{ "schemaVersion": "deck-intelligence.v1", "id": "019de074-6e40-7441-bfa0-d80627fc8d08", "slug": "25f3e01ba2b8d2af980e43ec911ed6e5", "title": "Absci | Investor Presentation Deck | 37 slides", "subtitle": "Absci · 2023-03", "author": "Absci", "date": "2023-03-01 00:00:00", "pageCount": 37, "kind": "pitchdeck", "orientation": "landscape", "aspectRatio": 1.7777778, "document": { "id": "019de074-6e40-7441-bfa0-d80627fc8d08", "slug": "25f3e01ba2b8d2af980e43ec911ed6e5", "title": "Absci | Investor Presentation Deck | 37 slides", "rawTitle": "Absci | Investor Presentation Deck | 37 slides", "authorId": "absci", "authorName": "Absci", "authorDisplay": "Absci", "kind": { "slug": "pitchdeck", "label": "Pitch deck" }, "sourceType": { "slug": "investor_relations", "label": "Investor relations" }, "fileName": "2023-03__absci__investor-pres__25f3e01b.pdf", "sourceUrl": "https://www.slidebook.io/company/absci/presentation/25f3e01ba2b8d2af980e43ec911ed6e5/", "sourceDate": "2023-03-15 00:00:00", "presentationDate": "2023-03-01 00:00:00", "ingestedAt": "2026-04-30 22:13:40.134294+00", "status": "ready", "pageCount": 37, "orientation": "landscape", "aspectRatio": 1.7777778, "targetCompany": null, "targetTicker": null, "metadata": { "corpus": "slidebook", "industry": "biotechnology", "local_root": "/Users/miguelsuredasuau/Desktop/lalalalla/_scrape/slidebook/decks/2023-03__absci__investor-pres__25f3e01b", "image_width": 1920, "image_format": "jpg", "deck_type_raw": "Investor Presentation Deck", "deck_type_slug": null, "source_url_pattern": "https://www.slidebook.io/company/{company_slug}/presentation/{deck_id}/" } }, "coverage": { "pageCount": 37, "pagesIndexed": 37, "pagesWithImages": 37, "pagesWithMetadata": 37, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 164, "chartCount": 11, "metricSlides": 0, "toolMatches": 30, "documentToolMatches": 0, "frameworkMatches": 17, "arcMatches": 1, "beatMatches": 9, "loopMatches": 4, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": false, "reviewAvailable": false, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "evidence": "The deck follows a sparkline narrative shape, starting with the current situation, highlighting the potential for disruption, and showcasing Absci's solution and traction.", "isPrimary": true, "confidence": 0.8, "extraction": { "at": "2026-07-16 22:30:40.989713+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 3, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 3, "name": "Why Now", "beatId": "0435e384-1878-4bca-973c-37dc461190ff", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck starts by highlighting the timeliness of the opportunity", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 4, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 4, "name": "Problem Statement", "beatId": "8feb47c8-5c5c-4b82-b82e-6f2014315f5b", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck clearly articulates the problem with the current drug discovery paradigm", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 6, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 6, "name": "Solution", "beatId": "9f77f270-18fd-4d7d-9c98-7d0ace95e5d9", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck presents Absci's Integrated Drug Creation platform as a solution", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 9, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 9, "name": "Traction", "beatId": "cff0f968-d6e8-445c-acc2-27bb01e90329", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck showcases cycles completed within weeks", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 10, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 10, "name": "Thesis Headline", "beatId": "33bf2744-775b-4b64-9dc8-3131cd914805", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck highlights Absci's unique value proposition", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 12, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 12, "name": "Solution", "beatId": "82a5bf8e-73a7-4fce-919a-d526dd8cc7d5", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck further elaborates on Absci's solution", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 14, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 14, "name": "Traction", "beatId": "e81f8685-5591-45e4-baa4-43083fbda0e5", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck presents evidence of AI-generated highly diverse and effective binders", "position": 6, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 16, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 16, "name": "Solution", "beatId": "c36ef0f9-f92d-4d14-b946-08bd2aff90ad", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck explains multiparametric AI lead-optimization", "position": 7, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 18, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "from": 18, "name": "Traction", "beatId": "8d1869e0-3dcc-4f9e-a0b8-6457ed4e2704", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck validates multiparametric AI lead-optimization in the wet-lab", "position": 8, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 3, "from": 3, "loop": { "name": "15_why_now", "slug": "15-why-now", "status": "active", "bestFor": "Sales pitches, fundraising, requesting immediate budget approval", "canonId": "019dd956-6c00-70cd-bd42-6bacc4af726f", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity", "description": "Create temporal urgency by proving that the window of opportunity is opening or closing", "familyLabel": null, "categoryName": "Urgency", "categorySlug": "urgency" }, "matchId": "e7fdd7e8-698e-494e-9717-0e6b92ee9adb", "evidence": "The deck starts by highlighting the why now", "position": 0, "objective": "Highlight the timeliness of the opportunity", "confidence": 0.8, "extraction": { "at": "2026-07-16 22:30:41.351671+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 4, "from": 4, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null, "categoryName": "Urgency", "categorySlug": "urgency" }, "matchId": "0fc7cdf2-eb8d-4b0c-9b93-697fffc52770", "evidence": "The deck implies the cost of inaction by highlighting the problem", "position": 1, "objective": "Highlight the cost of inaction", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:30:41.387919+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 10, "from": 10, "loop": { "name": "11_golden_circle", "slug": "11-golden-circle", "status": "active", "bestFor": "Visionary leadership, brand positioning, mission statements", "canonId": "019dd956-6a50-7202-882d-505fcb9922ed", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Why (Belief) -> The How (Process) -> The What (Result)", "description": "Invert the typical pitch by starting with why you exist, rather than what you do", "familyLabel": null, "categoryName": "Vision", "categorySlug": "vision" }, "matchId": "c7f00cec-b043-4f9b-b5f6-ef8d159d4504", "evidence": "The deck presents Absci's unique value proposition", "position": 2, "objective": "Explain the what, how, and why", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:30:41.421759+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 14, "from": 14, "loop": { "name": "21_before_after", "slug": "21-before-after", "status": "active", "bestFor": "Product demos, process improvements, ROI justification", "canonId": "019dd956-6e68-73fd-a295-fe90145c2da8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Old Way (Pain) -> The Moment of Change -> The New Way (Glory) -> The Measurable Delta", "description": "Show the dramatic contrast between the old way and the new way through side-by-side comparison", "familyLabel": null, "categoryName": "Comparison", "categorySlug": "comparison" }, "matchId": "a20d4924-f75b-4178-b4c6-11208a6dc45a", "evidence": "The deck presents evidence of AI-generated highly diverse and effective binders", "position": 3, "objective": "Show the before and after", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:30:41.45674+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "af66e2be-e159-4d4e-928d-69bcadb4fb32", "evidence": "type: cover", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:50.090683+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "AIDA Model", "slug": "aida-model", "status": "active", "bestFor": null, "canonId": "019dd956-86fc-773c-813f-d416714b8413", "version": 1, "bodyDocId": null, "description": "Attention, Interest, Desire, Action - classic persuasion sequence", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "84bda9f9-97fc-4c58-8f5e-76007bc3280d", "evidence": "What if the next transformative drug was not discovered, but created at a click of a button?", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:51.137735+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "484dede9-6f05-4c44-ba21-2211ee35ab6a", "evidence": "Long iterative process resulting in drug candidates with suboptimal attributes", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:19:51.242306+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "7d805d7b-b098-42cd-aaf7-4d78d6d3dfdc", "evidence": "The drug discovery paradigm is ripe for disruption", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:51.207684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Flywheel", "slug": "flywheel", "status": "active", "bestFor": null, "canonId": "019de52d-1ad8-75ab-9027-a40365590152", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "ad002e6c-a9a3-4909-9fe8-8f6bb95319b5", "evidence": "Flywheel diagram showing Data to Train -> AI to Create -> Wet Lab to Validate", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:19:51.412677+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "572c0d14-19f0-4f89-a82a-961e25af26d8", "evidence": "list/bullet: AI-Designed & Wet Lab Validated HER2 Binders", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.604448+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "149ff603-bb9a-412a-beab-261429bd4a85", "evidence": "list/bullet: Successfully designed antibody variants", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.677625+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "d95b4ea1-a0ca-4f64-8b8b-947504d2cb96", "evidence": "Four-step drug discovery process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:52.752868+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4f60fb9c-71b6-4126-8e01-f002038bd5bb", "evidence": "list/bullet: Higher potential therapeutics faster", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.864949+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Venn diagram", "slug": "venn-diagram", "status": "active", "bestFor": null, "canonId": "019de52d-1f53-7290-96c8-79388c95fc17", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7d86b739-6217-4603-b02f-a8128601fff6", "evidence": "Venn diagram showing intersection of Property 1, 2, and 3", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:52.827751+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e39f7a8f-b9ce-4239-99f8-d3beeaadd332", "evidence": "list/bullet: AI predicts the affinity of unseen variants", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.996976+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "738ecc2e-718e-4ce9-a9ca-e22f7644af33", "evidence": "Four-stage workflow", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:53.071426+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "af00f20d-542d-40d6-beb3-5be830f0bbf0", "evidence": "The slide is titled 'Leveraging exceptional immune responses to identify new potential cancer specific targets and therapeutics' and has a type of 'section_divider', indicating a clear division between sections.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:37:19.113767+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b9413504-d72d-489b-9924-4cb3eab0cff2", "evidence": "list/bullet: The presence of TLS is associated with longer progression-free survival", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:53.146638+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 22, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "05e27438-0a58-45a5-9976-b1176d05f9d6", "evidence": "Workflow from patient samples to antibody expression, target identification, and confirmation", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:53.221394+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bd960c21-7168-4e21-a982-b25bc5cb7ccf", "evidence": "list/bullet: Expanded network of health care institutions provides continuous access to patient data", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:53.295609+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "108615df-9e9b-4d0c-8b6d-af35f86169f9", "evidence": "Four-step process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:53.370524+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "ded40725-f69a-484c-aa85-52553dc6ddc6", "evidence": "Bionic protein technology enables", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:31.607719+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Value Proposition Canvas", "slug": "value-proposition-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-85a9-713f-8a1c-b6e5af5cc6cd", "version": 1, "bodyDocId": null, "description": "Mapping customer jobs/pains/gains to your value proposition", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "80034469-3b2a-43a0-a7f3-b08ce0376168", "evidence": "Bionic protein technology enables", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:31.644962+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Aesthetic-Usability Effect", "slug": "aesthetic-usability-effect", "status": "active", "bestFor": null, "canonId": "019dd956-c150-75ee-9212-183da76c56da", "version": 1, "bodyDocId": null, "description": "Attractive designs are perceived as easier to use and more trustworthy", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "4e449a08-f161-4660-81ef-cfc2a054167c", "evidence": "SoluPro & Bionic SoluPro – Specialized E. coli cell lines", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:20:31.720831+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e58e88c4-c962-4c2b-8116-5df2ed233b7e", "evidence": "KEY RESULTS: 1) Incorporation of the nsAA detected in all sites 2) Observed good expression for all nsAA incorporated sites", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:31.797882+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Storytelling: the three headline reasons", "slug": "three-reasons", "status": "active", "bestFor": null, "canonId": "019df269-279c-773a-b063-5bc5f939bf3e", "version": 1, "bodyDocId": "019df269-2777-7629-9421-3abab5842d6b", "description": "A single slide, early in the deck (typically slide 3 — immediately after the", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "8fb5331b-e371-4afb-b69d-c69472b1eeac", "evidence": "Higher Potential Biologics with Increased PoS; Reducing Time & Increasing Competitiveness; Novel biology: Multi-valent biologics & conditional biologics", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:20:31.874522+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "1ccd4c28-12fa-48b3-8c58-f831e5864f94", "evidence": "Comparative timeline of Traditional vs Absci drug development process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:31.948507+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "46165aff-4167-403b-b889-36a0e042a157", "evidence": "Dot plot showing revenue milestones over 25 years", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:20:32.024944+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "18552a2c-dd30-4181-9a8b-878b400cf978", "evidence": ">200 employees, 77,000 sq ft, >$180M cash, >200 patents, Billions of data points", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.100661+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Social Proof", "slug": "social-proof", "status": "active", "bestFor": null, "canonId": "019dd956-990d-7620-82b3-6dd286f34568", "version": 1, "bodyDocId": null, "description": "People adapt behavior based on what others do - show adoption and testimonials", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "108119ec-7b58-41f2-9806-6e2ba5e5db4d", "evidence": "At Merck we are continually evaluating new ways to build, expand, and refine our biologics capabilities. Absci's platform offers a compelling opportunity to design new biologic candidates and explore t", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:20:32.175822+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "ead1c53f-25eb-49a4-85b5-c6726cb0de13", "evidence": "Senior leadership bring experience from industry leaders including:", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.252106+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "839c39de-00df-404c-94fd-41f96cdf636f", "evidence": "Scientific Advisory Board", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.32679+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Narrative foundations (from the Storymakers methodology)", "slug": "narrative-foundations", "status": "active", "bestFor": null, "canonId": "019df269-258b-71bd-ad14-53598df04d2b", "version": 1, "bodyDocId": "019df269-2567-736e-8b9c-4ec77611334a", "description": "This skill focuses on the *adversarial* genre — activist campaigns, short", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "8e2dad96-b31c-4fd3-b32a-2a017cd23d48", "evidence": "Absci is leading the way in AI drug creation towards breakthrough therapeutics at the click of a button", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:32.4037+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Call to action", "slug": "call-to-action", "status": "active", "bestFor": null, "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c", "version": 1, "bodyDocId": null, "description": "Explicit prescription of what the audience should do next.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b1a93767-82a6-4284-aab6-fed27afd8d21", "evidence": "This revolution is only just beginning.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.484356+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "4b62063d-5196-4160-a2ae-c02243c31827", "evidence": "Visual flow of iterative optimization steps", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "frameworkName": "process" }, { "matchId": "eb493a0b-0e3a-4540-91f0-8af0f6370931", "evidence": "Compares small molecule data availability vs biologic data scarcity to frame the problem.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:21.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "comparison-frame" }, { "matchId": "b5da43cd-742a-4106-9956-09da72c4fdf2", "evidence": "The slide depicts a sequential flow from biological input to AI output.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:22.423+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "process" }, { "matchId": "bfae7783-6cde-4738-956a-d69088cff973", "evidence": "Uses the 'needle in a haystack' idiom to explain the business model.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:21.54+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "frameworkName": "metaphor-analogy" }, { "matchId": "b1f630e5-784f-4ca5-9feb-eaa1f5f36cfd", "evidence": "Circular process diagram showing iterative feedback loop", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "frameworkName": "flywheel" }, { "matchId": "d6182a54-525c-453a-84b2-c5408e8eba81", "evidence": "The spiral diagram illustrates an iterative process where each cycle improves the next.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "frameworkName": "flywheel" }, { "matchId": "bb28fb6d-daa9-40ce-a771-4c6b913bd633", "evidence": "Linear flow of drug development stages", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:22.005+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "process" }, { "matchId": "60a509b5-79cb-42e3-988d-6a8596d717ce", "evidence": "The slide depicts a step-by-step workflow from input to validation.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:22.122+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "frameworkName": "process" }, { "matchId": "4eef0e5d-3fb5-4218-9540-fa6191a8e708", "evidence": "Linear flow diagram showing steps of drug discovery", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:23.524+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "frameworkName": "process" }, { "matchId": "06050f77-ca29-4a6e-8711-f7494b9a110b", "evidence": "Three overlapping circles representing property optimization", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:22.609+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "frameworkName": "venn-diagram" }, { "matchId": "c56b5e18-9311-4932-9804-f890ee29f517", "evidence": "Linear flow of drug discovery stages", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:23.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "frameworkName": "process" }, { "matchId": "51d037e2-9aac-4441-9faa-e6d0aa8f044b", "evidence": "The slide depicts a sequential workflow with arrows connecting distinct stages.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:23.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "frameworkName": "process" }, { "matchId": "310f1da9-e754-419a-8982-fd151dd93d9b", "evidence": "Linear flow of drug development steps", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:25.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "frameworkName": "process" }, { "matchId": "708d50f6-dd2d-4ac0-905b-fd894d70f3a2", "evidence": "Visual comparison of development stages over time", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:24.947+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "frameworkName": "timeline" }, { "matchId": "ede21045-ca9e-497f-97b8-67dc974ed397", "evidence": "Uses quotes from industry leaders to validate technology", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "frameworkName": "authority-citation" }, { "matchId": "b36674ac-4efb-47a6-ac73-fe22d6b2ec72", "evidence": "Leveraging board member affiliations to build company trust", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "frameworkName": "credibility-transfer" }, { "matchId": "2b8a2041-d62f-4665-a68a-703ffcab6711", "evidence": "Chronological progression of technology milestones", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:25.113+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "frameworkName": "timeline" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": null, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "title": "The slide uses code-like text as a design element to emphasize the company's computational approach to drug creation.", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/7A6AJmU8DpZ8t3VJGl2wR5uJMg9II5dVIbLQRI_sNYk/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yNWYzZTAxYmEyYjhkMmFmOTgwZTQzZWM5MTFlZDZlNS9wMDAxLmpwZw", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 5, "textChars": 158, "nDataPoints": 0, "notes": "The slide uses code-like text as a design element to emphasize the company's computational approach to drug creation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:20.5+00", "seconds": 2.662, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/1", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-1", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.15, "x": 0.82, "y": 0.3 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.5+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5fa1d1a9-9f26-4546-8ce6-7288c86b7fb3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.65, "x": 0.28, "y": 0.05 }, "kind": "paragraph", "text": "from absci import de_novo_model...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.5+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "350536af-d295-4e9b-a76e-7e6130c64989", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.2, "x": 0.04, "y": 0.87 }, "kind": "paragraph", "text": "Corporate Presentation MARCH 2023", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.5+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aa1c9639-4bb9-4fd4-af52-1da911634d6c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "CORPORATE PRESENTATION MARCH 2023 | ABSCI CORPORATION 2023 ALL RIGHTS RESERVED", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.5+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9fa3ae7b-d988-4950-bdfb-0e884cb74bf6", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "title", "text": "DRUG CREATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.5+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ce461f41-2a74-4933-8315-e073900cd1b1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "af66e2be-e159-4d4e-928d-69bcadb4fb32", "evidence": "type: cover", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:50.090683+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/jSarqLxTsxMrTeUTRmjii_jzlcYBshDjCda2U6nHqCo/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yNWYzZTAxYmEyYjhkMmFmOTgwZTQzZWM5MTFlZDZlNS9wMDAxLmpwZw", "imagePathAlt": "https://imgproxy.kitesheet.com/l4gRR1x1DtoH0rpqTFW3NbRAoR_PlQ-VKxGNv1spjwY/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yNWYzZTAxYmEyYjhkMmFmOTgwZTQzZWM5MTFlZDZlNS9wMDAxLnBuZw", "thumbSrcAlt": "https://imgproxy.kitesheet.com/UpexCvbTlBN8FggSZ_F2IBvM7XYtJ7x_f7NxslGPenc/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yNWYzZTAxYmEyYjhkMmFmOTgwZTQzZWM5MTFlZDZlNS9wMDAxLnBuZw" }, { "page": 2, "type": "setup", "function": "other", "rawType": "appendix_disclosure", "block": null, "metadata": { "slideType": "appendix_disclosure", "slideTypeCanon": { "name": "Appendix disclosure", "slug": "appendix_disclosure", "status": "active", "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616", "version": 1, "description": null }, "function": "other", "functionCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce", "version": 1, "description": null }, "density": "dense", "densityScore": 54, "componentCount": 5, "textChars": 569, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:20.755+00", "seconds": 2.89, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/2", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-2", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.38, "w": 0.92, "x": 0.04, "y": 0.12 }, "kind": "disclaimer", "text": "Forward-Looking Statements: Certain statements in this presentation that are not historical facts are considered forward-looking within the meaning of Section 27A of the Securities Act of 1933...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.755+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6d092d04-6167-472b-b52f-210ebd8af250", "parentComponentId": null }, { "bbox": { "h": 0.24, "w": 0.92, "x": 0.04, "y": 0.66 }, "kind": "disclaimer", "text": "Trademark usage: This presentation/document/webpage contains references to our trademarks and service marks and to those belonging to third parties...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.755+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98fcd850-79f2-4eb4-904b-09d1bf8aeefc", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.52 }, "kind": "disclaimer", "text": "Market and Statistical Information: This presentation also contains estimates and other statistical data made by independent parties...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.755+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c00d07ce-a877-4881-91c6-fd7834b8c0dc", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.41, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "CORPORATE PRESENTATION MARCH 2023 | ABSCI CORPORATION 2023 ALL RIGHTS RESERVED", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.755+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86e82fd1-d104-4d23-a4c2-f6c80b2769e1", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.21, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "Disclaimers", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:20.755+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26965108-69d1-4513-883d-0a6c30673539", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 3, "type": "tension", "title": "The slide uses a rhetorical question to challenge the status quo of the pharmaceutical industry.", "function": "frame_problem", "rawType": "why_now", "block": null, "metadata": { "slideType": "why_now", "slideTypeCanon": { "name": "Why now", "slug": "why_now", "status": "active", "canonId": "019de52d-0f2e-718d-b8ad-256dd87582d0", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 4, "textChars": 170, "nDataPoints": 0, "notes": "The slide uses a rhetorical question to challenge the status quo of the pharmaceutical industry.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:24.063+00", "seconds": 5.79, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/3", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-3", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.94 }, "kind": "disclaimer", "text": "CORPORATE PRESENTATION MARCH 2023 | ABSCI CORPORATION 2023 ALL RIGHTS RESERVED", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.063+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47689f8e-ea97-49fd-a394-201cf650f04f", "parentComponentId": null }, { "bbox": { "h": 0.17, "w": 0.19, "x": 0, "y": 0.48 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.063+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9caa5285-fd0d-4ee8-b1d4-b943f46b6033", "parentComponentId": null }, { "bbox": { "h": 0.47, "w": 0.19, "x": 0, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.063+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6cc6c8da-7c61-4457-b479-5301f3d1d6ed", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.7, "x": 0.23, "y": 0.15 }, "kind": "title", "text": "What if the next transformative drug was not discovered, but created at a click of a button?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.063+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c2c53ce1-7410-4a3d-8e7e-44d33b20d888", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "AIDA Model", "slug": "aida-model", "status": "active", "bestFor": null, "canonId": "019dd956-86fc-773c-813f-d416714b8413", "version": 1, "bodyDocId": null, "description": "Attention, Interest, Desire, Action - classic persuasion sequence", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "84bda9f9-97fc-4c58-8f5e-76007bc3280d", "evidence": "What if the next transformative drug was not discovered, but created at a click of a button?", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:51.137735+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 3, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 3, "name": "Why Now", "beatId": "0435e384-1878-4bca-973c-37dc461190ff", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck starts by highlighting the timeliness of the opportunity", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 3, "from": 3, "loop": { "name": "15_why_now", "slug": "15-why-now", "status": "active", "bestFor": "Sales pitches, fundraising, requesting immediate budget approval", "canonId": "019dd956-6c00-70cd-bd42-6bacc4af726f", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity", "description": "Create temporal urgency by proving that the window of opportunity is opening or closing", "familyLabel": null }, "matchId": "e7fdd7e8-698e-494e-9717-0e6b92ee9adb", "evidence": "The deck starts by highlighting the why now", "position": 0, "objective": "Highlight the timeliness of the opportunity", "confidence": 0.8, "extraction": { "at": "2026-07-16 22:30:41.351671+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 4, "type": "tension", "title": "Uses a process diagram to illustrate the inefficiency of traditional antibody discovery.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 6, "textChars": 290, "nDataPoints": 2, "notes": "Uses a process diagram to illustrate the inefficiency of traditional antibody discovery.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:26.62+00", "seconds": 7.882, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/4", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-4", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.9, "x": 0.05, "y": 0.45 }, "kind": "diagram", "text": "Iterative optimization loop for drug discovery", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1101824f-2de9-4fa8-ae5e-fc6980a04b76", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.2, "x": 0.75, "y": 0.35 }, "kind": "metric", "text": "<5% SUCCESS RATE FROM DISCOVERY TO LAUNCH", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4304deb1-e8bb-46bf-b9e6-891d3e47e72e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.2, "x": 0.04, "y": 0.35 }, "kind": "metric", "text": "5.5 YEARS FROM DISCOVERY TO IND", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5019aba-8f4d-4949-8df2-566959e0b9d8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.15, "y": 0.85 }, "kind": "paragraph", "text": "Long iterative process resulting in drug candidates with suboptimal attributes", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d70edfdd-eb8d-4281-b1dc-9085469d508d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.75, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "The drug discovery paradigm is ripe for disruption", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "45592a41-6970-4012-a7d5-69d58c121524", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "The Problem – Current Need For Generative AI", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf87cb98-3bac-40c8-8b6e-285bffee5fcf", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "484dede9-6f05-4c44-ba21-2211ee35ab6a", "evidence": "Long iterative process resulting in drug candidates with suboptimal attributes", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:19:51.242306+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "7d805d7b-b098-42cd-aaf7-4d78d6d3dfdc", "evidence": "The drug discovery paradigm is ripe for disruption", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:51.207684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "4b62063d-5196-4160-a2ae-c02243c31827", "evidence": "Visual flow of iterative optimization steps", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:26.62+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "frameworkName": "process" } ], "arcBeats": [ { "to": 4, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 4, "name": "Problem Statement", "beatId": "8feb47c8-5c5c-4b82-b82e-6f2014315f5b", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck clearly articulates the problem with the current drug discovery paradigm", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 4, "from": 4, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "0fc7cdf2-eb8d-4b0c-9b93-697fffc52770", "evidence": "The deck implies the cost of inaction by highlighting the problem", "position": 1, "objective": "Highlight the cost of inaction", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:30:41.387919+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 5, "type": "tension", "title": "Uses a visual comparison between small molecule data availability and biologic data scarcity.", "function": "frame_problem", "rawType": "why_now", "block": null, "metadata": { "slideType": "why_now", "slideTypeCanon": { "name": "Why now", "slug": "why_now", "status": "active", "canonId": "019de52d-0f2e-718d-b8ad-256dd87582d0", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 3, "textChars": 204, "nDataPoints": 0, "notes": "Uses a visual comparison between small molecule data availability and biologic data scarcity.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:21.773+00", "seconds": 2.86, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/5", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-5", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.9, "x": 0.06, "y": 0.45 }, "kind": "image", "text": "Comparison of small molecule vs biologic data availability", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:21.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a7c75127-0996-424e-8831-f4a3dbb6054b", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.85, "x": 0.06, "y": 0.1 }, "kind": "title", "text": "Unlocking the potential of generative AI in biology requires scalable biological data", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:21.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a4f2130-9ded-44af-bdae-03b816d0277f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.06, "y": 0.05 }, "kind": "title", "text": "Why Hasn't Generative AI Transformed Biologic Drug Discovery?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:21.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe850193-5aea-43cc-87c0-479498014772", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "eb493a0b-0e3a-4540-91f0-8af0f6370931", "evidence": "Compares small molecule data availability vs biologic data scarcity to frame the problem.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:21.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "comparison-frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 6, "type": "resolution", "title": "The slide uses a process flow to explain the technical solution.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 28, "componentCount": 4, "textChars": 209, "nDataPoints": 0, "notes": "The slide uses a process flow to explain the technical solution.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.423+00", "seconds": 3.289, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/6", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-6", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.8, "x": 0.06, "y": 0.45 }, "kind": "diagram", "text": "Process flow from E.coli cell line to AI engine", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.423+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eab7f22f-da7e-44a8-b188-fcfc43801da2", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.15, "x": 0.85, "y": 0 }, "kind": "image", "text": "Scientist in lab", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.423+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "334d169d-0fee-4420-89f9-a43b87bcb89b", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.8, "x": 0.06, "y": 0.08 }, "kind": "title", "text": "Absci is solving the problem of scalable biological data enabling true generative AI for biologics drug discovery", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.423+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b28e4c11-8c6c-474b-8595-ccb5965be095", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.06, "y": 0.03 }, "kind": "title", "text": "Biotech Industry Inflection Point", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.423+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a925a9cf-f9c7-4a40-ad47-f6dc8e8e5500", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "b5da43cd-742a-4106-9956-09da72c4fdf2", "evidence": "The slide depicts a sequential flow from biological input to AI output.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:22.423+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "process" } ], "arcBeats": [ { "to": 6, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 6, "name": "Solution", "beatId": "9f77f270-18fd-4d7d-9c98-7d0ace95e5d9", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck presents Absci's Integrated Drug Creation platform as a solution", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 7, "type": "setup", "title": "The slide uses a code snippet at the top and a whiteboard diagram in the background to reinforce the technical nature of the 'creation' process.", "function": "present_solution", "rawType": "analogy", "block": null, "metadata": { "slideType": "analogy", "slideTypeCanon": { "name": "Analogy", "slug": "analogy", "status": "active", "canonId": "019de52d-106d-73f9-b0a3-915949efd0b0", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 3, "textChars": 370, "nDataPoints": 0, "notes": "The slide uses a code snippet at the top and a whiteboard diagram in the background to reinforce the technical nature of the 'creation' process.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:21.54+00", "seconds": 2.4, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/7", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-7", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 1, "w": 1, "x": 0, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:21.54+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "78375da5-f43b-4096-ad10-23dff258e36f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.48, "x": 0.02, "y": 0.02 }, "kind": "paragraph", "text": "import de_novo_model model = de_novo_model.load_latest() antigen = model.load_pdb(\"7olz.pdb\", antibodies = model.predict(antigen, N=300000) from absci_library import codon_optimizer library = optimizer.reverse_translate(library) library.to_csv(\"covid-antibody-\") library.to_wet_lab(assay=\"ACE\")", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:21.54+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e136bff9-6c00-4bf4-96c7-10f25d3e29d9", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.05, "y": 0.18 }, "kind": "title", "text": "Instead of finding the needle in the haystack, Absci is creating the needle.", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:21.54+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7bd82b68-b3ad-4e55-b873-40f499825ea1", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "bfae7783-6cde-4738-956a-d69088cff973", "evidence": "Uses the 'needle in a haystack' idiom to explain the business model.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:21.54+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "frameworkName": "metaphor-analogy" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 8, "type": "resolution", "title": "The slide uses a flywheel-style diagram to represent the iterative nature of their drug discovery process.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 5, "textChars": 475, "nDataPoints": 2, "notes": "The slide uses a flywheel-style diagram to represent the iterative nature of their drug discovery process.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:34.49+00", "seconds": 15.195, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/8", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-8", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.32, "x": 0.34, "y": 0.28 }, "kind": "diagram", "text": "Flywheel diagram showing Data to Train -> AI to Create -> Wet Lab to Validate", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ea8a14d-c801-44fc-8aff-e93cc3ddbdf9", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.67, "y": 0.7 }, "kind": "list", "text": "AI TO CREATE: Generative AI engine to create new antibodies and next-gen biologics", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "330641b9-dd1e-41d0-aaee-9a286d508d78", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.08, "y": 0.7 }, "kind": "list", "text": "WET LAB TO VALIDATE: Scalable wet-lab infrastructure capable of validating 2.8 million unique AI-generated designs a week", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aeb23656-33cb-4854-86c0-e51c7efeeaff", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.08, "y": 0.31 }, "kind": "list", "text": "DATA TO TRAIN: Proprietary wet-lab assays capable of generating billions of protein-protein interactions a week for ML training", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c386459a-d0d4-449c-931c-cc64d1465a5b", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.09 }, "kind": "title", "text": "Absci is leading the way with our Integrated Drug Creation™ platform", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ed914a4b-cc97-4439-836a-2a254a7d9c99", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Flywheel", "slug": "flywheel", "status": "active", "bestFor": null, "canonId": "019de52d-1ad8-75ab-9027-a40365590152", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "ad002e6c-a9a3-4909-9fe8-8f6bb95319b5", "evidence": "Flywheel diagram showing Data to Train -> AI to Create -> Wet Lab to Validate", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:19:51.412677+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "b1f630e5-784f-4ca5-9feb-eaa1f5f36cfd", "evidence": "Circular process diagram showing iterative feedback loop", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:34.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "frameworkName": "flywheel" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 9, "type": "evidence", "title": "The slide uses a spiral diagram to represent the iterative nature of their AI-driven drug discovery process.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 6, "textChars": 398, "nDataPoints": 1, "notes": "The slide uses a spiral diagram to represent the iterative nature of their AI-driven drug discovery process.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:28.383+00", "seconds": 9.086, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/9", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-9", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.15, "x": 0.5, "y": 0.25 }, "kind": "callout", "text": "Typical 6-week per cycle", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a161b692-7b20-46e3-8fc2-00d859a1221f", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.5, "x": 0.4, "y": 0.2 }, "kind": "diagram", "text": "Spiral process showing Data to Train, Wet Lab to Validate, and AI to Create", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a22c4c9b-19c0-4489-868b-e67d19faec26", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.04, "y": 0.25 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ad95294-b94e-4362-8256-445f67788a77", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.6, "x": 0.35, "y": 0.7 }, "kind": "list", "text": "01 Rapid iteration and improvement of AI models; 02 Reduction of preclinical development timelines and increased probability of success; 03 Accelerated achievement of mission and attraction of top AI talent", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c43585d-f2e9-42f2-8c4d-ae5b186ffc7c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Absci is the Leader in Generative AI Drug Creation for Biologics", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6df4c37-69ed-47fd-a303-ee95d308a3f0", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "Cycles completed within weeks", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab8b35f0-45bc-48b4-bc55-cd3793c53e2b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d6182a54-525c-453a-84b2-c5408e8eba81", "evidence": "The spiral diagram illustrates an iterative process where each cycle improves the next.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:28.383+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "frameworkName": "flywheel" } ], "arcBeats": [ { "to": 9, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 9, "name": "Traction", "beatId": "cff0f968-d6e8-445c-acc2-27bb01e90329", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck showcases cycles completed within weeks", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 10, "type": "setup", "title": "Includes code snippet in top left and historical drug approval data in top right as context for the industry problem.", "function": "inspire_vision", "rawType": "thesis_headline", "block": null, "metadata": { "slideType": "thesis_headline", "slideTypeCanon": { "name": "Thesis headline", "slug": "thesis_headline", "status": "active", "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af", "version": 1, "description": null }, "function": "inspire_vision", "functionCanon": { "name": "Inspire vision", "slug": "inspire_vision", "status": "active", "canonId": "019de52d-16d0-7756-83de-376eeac6fa40", "version": 1, "description": null }, "density": "balanced", "densityScore": 49, "componentCount": 4, "textChars": 447, "nDataPoints": 10, "notes": "Includes code snippet in top left and historical drug approval data in top right as context for the industry problem.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.685+00", "seconds": 3.117, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/10", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-10", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.35, "x": 0.625, "y": 0.61 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.685+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec5864a3-4ee1-4796-8066-6b2ed02aaf5a", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.275, "x": 0.725, "y": 0.24 }, "kind": "paragraph", "text": "2005: 20 approved, 11.2% of drugs entering clinical trials approved\n2008: 24 approved, 9.2% 2009: 26 approved, 7.8% 2010: 21 approved\n2013: 27 approved, 5.2% 2014: 41 approved, 6.7% 2015: 45 approved", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.685+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a769f154-8610-4428-8802-81a2b4fb12d4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0, "y": 0.07 }, "kind": "paragraph", "text": "absci_library import codon_optimizer\nlibrary = codon_optimizer.reverse_translate(library)\nlibrary.to_csv(\"covid-antibody-designs.csv\")\nlibrary.wet_lab(assay=\"ACE\")", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.685+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b58528a7-56f2-4b22-b2d9-9c71041bd256", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.88, "x": 0.06, "y": 0.175 }, "kind": "title", "text": "Absci is the first to design and validate new antibodies with zero-shot generative AI", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.685+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a347a37-3769-4da8-b785-9d18c8263df3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 10, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 10, "name": "Thesis Headline", "beatId": "33bf2744-775b-4b64-9dc8-3131cd914805", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck highlights Absci's unique value proposition", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 10, "from": 10, "loop": { "name": "11_golden_circle", "slug": "11-golden-circle", "status": "active", "bestFor": "Visionary leadership, brand positioning, mission statements", "canonId": "019dd956-6a50-7202-882d-505fcb9922ed", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Why (Belief) -> The How (Process) -> The What (Result)", "description": "Invert the typical pitch by starting with why you exist, rather than what you do", "familyLabel": null }, "matchId": "c7f00cec-b043-4f9b-b5f6-ef8d159d4504", "evidence": "The deck presents Absci's unique value proposition", "position": 2, "objective": "Explain the what, how, and why", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:30:41.421759+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 11, "type": "resolution", "title": "The slide uses a linear process flow to demonstrate the integration of AI across the drug development lifecycle.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 30, "componentCount": 3, "textChars": 376, "nDataPoints": 0, "notes": "The slide uses a linear process flow to demonstrate the integration of AI across the drug development lifecycle.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.005+00", "seconds": 2.422, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/11", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-11", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.92, "x": 0.04, "y": 0.38 }, "kind": "diagram", "text": "Four-stage process: Find patient cohort specific targets -> Novel target discovery; Discover novel antibodies -> De novo discovery in silico; Optimize antibodies' characteristics -> Lead optimization in silico; Incorporate site-specific chemical handles -> Bionic SoluPro strain", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.005+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39482e32-7f8d-4bf6-b224-db1cff2f4a0d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.04, "y": 0.12 }, "kind": "title", "text": "The leading full-stack AI platform for biologics drug creation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.005+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ece1c28-7996-49a7-abbb-643d22aa86b5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Absci's End-to-End Platform Solution", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.005+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5f22c3a9-7775-4f50-b90b-2ad2f7834f06", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "bb28fb6d-daa9-40ce-a771-4c6b913bd633", "evidence": "Linear flow of drug development stages", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:22.005+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 12, "type": "resolution", "title": "The slide uses a process flow diagram to explain the 'zero-shot' capability of their AI platform.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 38, "componentCount": 4, "textChars": 383, "nDataPoints": 0, "notes": "The slide uses a process flow diagram to explain the 'zero-shot' capability of their AI platform.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.122+00", "seconds": 2.44, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/12", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-12", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.6, "x": 0.06, "y": 0.33 }, "kind": "diagram", "text": "Process flow from target antigen to validated de novo binders", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.122+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63245ef3-0cb1-4f64-9f52-c514501eded2", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.08, "x": 0.51, "y": 0.36 }, "kind": "image", "text": "AI icon", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Infographic", "slug": "infographic", "status": "active", "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8", "version": 1, "description": null }, "framework": null }, "subkind": "infographic", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.122+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a01f1a1-ff26-4e48-8e2a-96ff7781a9e0", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.28, "x": 0.67, "y": 0.42 }, "kind": "list", "text": "Zero-Shot: Model has never seen an antibody that binds to the target or homologs. Binders were identified straight out of the model - no lead optimization was performed. Demonstrated across four therapeutic targets: HER2, VEGF-A, COVID omicron, undisclosed target", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.122+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a8624784-e42a-471b-8106-b68ae9f36fcb", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.65, "x": 0.06, "y": 0.11 }, "kind": "title", "text": "De novo drug creation with 'zero-shot' generative AI", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.122+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9c99374-f2d5-4bf7-8b96-94dc36bd2356", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "60a509b5-79cb-42e3-988d-6a8596d717ce", "evidence": "The slide depicts a step-by-step workflow from input to validation.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:22.122+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "frameworkName": "process" } ], "arcBeats": [ { "to": 12, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 12, "name": "Solution", "beatId": "82a5bf8e-73a7-4fce-919a-d526dd8cc7d5", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck further elaborates on Absci's solution", "position": 5, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 13, "type": "resolution", "title": "The slide functions as a summary of a published scientific paper/case study.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 5, "textChars": 276, "nDataPoints": 0, "notes": "The slide functions as a summary of a published scientific paper/case study.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.266+00", "seconds": 3.532, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/13", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-13", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.55, "x": 0.42, "y": 0.38 }, "kind": "image", "text": "3D molecular structure of antibody-antigen complex", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eefc348a-cb97-4331-b41e-1934b63f95e5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.79, "y": 0.73 }, "kind": "legend", "text": "Color-coded legend for molecular components", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d9d1d575-104b-453d-b7c1-7990b902ca15", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.32, "x": 0.06, "y": 0.42 }, "kind": "paragraph", "text": "Unlocking de novo antibody design with generative artificial intelligence... [Abstract text]", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbf21d85-63ca-4ec1-acd9-566d59f60563", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.12 }, "kind": "title", "text": "Unlocking de novo antibody design with generative AI", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6cd17c0-0994-49cd-9af9-401519660f60", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Case Study: de novo Discovery in silico", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d59ccc43-f3e8-4672-8d6f-37a1ffd729fe", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 14, "type": "evidence", "title": "The chart shows binding affinity (-log10(Kd)) vs sequence diversity (edit distance to trastuzumab) across search spaces ranging from millions to quadrillions.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "dense", "densityScore": 51, "componentCount": 4, "textChars": 454, "nDataPoints": 150, "notes": "The chart shows binding affinity (-log10(Kd)) vs sequence diversity (edit distance to trastuzumab) across search spaces ranging from millions to quadrillions.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.497+00", "seconds": 2.738, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/14", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-14", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.62, "x": 0.05, "y": 0.32 }, "kind": "chart", "text": "Scatter plot of binding affinity vs sequence diversity", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Dot plot", "slug": "dot", "status": "active", "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0", "version": 1, "description": null }, "framework": null }, "subkind": "dot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d95fea31-e5db-4607-89b0-eca713f6ca18", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.28, "x": 0.68, "y": 0.32 }, "kind": "list", "text": "AI-Designed & Wet Lab Validated HER2 Binders: Hundreds of binders created; Ability to generate binders near to and far from trastuzumab; Binding affinity maintained even when mutating >90% of the CDR3 region; All binders to HER2 and HER2 homologs removed from the training dataset", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70a17f7a-9c72-4428-8334-faa5fdfc367d", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.11 }, "kind": "title", "text": "AI model generated highly diverse and effective binders from massive search space", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c79e86ca-3b41-4ea9-a59b-2d9ab88f04fe", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Case Study: de novo Discovery in silico", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "031bb8d7-83f8-4f4c-a3e3-f2187e1696ff", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "572c0d14-19f0-4f89-a82a-961e25af26d8", "evidence": "list/bullet: AI-Designed & Wet Lab Validated HER2 Binders", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.604448+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 14, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 14, "name": "Traction", "beatId": "e81f8685-5591-45e4-baa4-43083fbda0e5", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck presents evidence of AI-generated highly diverse and effective binders", "position": 6, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 14, "from": 14, "loop": { "name": "21_before_after", "slug": "21-before-after", "status": "active", "bestFor": "Product demos, process improvements, ROI justification", "canonId": "019dd956-6e68-73fd-a295-fe90145c2da8", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Old Way (Pain) -> The Moment of Change -> The New Way (Glory) -> The Measurable Delta", "description": "Show the dramatic contrast between the old way and the new way through side-by-side comparison", "familyLabel": null }, "matchId": "a20d4924-f75b-4178-b4c6-11208a6dc45a", "evidence": "The deck presents evidence of AI-generated highly diverse and effective binders", "position": 3, "objective": "Show the before and after", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:30:41.45674+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 15, "type": "evidence", "title": "The chart is a dot plot showing naturalness score vs sequence diversity, with a red dashed line representing the wildtype baseline.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "balanced", "densityScore": 35, "componentCount": 3, "textChars": 392, "nDataPoints": 1, "notes": "The chart is a dot plot showing naturalness score vs sequence diversity, with a red dashed line representing the wildtype baseline.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.031+00", "seconds": 2.048, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/15", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-15", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.45, "x": 0.52, "y": 0.35 }, "kind": "chart", "text": "Naturalness score vs Sequence Diversity (Edit Distance)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Dot plot", "slug": "dot", "status": "active", "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0", "version": 1, "description": null }, "framework": null }, "subkind": "dot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.031+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3cc85a2e-6e17-4390-ac94-1faf3cd0012b", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.4, "x": 0.05, "y": 0.35 }, "kind": "list", "text": "Successfully designed antibody variants with higher Naturalness score; The Naturalness score is associated with developability metrics such as immunogenicity; Successfully demonstrated across four therapeutic targets: HER2, VEGF-A, COVID omicron, undisclosed target", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.031+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "440e4a7e-e7a7-482e-8f2e-2bc4ccc5971d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.05, "y": 0.11 }, "kind": "title", "text": "AI model is broadly applicable and enables higher potential therapeutics", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.031+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f759f89f-0c25-4e71-81de-00e31a7c5dad", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "149ff603-bb9a-412a-beab-261429bd4a85", "evidence": "list/bullet: Successfully designed antibody variants", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.677625+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 16, "type": "resolution", "title": "The slide uses a linear process flow to explain the Absci drug discovery platform.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 3, "textChars": 254, "nDataPoints": 0, "notes": "The slide uses a linear process flow to explain the Absci drug discovery platform.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.524+00", "seconds": 3.498, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/16", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-16", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.92, "x": 0.04, "y": 0.38 }, "kind": "diagram", "text": "Four-step drug discovery process: Find patient cohort, Discover novel antibodies, Optimize antibodies, Incorporate chemical handles.", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.524+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2fe9d9e9-299e-47c3-9271-952b8061818b", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.92, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "Multiparametric AI lead-optimization can enable higher potential therapeutics and increased PoS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.524+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db3bf256-b478-4d44-8c3c-28e4c4ce343a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "AI Driven Lead Optimization", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.524+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f09994b6-d324-43ae-8b32-60a48004ae3c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "d95b4ea1-a0ca-4f64-8b8b-947504d2cb96", "evidence": "Four-step drug discovery process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:52.752868+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "4eef0e5d-3fb5-4218-9540-fa6191a8e708", "evidence": "Linear flow diagram showing steps of drug discovery", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:06:23.524+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "frameworkName": "process" } ], "arcBeats": [ { "to": 16, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 16, "name": "Solution", "beatId": "c36ef0f9-f92d-4d14-b946-08bd2aff90ad", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck explains multiparametric AI lead-optimization", "position": 7, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 17, "type": "resolution", "title": "Uses a Venn diagram to represent the intersection of three properties optimized by AI.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 37, "componentCount": 4, "textChars": 358, "nDataPoints": 0, "notes": "Uses a Venn diagram to represent the intersection of three properties optimized by AI.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:22.609+00", "seconds": 2.489, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/17", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-17", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.25, "x": 0.22, "y": 0.45 }, "kind": "diagram", "text": "Venn diagram showing intersection of Property 1, 2, and 3", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Venn diagram", "slug": "venn", "status": "active", "canonId": "019de52d-0463-710d-b529-cce18d828d2f", "version": 1, "description": null }, "framework": null }, "subkind": "venn", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.609+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69bbd827-975b-44c6-8cf9-eac3b97a5737", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.05, "y": 0.55 }, "kind": "image", "text": "Initial lead candidate icon", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.609+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a6e438b-fb3b-49c2-9cc2-aa991b988544", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.4, "x": 0.55, "y": 0.4 }, "kind": "list", "text": "Higher potential therapeutics faster: Increased probability of success (Affinity, Developability, COGS), Higher potential with novel biology (Dual-binding, Conditional biologics)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.609+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdde3b8f-d3cd-4eba-9bac-4dc5f40eef71", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.9, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "Multiparametric AI lead-optimization for increased success rates & higher potential therapeutics", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:22.609+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a35971a-90b6-46ac-ba83-d703ffdf228d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4f60fb9c-71b6-4126-8e01-f002038bd5bb", "evidence": "list/bullet: Higher potential therapeutics faster", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.864949+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Venn diagram", "slug": "venn-diagram", "status": "active", "bestFor": null, "canonId": "019de52d-1f53-7290-96c8-79388c95fc17", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7d86b739-6217-4603-b02f-a8128601fff6", "evidence": "Venn diagram showing intersection of Property 1, 2, and 3", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:52.827751+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "06050f77-ca29-4a6e-8711-f7494b9a110b", "evidence": "Three overlapping circles representing property optimization", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:22.609+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "frameworkName": "venn-diagram" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 18, "type": "evidence", "title": "The slide uses a combination of scatter plots and marginal density plots to show data distribution and correlation metrics (Pearson/Spearman).", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "dense", "densityScore": 69, "componentCount": 7, "textChars": 427, "nDataPoints": 3, "notes": "The slide uses a combination of scatter plots and marginal density plots to show data distribution and correlation metrics (Pearson/Spearman).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:24.313+00", "seconds": 4.07, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/18", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-18", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.28, "x": 0.68, "y": 0.35 }, "kind": "chart", "text": "Affinity vs Naturalness scatter plot showing AI designed variants", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c06d45f-b5d7-49e9-8465-12ed439b1268", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.36, "y": 0.35 }, "kind": "chart", "text": "Predicted vs Measured ACE score correlation plot", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94d50189-7c1a-47c7-9484-a02242c585f6", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.04, "y": 0.35 }, "kind": "chart", "text": "Correlation of SPR log10KD vs ACE score with marginal density plots", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4e72491-81e2-482f-b0cd-4d4010dc65f4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.68, "y": 0.85 }, "kind": "paragraph", "text": "Models simultaneously tuning for affinity & maximizing Naturalness", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c43110e-cb77-4e12-b049-fb5c859b82e8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.04, "y": 0.85 }, "kind": "paragraph", "text": "Absci ACE assay generates high-throughput and high-quality data", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "523573a4-6bc1-43c7-9698-90d21a60af3c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.36, "y": 0.85 }, "kind": "paragraph", "text": "AI predictions highly correlate with wet-lab measurements", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e8323584-ddc9-4f8b-abf4-2de289680965", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "Multiparametric AI lead-optimization validated in the wet-lab", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.313+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d261a407-3fb8-43f2-b5e5-77083f0d0e14", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 18, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 18, "name": "Traction", "beatId": "8d1869e0-3dcc-4f9e-a0b8-6457ed4e2704", "matchId": "9897b345-b5e0-4a42-bfc1-04145d5b0e7b", "beatType": null, "evidence": "The deck validates multiparametric AI lead-optimization in the wet-lab", "position": 8, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 19, "type": "evidence", "title": "The chart shows a histogram of binding affinity (-log10(KD)) for designed variants compared to the wild-type Trastuzumab baseline.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "dense", "densityScore": 51, "componentCount": 4, "textChars": 590, "nDataPoints": 1, "notes": "The chart shows a histogram of binding affinity (-log10(KD)) for designed variants compared to the wild-type Trastuzumab baseline.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.399+00", "seconds": 3.044, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/19", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-19", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.4, "x": 0.06, "y": 0.3 }, "kind": "chart", "text": "Histogram of designed variants vs Trastuzumab baseline", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Histogram", "slug": "histogram", "status": "active", "canonId": "019de52d-01be-761c-b49c-3e9fe75bd252", "version": 1, "description": null }, "framework": null }, "subkind": "histogram", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.399+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33079d54-d2e0-4545-9832-9476668fe398", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.52, "y": 0.3 }, "kind": "list", "text": "AI predicts the affinity of unseen variants from libraries generated using diverse mutational strategies and combinatorial sequence space. AI models make predictions with actionable performance using <0.1% of the combinatorial sequence space as training set. Naturalness is associated with developability metrics and expression titer. Enables one-shot multiparametric lead optimization accelerating time to clinic", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.399+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0fae7f4-a5d3-40eb-a0c3-ad4ffc224210", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.06, "y": 0.1 }, "kind": "title", "text": "85% of Top 100 “natural” Trastuzumab variants exhibit higher-affinity than wild-type", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.399+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6418676f-278b-460d-8271-c04ac4592cd4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.06, "y": 0.05 }, "kind": "title", "text": "Case study: AI-Driven Lead Optimization", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.399+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb289145-3be8-4c84-9d12-d2a2ded1b490", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e39f7a8f-b9ce-4239-99f8-d3beeaadd332", "evidence": "list/bullet: AI predicts the affinity of unseen variants", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:52.996976+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 20, "type": "resolution", "title": "The slide uses a linear process flow to explain the company's core technology platform.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 28, "componentCount": 3, "textChars": 345, "nDataPoints": 0, "notes": "The slide uses a linear process flow to explain the company's core technology platform.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.248+00", "seconds": 2.787, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/20", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-20", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.92, "x": 0.04, "y": 0.39 }, "kind": "diagram", "text": "Four-stage workflow: 1. Find patient cohort specific targets -> Novel target discovery. 2. Discover novel antibodies -> De novo discovery in silico. 3. Optimize antibodies -> Lead optimization in silico. 4. Incorporate chemical handles -> Bionic SoluPro strain.", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39ff38e8-2988-4ee8-b9de-024748de602d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "Novel Target Discovery", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbf818d5-63d6-44e9-a124-05219df871aa", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.85, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "The leading AI platform for AI-enabled biologics drug creation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0e93a70d-bee6-4631-b6ca-e2d68774cb36", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "738ecc2e-718e-4ce9-a9ca-e22f7644af33", "evidence": "Four-stage workflow", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:53.071426+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "c56b5e18-9311-4932-9804-f890ee29f517", "evidence": "Linear flow of drug discovery stages", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:23.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 21, "type": "setup", "title": "The slide uses a stylized 'o' in 'potential' that matches the branding graphic on the left.", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 9, "componentCount": 2, "textChars": 106, "nDataPoints": 0, "notes": "The slide uses a stylized 'o' in 'potential' that matches the branding graphic on the left.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.01+00", "seconds": 2.529, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/21", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-21", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 1, "w": 0.11, "x": 0.03, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08918b5f-1475-4478-a317-008a562e5776", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.8, "x": 0.12, "y": 0.15 }, "kind": "title", "text": "Leveraging exceptional immune responses to identify new potential cancer specific targets and therapeutics", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55e4fabf-0b2f-40f1-8648-21ae681ec901", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "af00f20d-542d-40d6-beb3-5be830f0bbf0", "evidence": "The slide is titled 'Leveraging exceptional immune responses to identify new potential cancer specific targets and therapeutics' and has a type of 'section_divider', indicating a clear division between sections.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:37:19.113767+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 22, "type": "evidence", "title": "Includes a biological diagram of TLS and a Kaplan-Meier survival curve.", "function": "analyze_data", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 6, "textChars": 1055, "nDataPoints": 2, "notes": "Includes a biological diagram of TLS and a Kaplan-Meier survival curve.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.773+00", "seconds": 3.251, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/22", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-22", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.4, "x": 0.55, "y": 0.35 }, "kind": "chart", "text": "Kaplan-Meier survival curve showing progression-free survival for High vs Low Ig Straining.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd2cd85e-14d9-4325-bbac-1023ada1e70a", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.35, "x": 0.08, "y": 0.33 }, "kind": "image", "text": "Diagram of a tumor microenvironment showing B cells, T cells, macrophages, and plasma cells within a Tertiary Lymphoid Structure.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "382e5ec7-e393-4ee2-9b80-999f262eb3d2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.55, "y": 0.68 }, "kind": "list", "text": "The presence of TLS is associated with longer progression-free survival and better response to immune checkpoint inhibitors. Rapidly growing evidence illustrates correlation between TLS-derived antibodies in the tumor microenvironment and positive clinical outcomes. TLS-derived antibodies have been shown to be associated with apoptosis of cancer cells in patients.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9a41b970-64bd-4f71-b0e6-09d088ab17ec", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.78 }, "kind": "paragraph", "text": "Tertiary Lymphoid Structures (TLS) are centers of immune activity (B-cell proliferation and antibody production) that develop in chronically inflamed tissues such as tumors.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f28aa22-b581-4f9d-a225-cb3f70b1fc20", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.05, "y": 0.88 }, "kind": "source-note", "text": "Meylan, Maxime, et al. \"Tertiary lymphoid structures generate and propagate anti-tumor antibody-producing plasma cells in renal cell cancer.\" Immunity 55.3 (2022): 527-541.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8be8f910-cbe3-475a-a8e1-9a928c619db8", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.92, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Antibodies selected in tertiary lymphoid structures bind to cancer cells and are associated with favorable clinical outcomes", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.773+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c8c3746f-3c03-4e8f-a3b7-26d49d30c7c2", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b9413504-d72d-489b-9924-4cb3eab0cff2", "evidence": "list/bullet: The presence of TLS is associated with longer progression-free survival", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:53.146638+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 22, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 23, "type": "resolution", "title": "The slide uses a linear process flow that loops back to show the end-to-end integration of biological and computational steps.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 2, "textChars": 182, "nDataPoints": 0, "notes": "The slide uses a linear process flow that loops back to show the end-to-end integration of biological and computational steps.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.476+00", "seconds": 2.874, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/23", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-23", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.84, "x": 0.08, "y": 0.3 }, "kind": "diagram", "text": "Workflow from patient samples to antibody expression, target identification, and confirmation.", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ac6a3af-203e-4ad2-ac8e-b338d65b821e", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "Our integrated workflow identifies the antigens targeted by exceptional immune responses", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "09d26660-a5a2-4288-8b5c-0eebc465b4f4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "05e27438-0a58-45a5-9976-b1176d05f9d6", "evidence": "Workflow from patient samples to antibody expression, target identification, and confirmation", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:53.221394+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "51d037e2-9aac-4441-9faa-e6d0aa8f044b", "evidence": "The slide depicts a sequential workflow with arrows connecting distinct stages.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:23.476+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 24, "type": "evidence", "title": "The pie chart labels are slightly ambiguous; the 26% slice is labeled 'Immuno-oncology', 39% 'Oncology', and 35% 'Autoimmunity and Inflammation'.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 8, "textChars": 490, "nDataPoints": 6, "notes": "The pie chart labels are slightly ambiguous; the 26% slice is labeled 'Immuno-oncology', 39% 'Oncology', and 35% 'Autoimmunity and Inflammation'.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.629+00", "seconds": 2.975, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/24", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-24", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.6, "x": 0.05, "y": 0.25 }, "kind": "callout", "text": "A Highly Productive Workflow*", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "781df851-4ce1-4da9-8c42-c3fe67c05033", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.25, "x": 0.7, "y": 0.35 }, "kind": "chart", "text": "Distribution of therapeutic focus areas", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "44d1879c-c55f-4105-8dd5-93815d592ad9", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.6, "x": 0.05, "y": 0.6 }, "kind": "list", "text": "Expanded network of health care institutions provides continuous access to patient data; Validated examples in oncology, immunology and infectious diseases; Large collection of TLS-derived antibodies targeting cancer specific antigens.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b102ae70-dc74-468f-aace-8b17dbecfda7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.28, "y": 0.35 }, "kind": "metric", "text": ">250 Hits under evaluation", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f58558a-0041-428e-b532-ab43d5f31a2a", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.48, "y": 0.35 }, "kind": "metric", "text": "22 Antibody/Target pairs", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f2109ee-7028-4828-894e-e6f8922abd09", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.07, "y": 0.35 }, "kind": "metric", "text": ">6,600 Reconstructed antibodies", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bba4028c-a6a0-49ed-a897-a3e5cd940e08", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.05, "y": 0.9 }, "kind": "source-note", "text": "*Information as of 02/09/2023", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a88e0440-27e4-43a9-8ba7-6806c61a0f03", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Absci's workflow identifies antigens targeted by exceptional immune responses", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.629+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f2a0cd5-2f36-425b-adce-b87810886a86", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bd960c21-7168-4e21-a982-b25bc5cb7ccf", "evidence": "list/bullet: Expanded network of health care institutions provides continuous access to patient data", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:19:53.295609+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 25, "type": "resolution", "title": "The slide uses a linear process flow to demonstrate the platform's capabilities.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "sparse", "densityScore": 24, "componentCount": 3, "textChars": 268, "nDataPoints": 0, "notes": "The slide uses a linear process flow to demonstrate the platform's capabilities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:25.684+00", "seconds": 4.915, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/25", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-25", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.92, "x": 0.04, "y": 0.38 }, "kind": "diagram", "text": "Four-step process: Find patient cohort specific targets -> Discover novel antibodies -> Optimize antibodies' characteristics -> Incorporate site-specific chemical handles", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3a809480-2937-4ec7-8b42-31f5b1bba6a5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Absci's End-to-End Platform Solution", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b7154a9-00a6-4670-94dd-1628d09785c3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.85, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "The leading AI platform for AI-enabled biologics drug creation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d97b9c14-bf1b-4241-91e0-d77084850578", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "108615df-9e9b-4d0c-8b6d-af35f86169f9", "evidence": "Four-step process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:19:53.370524+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "310f1da9-e754-419a-8982-fd151dd93d9b", "evidence": "Linear flow of drug development steps", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:25.684+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 26, "type": "resolution", "title": "The slide illustrates the mechanism of incorporating non-standard amino acids into antibodies for ADC development.", "function": "present_solution", "rawType": "solution", "block": null, "metadata": { "slideType": "solution", "slideTypeCanon": { "name": "Solution", "slug": "solution", "status": "active", "canonId": "019de52d-0eb5-72ff-8b70-ba70a4199282", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 4, "textChars": 512, "nDataPoints": 0, "notes": "The slide illustrates the mechanism of incorporating non-standard amino acids into antibodies for ADC development.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.573+00", "seconds": 2.715, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/26", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-26", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.4, "x": 0.55, "y": 0.4 }, "kind": "image", "text": "EXPRESSION OF MAB IN BIONIC SOLUPRO™ CELL LINE (ADC PRECURSOR)", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Infographic", "slug": "infographic", "status": "active", "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8", "version": 1, "description": null }, "framework": null }, "subkind": "infographic", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.573+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc2e2d80-cd66-497c-ad43-fe90b12d6ead", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.45, "x": 0.05, "y": 0.55 }, "kind": "list", "text": "Bionic™ protein technology enables: Rapid assessment of payload location; Precise control over payload location; Uniform and homogenous Drug-Antibody-Ratio (DAR) for ADCs; Attachment of diverse chemical moieties for novel applications", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.573+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cee379e5-d3c6-4abe-88f5-6859fee2320e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.05, "y": 0.4 }, "kind": "paragraph", "text": "Absci is advancing a high-yielding SoluPro™ platform that enables selective site-specific nsAA incorporation into difficult-to-produce biologics", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.573+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0491226-0f8b-4e95-8e39-68260ba7d58e", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.8, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Bionic™ protein technology: Non-standard amino acid (nsAA) incorporation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.573+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8449daf6-3da7-4e14-aa9a-f0aa0829b20a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "ded40725-f69a-484c-aa85-52553dc6ddc6", "evidence": "Bionic protein technology enables", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:31.607719+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Value Proposition Canvas", "slug": "value-proposition-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-85a9-713f-8a1c-b6e5af5cc6cd", "version": 1, "bodyDocId": null, "description": "Mapping customer jobs/pains/gains to your value proposition", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "80034469-3b2a-43a0-a7f3-b08ce0376168", "evidence": "Bionic protein technology enables", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:31.644962+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 27, "type": "setup", "title": "The slide uses a visual representation of bacterial cells to highlight three key engineering features: redox environment, expression control, and nsAA incorpora", "function": "present_solution", "rawType": "product_demo", "block": null, "metadata": { "slideType": "product_demo", "slideTypeCanon": { "name": "Product demo", "slug": "product_demo", "status": "active", "canonId": "019de52d-0f06-7288-84f2-7568c1020fce", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 10, "textChars": 637, "nDataPoints": 0, "notes": "The slide uses a visual representation of bacterial cells to highlight three key engineering features: redox environment, expression control, and nsAA incorporation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:24.253+00", "seconds": 3.225, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/27", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-27", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.15, "x": 0.05, "y": 0.35 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29df1518-4a64-48ac-bca2-d203dc0d6858", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.55, "y": 0.4 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "333c260b-1f5e-482d-9ac4-7b5fad4def27", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.45, "y": 0.58 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "505cfde3-7969-42ae-959a-430ed273d9d0", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.26, "y": 0.48 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be2e20b1-84a7-4a42-b538-fc810a204dda", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.76, "y": 0.58 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c4c5b761-44cd-4e3d-831d-e58a90330dc1", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.38, "y": 0.8 }, "kind": "paragraph", "text": "Bionic SoluPro™ cell lines for nsAA incorporation: A SoluPro™ cell line optimized for high-efficiency incorporation of non-standard amino acids", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "16346898-9920-49ce-905b-ed12d367567a", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.22, "x": 0.04, "y": 0.65 }, "kind": "paragraph", "text": "SoluPro™ & Bionic SoluPro™: Patented E. coli cell lines bioengineered for production of mammalian proteins and site-specific incorporation of non-standard amino acids", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b6c4436-321d-4738-a107-4fa7d7e3cfb9", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.23, "x": 0.73, "y": 0.38 }, "kind": "paragraph", "text": "Precise expression control: SoluPro™ cell lines achieve precise control over induction through genetic engineering of metabolic pathways and proprietary plasmid designs", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "728fc1da-c9e6-42fd-a619-9d7ab1da59bb", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.26, "y": 0.35 }, "kind": "paragraph", "text": "Semi-oxidized cytoplasm: Engineered redox environment to achieve scalable, soluble protein production", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d4981ee9-6b41-4b1b-a0d0-06c932809e19", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "SoluPro™ & Bionic SoluPro™ – Specialized E. coli cell lines", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.253+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "67595111-5592-4b79-aff8-1299a56a0bd4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Aesthetic-Usability Effect", "slug": "aesthetic-usability-effect", "status": "active", "bestFor": null, "canonId": "019dd956-c150-75ee-9212-183da76c56da", "version": 1, "bodyDocId": null, "description": "Attractive designs are perceived as easier to use and more trustworthy", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "4e449a08-f161-4660-81ef-cfc2a054167c", "evidence": "SoluPro & Bionic SoluPro – Specialized E. coli cell lines", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:20:31.720831+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 28, "type": "evidence", "title": "Case study showing molecular weight validation of protein expression.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 4, "textChars": 269, "nDataPoints": 8, "notes": "Case study showing molecular weight validation of protein expression.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.457+00", "seconds": 2.302, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/28", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-28", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.15, "x": 0.04, "y": 0.35 }, "kind": "chart", "text": "Western Blot (Soluble, Reduced)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.457+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7abbcae4-2b4f-4fd9-b7b6-5c89acdb7a30", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.2, "x": 0.75, "y": 0.45 }, "kind": "list", "text": "KEY RESULTS: 1) Incorporation of the nsAA detected in all sites 2) Observed good expression for all nsAA incorporated sites", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.457+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71f0bd28-4736-40fd-a5a9-8be5aca5150c", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.45, "x": 0.2, "y": 0.42 }, "kind": "table", "text": "Lane/Sample mapping for mAb and Fab", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.457+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39913691-ab16-4824-93ea-8ace62e28bc6", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Bionic SoluPro™ enables nsAA incorporation in different frameworks (mAb and Fab)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.457+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a128d84a-8ad9-4b22-8b3a-69c5c9217c43", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e58e88c4-c962-4c2b-8116-5df2ed233b7e", "evidence": "KEY RESULTS: 1) Incorporation of the nsAA detected in all sites 2) Observed good expression for all nsAA incorporated sites", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:31.797882+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 29, "type": "setup", "title": "The slide uses a four-column layout to categorize value propositions, each supported by a small icon or diagram.", "function": "present_solution", "rawType": "unfair_advantage", "block": null, "metadata": { "slideType": "unfair_advantage", "slideTypeCanon": { "name": "Unfair advantage", "slug": "unfair_advantage", "status": "active", "canonId": "019de52d-0f56-744f-8bb4-c8a8cca240d6", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 4, "textChars": 437, "nDataPoints": 0, "notes": "The slide uses a four-column layout to categorize value propositions, each supported by a small icon or diagram.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:23.803+00", "seconds": 2.486, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/29", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-29", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.9, "x": 0.05, "y": 0.6 }, "kind": "image", "text": "Four columns with icons representing the value drivers: 3D landscape plot, circular process flow, cross-species binding diagram, and IP flag on a grid.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Infographic", "slug": "infographic", "status": "active", "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8", "version": 1, "description": null }, "framework": null }, "subkind": "infographic", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.803+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63abed09-86c5-4b4f-9991-c007f97dba73", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.9, "x": 0.05, "y": 0.3 }, "kind": "list", "text": "Higher Potential Biologics with Increased PoS; Reducing Time & Increasing Competitiveness; Novel biology: Multi-valent biologics & conditional biologics; Broadening Intellectual Property Space", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.803+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aafc7fbd-db73-4ce0-9ee9-6afa578baee3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Value Creation for Patients and Partners - TODAY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.803+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "176b9b18-68ce-4cda-8335-dadf62258a0d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.6, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "Unlocking new and differentiated value drivers", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:23.803+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9827d163-619f-4002-9f63-f4818d4d4190", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Storytelling: the three headline reasons", "slug": "three-reasons", "status": "active", "bestFor": null, "canonId": "019df269-279c-773a-b063-5bc5f939bf3e", "version": 1, "bodyDocId": "019df269-2777-7629-9421-3abab5842d6b", "description": "A single slide, early in the deck (typically slide 3 — immediately after the", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "8fb5331b-e371-4afb-b69d-c69472b1eeac", "evidence": "Higher Potential Biologics with Increased PoS; Reducing Time & Increasing Competitiveness; Novel biology: Multi-valent biologics & conditional biologics", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:20:31.874522+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 30, "type": "resolution", "title": "PoS stands for Probability of Success. The slide uses a comparative timeline framework to illustrate efficiency gains.", "function": "plan_implementation", "rawType": "timeline", "block": null, "metadata": { "slideType": "timeline", "slideTypeCanon": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-0851-75eb-b758-ea2965e7739a", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 46, "componentCount": 4, "textChars": 376, "nDataPoints": 8, "notes": "PoS stands for Probability of Success. The slide uses a comparative timeline framework to illustrate efficiency gains.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:24.947+00", "seconds": 3.235, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/30", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-30", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.88, "x": 0.06, "y": 0.28 }, "kind": "chart", "text": "Comparative timeline of Traditional vs Absci drug development process", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": null, "framework": null }, "subkind": "timeline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.947+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ee58cf6-7067-4918-ba20-1cd2e40512eb", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.48, "x": 0.46, "y": 0.675 }, "kind": "list", "text": "ACCELERATED TIME TO CLINIC; CANDIDATE WITH OPTIMAL PROPERTY PROFILE INCREASES CLINICAL POS WITH CHANGE FOR SHORTER DEVELOPMENT; EXPANDED PORTFOLIO WITH MORE 'SHOTS ON GOAL'; POTENTIALLY LONGER TIME ON PATENT INCREASING BACK-END REVENUES", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.947+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "681fc026-98cd-48b2-990e-7b0298f2b565", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.06, "y": 0.05 }, "kind": "title", "text": "Better Biologics Faster", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.947+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eacf99c8-0fc9-4e16-9a7a-65a496bef968", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.6, "x": 0.06, "y": 0.09 }, "kind": "title", "text": "Accelerating time to clinic while increasing PoS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.947+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "634dfa42-6111-48cb-ba27-8f433cdd182a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "1ccd4c28-12fa-48b3-8c58-f831e5864f94", "evidence": "Comparative timeline of Traditional vs Absci drug development process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:31.948507+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "708d50f6-dd2d-4ac0-905b-fd894d70f3a2", "evidence": "Visual comparison of development stages over time", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:24.947+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "frameworkName": "timeline" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 31, "type": "setup", "title": "The chart uses a dot-plot style to represent cash flow magnitude over time, color-coded by development stage.", "function": "present_solution", "rawType": "business_model", "block": null, "metadata": { "slideType": "business_model", "slideTypeCanon": { "name": "Business model", "slug": "business_model", "status": "active", "canonId": "019de52d-0fa6-7104-86d0-e5781f8b8b45", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 4, "textChars": 330, "nDataPoints": 25, "notes": "The chart uses a dot-plot style to represent cash flow magnitude over time, color-coded by development stage.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:24.248+00", "seconds": 2.479, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/31", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-31", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.9, "x": 0.05, "y": 0.4 }, "kind": "chart", "text": "Dot plot showing revenue milestones over 25 years", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2b5e879-c023-4ff0-9438-a85020964372", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.04, "y": 0.88 }, "kind": "source-note", "text": "*Illustrative of Discovery Partnership; assuming successful commercialization. Regulatory milestone captured in clinical development, and single digit royalty rates", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a8bafb3-f9b0-4e55-b5ae-3997e75214b4", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "Creating Compounding Value for Shareholders", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c07515f-8f18-44e0-8199-310ad07815f7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.3 }, "kind": "title", "text": "Illustrative Economic Structure of a Successful Drug Discovery Partnership", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0818eba8-6dd5-459c-a11e-7c2be526db73", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "46165aff-4167-403b-b889-36a0e042a157", "evidence": "Dot plot showing revenue milestones over 25 years", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:20:32.024944+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 32, "type": "evidence", "title": "The slide uses a split layout with imagery on the left and a KPI table on the right.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "balanced", "densityScore": 35, "componentCount": 4, "textChars": 212, "nDataPoints": 5, "notes": "The slide uses a split layout with imagery on the left and a KPI table on the right.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:24.745+00", "seconds": 2.897, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/32", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-32", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.42, "x": 0.03, "y": 0.25 }, "kind": "image", "text": "Collage of office, lab, and team photos", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.745+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ba38296-893e-46b0-8f71-729744bde4fe", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.03, "y": 0.88 }, "kind": "source-note", "text": "*as of end of Q3, 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.745+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c847b72-4f8e-4577-9e32-efeb8e7c6e7a", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.5, "x": 0.47, "y": 0.25 }, "kind": "table", "text": "Table of key metrics: >200 employees, 77,000 sq ft, >$180M cash, >200 patents, Billions of data points", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "KPI table", "slug": "kpi", "status": "active", "canonId": "019de52d-0324-7799-a84e-d0885a8ad400", "version": 1, "description": null }, "framework": null }, "subkind": "kpi", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.745+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cc5e262c-7067-4c83-af4a-056f07438d97", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "Well positioned to revolutionize AI drug creation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:24.745+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b636fd8a-3fee-4cd2-bf51-ef3c785b60b2", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "18552a2c-dd30-4181-9a8b-878b400cf978", "evidence": ">200 employees, 77,000 sq ft, >$180M cash, >200 patents, Billions of data points", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.100661+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 33, "type": "evidence", "title": "Uses testimonials/quotes from partners to establish credibility.", "function": "show_traction", "rawType": "traction", "block": null, "metadata": { "slideType": "traction", "slideTypeCanon": { "name": "Traction", "slug": "traction", "status": "active", "canonId": "019de52d-0edd-72ab-820f-3ebc71a9c542", "version": 1, "description": null }, "function": "show_traction", "functionCanon": { "name": "Show traction", "slug": "show_traction", "status": "active", "canonId": "019de52d-16a8-756a-9b38-a7d35420561d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 7, "textChars": 663, "nDataPoints": 1, "notes": "Uses testimonials/quotes from partners to establish credibility.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:25.153+00", "seconds": 2.991, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/33", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-33", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.2, "x": 0.05, "y": 0.4 }, "kind": "image", "text": "Merck", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01b60283-deec-4d61-8563-45e033627676", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.55, "y": 0.4 }, "kind": "image", "text": "EQRx", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2205632c-263b-43ab-8b8a-023147a469da", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.48 }, "kind": "paragraph", "text": "Merck leans into AI with $610M in biobucks for Absci drug discovery pact", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1876d389-cbba-411b-bd9b-8501d40f717c", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.55, "y": 0.48 }, "kind": "paragraph", "text": "EQRx and Absci Announce Partnership to Discover and Develop Next-Generation Protein-Based Drugs", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "915d882b-9c10-4b8d-acd1-5f559a2714cc", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.55, "y": 0.6 }, "kind": "quote", "text": "Absci's technology platform enables rapid discovery and production of well-differentiated protein-based drugs that are elusive to other discovery approaches. We are excited to work with Absci...", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1d3fbb2-41f6-45be-8a1a-e34f43bd7058", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.6 }, "kind": "quote", "text": "At Merck we are continually evaluating new ways to build, expand, and refine our biologics capabilities. Absci's platform offers a compelling opportunity to design new biologic candidates and explore the expression of complex proteins.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb6ab1af-7a40-4b9e-b225-2d0398aa813e", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "Technology validated through industry-leading partnerships", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4fff2649-2b98-461d-b960-be2405bb1fce", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Social Proof", "slug": "social-proof", "status": "active", "bestFor": null, "canonId": "019dd956-990d-7620-82b3-6dd286f34568", "version": 1, "bodyDocId": null, "description": "People adapt behavior based on what others do - show adoption and testimonials", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "108119ec-7b58-41f2-9806-6e2ba5e5db4d", "evidence": "At Merck we are continually evaluating new ways to build, expand, and refine our biologics capabilities. Absci's platform offers a compelling opportunity to design new biologic candidates and explore t", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:20:32.175822+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "ede21045-ca9e-497f-97b8-67dc974ed397", "evidence": "Uses quotes from industry leaders to validate technology", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:25.153+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "frameworkName": "authority-citation" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 34, "type": "setup", "title": "Includes a 'Chief Morale Officer' (a dog) as a lighthearted team member.", "function": "other", "rawType": "team_bio", "block": null, "metadata": { "slideType": "team_bio", "slideTypeCanon": { "name": "Team bio", "slug": "team_bio", "status": "active", "canonId": "019de52d-0a7d-7394-ae5b-037478e71f1e", "version": 1, "description": null }, "function": "other", "functionCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 5, "textChars": 287, "nDataPoints": 0, "notes": "Includes a 'Chief Morale Officer' (a dog) as a lighthearted team member.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:25.099+00", "seconds": 2.824, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/34", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-34", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.85, "x": 0.13, "y": 0.34 }, "kind": "image", "text": "Executive leadership team photos", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Headshot", "slug": "headshot", "status": "active", "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf", "version": 1, "description": null }, "framework": null }, "subkind": "headshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.099+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9952a81e-bc2d-4ff6-b079-8a7d6709d13c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.7 }, "kind": "image", "text": "Logos of companies including Bayer, Google, Pfizer, HP, Amgen, GSK, Nike, Meta, OpenAI, MIT, Oxford, Shire", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo grid", "slug": "logo-grid", "status": "active", "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215", "version": 1, "description": null }, "framework": null }, "subkind": "logo-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.099+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d8356d93-bc14-40b2-b233-6e2384aa85e1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.63 }, "kind": "paragraph", "text": "Senior leadership bring experience from industry leaders including:", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.099+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd4d8359-194d-4c82-8b23-6b7ccf9435f3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Trailblazing Management Team", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.099+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90955325-f9aa-4961-b1d6-44a22a2060e5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.65, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "The right leadership team to accomplish the Impossible", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.099+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "03163a25-b189-49e2-afd4-f559e3579863", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "ead1c53f-25eb-49a4-85b5-c6726cb0de13", "evidence": "Senior leadership bring experience from industry leaders including:", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.252106+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 35, "type": "setup", "title": "The slide uses a grid layout to display headshots and credentials for both boards, followed by a row of corporate logos.", "function": "cite_precedent", "rawType": "team_bio", "block": null, "metadata": { "slideType": "team_bio", "slideTypeCanon": { "name": "Team bio", "slug": "team_bio", "status": "active", "canonId": "019de52d-0a7d-7394-ae5b-037478e71f1e", "version": 1, "description": null }, "function": "cite_precedent", "functionCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-142b-714b-86d4-58aad7b568ec", "version": 1, "description": null }, "density": "balanced", "densityScore": 43, "componentCount": 6, "textChars": 187, "nDataPoints": 0, "notes": "The slide uses a grid layout to display headshots and credentials for both boards, followed by a row of corporate logos.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:25.677+00", "seconds": 3.348, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/35", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-35", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.35, "x": 0.15, "y": 0.63 }, "kind": "image", "text": "Scientific Advisory Board headshots", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Headshot", "slug": "headshot", "status": "active", "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf", "version": 1, "description": null }, "framework": null }, "subkind": "headshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31914f17-08a2-494b-aab7-340e224db422", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.8, "x": 0.15, "y": 0.33 }, "kind": "image", "text": "Board of Directors headshots", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Headshot", "slug": "headshot", "status": "active", "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf", "version": 1, "description": null }, "framework": null }, "subkind": "headshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aeb10619-0546-40fb-a62b-89105bc3cedc", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.55, "y": 0.65 }, "kind": "image", "text": "Corporate logos", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo grid", "slug": "logo-grid", "status": "active", "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215", "version": 1, "description": null }, "framework": null }, "subkind": "logo-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06b39ea4-440f-4fce-98b9-4818922eae1a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.04, "y": 0.38 }, "kind": "paragraph", "text": "Board of Directors", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7f2191f3-159d-4ddc-87f4-51d42554be94", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.04, "y": 0.68 }, "kind": "paragraph", "text": "Scientific Advisory Board", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "89227f63-6f4d-487a-9a67-fcbddf6aa85c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Backed by a board of industry, platform, and scientific innovators", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae1f14e3-6bc1-4e56-a471-f83b0041489d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "839c39de-00df-404c-94fd-41f96cdf636f", "evidence": "Scientific Advisory Board", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.32679+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "b36674ac-4efb-47a6-ac73-fe22d6b2ec72", "evidence": "Leveraging board member affiliations to build company trust", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:06:25.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "frameworkName": "credibility-transfer" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 36, "type": "resolution", "title": "The slide uses a growth curve to illustrate technological progression over time.", "function": "plan_implementation", "rawType": "timeline", "block": null, "metadata": { "slideType": "timeline", "slideTypeCanon": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-0851-75eb-b758-ea2965e7739a", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "sparse", "densityScore": 18, "componentCount": 3, "textChars": 179, "nDataPoints": 0, "notes": "The slide uses a growth curve to illustrate technological progression over time.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:25.113+00", "seconds": 2.684, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/36", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-36", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.6, "x": 0.35, "y": 0.15 }, "kind": "diagram", "text": "Timeline of innovation from 10 years ago to today", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-03c5-73fc-84aa-4180cbf0f5cf", "version": 1, "description": null }, "framework": null }, "subkind": "timeline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.113+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d9276ef-3b52-46d8-857b-b4e92bac067f", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.4, "y": 0.76 }, "kind": "legend", "text": "INNOVATION & VALUE CREATION", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.113+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2d02e0d0-f76e-4d7f-a67d-71c463e26888", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.4, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "Absci is leading the way in AI drug creation towards breakthrough therapeutics at the click of a button", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.113+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ffc52cf-a905-43b1-b08f-926994d7ad2a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Narrative foundations (from the Storymakers methodology)", "slug": "narrative-foundations", "status": "active", "bestFor": null, "canonId": "019df269-258b-71bd-ad14-53598df04d2b", "version": 1, "bodyDocId": "019df269-2567-736e-8b9c-4ec77611334a", "description": "This skill focuses on the *adversarial* genre — activist campaigns, short", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "8e2dad96-b31c-4fd3-b32a-2a017cd23d48", "evidence": "Absci is leading the way in AI drug creation towards breakthrough therapeutics at the click of a button", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:20:32.4037+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "2b8a2041-d62f-4665-a68a-703ffcab6711", "evidence": "Chronological progression of technology milestones", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:06:25.113+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "frameworkName": "timeline" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 37, "type": "setup", "function": "transition", "rawType": "transition", "block": null, "metadata": { "slideType": "transition", "slideTypeCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-0693-7766-9f05-887f41f8e41e", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 14, "componentCount": 3, "textChars": 117, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:06:25.053+00", "seconds": 2.287, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-6e40-7441-bfa0-d80627fc8d08/37", "deck": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08", "deckAnchor": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08#slide-37", "deckJson": "/decks/019de074-6e40-7441-bfa0-d80627fc8d08.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.94 }, "kind": "disclaimer", "text": "CORPORATE PRESENTATION MARCH 2023 | ABSCI CORPORATION 2023 ALL RIGHTS RESERVED", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.053+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e0170e5-da42-4e48-bd59-a19a8427cb90", "parentComponentId": null }, { "bbox": { "h": 0.28, "w": 0.46, "x": 0.06, "y": 0.22 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.053+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d760e2ee-9825-4dc3-9e7b-75c7bda72189", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.88, "x": 0.06, "y": 0.525 }, "kind": "title", "text": "This revolution is only just beginning.", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:06:25.053+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "784c8981-316f-47ec-b9c5-7690198efd09", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Call to action", "slug": "call-to-action", "status": "active", "bestFor": null, "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c", "version": 1, "bodyDocId": null, "description": "Explicit prescription of what the audience should do next.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b1a93767-82a6-4284-aab6-fed27afd8d21", "evidence": "This revolution is only just beginning.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 00:20:32.484356+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true } ], "arcBeats": [ { "from": 3, "to": 3, "label": "Why Now", "description": "The deck starts by highlighting the timeliness of the opportunity" }, { "from": 4, "to": 4, "label": "Problem Statement", "description": "The deck clearly articulates the problem with the current drug discovery paradigm" }, { "from": 6, "to": 6, "label": "Solution", "description": "The deck presents Absci's Integrated Drug Creation platform as a solution" }, { "from": 9, "to": 9, "label": "Traction", "description": "The deck showcases cycles completed within weeks" }, { "from": 10, "to": 10, "label": "Thesis Headline", "description": "The deck highlights Absci's unique value proposition" }, { "from": 12, "to": 12, "label": "Solution", "description": "The deck further elaborates on Absci's solution" }, { "from": 14, "to": 14, "label": "Traction", "description": "The deck presents evidence of AI-generated highly diverse and effective binders" }, { "from": 16, "to": 16, "label": "Solution", "description": "The deck explains multiparametric AI lead-optimization" }, { "from": 18, "to": 18, "label": "Traction", "description": "The deck validates multiparametric AI lead-optimization in the wet-lab" } ], "loops": [ { "from": 3, "to": 3, "label": "Why Now", "description": "Highlight the timeliness of the opportunity" }, { "from": 4, "to": 4, "label": "Cost Of Inaction", "description": "Highlight the cost of inaction" }, { "from": 10, "to": 10, "label": "Golden Circle", "description": "Explain the what, how, and why" }, { "from": 14, "to": 14, "label": "Before After", "description": "Show the before and after" } ] }