{ "schemaVersion": "deck-intelligence.v1", "id": "019de074-a700-7657-a81b-294badb4027d", "slug": "67e79e002ddeb617e9341b6e20b69755", "title": "Absci | Investor Presentation Deck | 27 slides", "subtitle": "Absci · 2023-04", "author": "Absci", "date": "2023-04-01 00:00:00", "pageCount": 27, "kind": "pitchdeck", "orientation": "landscape", "aspectRatio": 1.7777778, "document": { "id": "019de074-a700-7657-a81b-294badb4027d", "slug": "67e79e002ddeb617e9341b6e20b69755", "title": "Absci | Investor Presentation Deck | 27 slides", "rawTitle": "Absci | Investor Presentation Deck | 27 slides", "authorId": "absci", "authorName": "Absci", "authorDisplay": "Absci", "kind": { "slug": "pitchdeck", "label": "Pitch deck" }, "sourceType": { "slug": "investor_relations", "label": "Investor relations" }, "fileName": "2023-04__absci__investor-pres__67e79e00.pdf", "sourceUrl": "https://www.slidebook.io/company/absci/presentation/67e79e002ddeb617e9341b6e20b69755/", "sourceDate": "2023-01-01 00:00:00", "presentationDate": "2023-04-01 00:00:00", "ingestedAt": "2026-04-30 22:13:54.661796+00", "status": "ready", "pageCount": 27, "orientation": "landscape", "aspectRatio": 1.7777778, "targetCompany": null, "targetTicker": null, "metadata": { "corpus": "slidebook", "industry": "biotechnology", "local_root": "/Users/miguelsuredasuau/Desktop/lalalalla/_scrape/slidebook/decks/2023-04__absci__investor-pres__67e79e00", "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": 27, "pagesIndexed": 27, "pagesWithImages": 27, "pagesWithMetadata": 27, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 126, "chartCount": 3, "metricSlides": 0, "toolMatches": 12, "documentToolMatches": 0, "frameworkMatches": 14, "arcMatches": 1, "beatMatches": 5, "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": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "evidence": "The presentation follows a sparkline narrative arc, starting with the current situation, highlighting the potential for disruption, and showcasing the solution and its benefits", "isPrimary": true, "confidence": 0.8, "extraction": { "at": "2026-07-16 22:31:43.107789+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "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": 1, "name": "Setup", "beatId": "03ade2e7-3a4a-4165-8a5a-da736a8e68ed", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "evidence": "The presentation starts with an introduction to Absci and its mission", "position": 0, "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": 5, "name": "Problem", "beatId": "54f2d64a-c7fd-4d48-a721-747fefc54488", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Problem (Identify pain)", "slug": "problem-agitate-solution-problem-identify-pain", "status": "active", "canonId": "019dd9b8-0e78-74bb-b8f6-54348367a131", "version": 1, "description": null }, "evidence": "The presentation highlights the problems with current drug discovery methods", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 11, "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": 7, "name": "Solution", "beatId": "0bf93ca6-44e9-4fac-a111-e388cf78bd8b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The presentation showcases Absci's solution and its benefits", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "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": 12, "name": "Evidence", "beatId": "f35d2681-ce91-4e58-9438-877aeb08ea6b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "evidence": "The presentation provides evidence for the effectiveness of Absci's solution", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 5, "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": "8f5693f1-7b57-4b26-8f93-cb01c7629039", "evidence": "The presentation highlights the problems with current drug discovery methods", "position": 0, "objective": "What are the costs of not disrupting the current drug discovery paradigm?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.301473+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 7, "from": 6, "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": "1e45bdee-573a-4e3e-b0ce-fc3dfb51c5ec", "evidence": "The presentation highlights the emerging innovative approach", "position": 2, "objective": "Why is now the right time for Absci's solution?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.365627+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 22, "from": 20, "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": "b472e12c-8f71-4921-ab9c-30b7548189f2", "evidence": "The presentation provides an illustrative economic structure of a successful drug discovery partnership", "position": 3, "objective": "What is the potential impact of Absci's solution?", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:31:43.398867+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "tools": [ { "tool": { "name": "Three-Act Structure", "slug": "three-act-structure", "status": "active", "bestFor": null, "canonId": "019dd956-8812-7796-9105-e7bc0e405681", "version": 1, "bodyDocId": null, "description": "Setup, Confrontation, Resolution - classic dramatic structure", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e975a360-8b2f-4319-950f-27db80e7317f", "evidence": "The problem statement sets up the context, and the following slides introduce a solution", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:36.382641+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "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": "a97387fb-d407-4422-913f-3524cbbeff6b", "evidence": "Flywheel diagram showing Data to Train, Wet Lab to Validate, and AI to Create", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:36.790018+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "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": "315c964c-72e7-434f-ab33-ddd4f937ddad", "evidence": "list/bullet: Absci’s breakthrough unlocks the potential to accelerate time to clinic by over 50% and increase probability of success in the clinic.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:21:37.534074+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": "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": "123befa4-2476-48d6-bc76-bae84571b7de", "evidence": "diagram/process: Process flow from target antigen to AI model to wet lab validation", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:37.493294+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": "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": "484bb23a-4dd1-4cb8-8a22-2036c9d53823", "evidence": "list/bullet: Higher Potential Biologics with Increased PoS; Reducing Time & Increasing Competitiveness; Novel biology: Multi-valent biologics & conditional biologics; Broadening Intellectual Property Space", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:21:37.655741+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "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": "7cc8d86d-91e8-4493-b6bf-2346170ac351", "evidence": "diagram/venn: Venn diagram showing Selectivity, Affinity, and Naturalness", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:21:37.615487+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "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": "40865765-ba1c-4d8a-b980-3d2ddc4b226f", "evidence": "list/bullet: ACCELERATED TIME TO CLINIC; CANDIDATE WITH OPTIMAL PROPERTY PROFILE INCREASES CLINICAL POS WITH CHANCE FOR SHORTER DEVELOPMENT; EXPANDED PORTFOLIO WITH MORE ‘SHOTS ON GOAL’; POTENTIALLY LONGER TIME ON PATENT", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:21:37.777684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "412049ec-9a2c-47b0-9856-dbf1ce6bf992", "evidence": "chart/timeline: Comparison of traditional vs Absci drug development timelines", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:37.736781+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7daec619-bcc8-43a5-817c-378c96484876", "evidence": "table/kpi: Table of company metrics", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:21:37.898869+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": "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": "ed19e516-fa4a-4aba-b10b-06e874e053fb", "evidence": "paragraph/paragraph: At Merck we are continually evaluating new ways to build, expand, and refine our biologics capabilities.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:37.980603+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": "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": "8c5302d2-7edb-4675-9e68-a4085372d8f0", "evidence": "list/bullet: Absci has built a world class team of leaders in drug discovery, including Dr. Andreas Busch, PhD as Chief Innovation Officer.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:21:38.060615+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": "Storytelling: the closing ask", "slug": "closing-ask", "status": "active", "bestFor": null, "canonId": "019df269-24e0-70ab-8dd9-983832c1c665", "version": 1, "bodyDocId": "019df269-24bc-7554-b88d-245127606b8d", "description": "The single most important slide in the deck — after the cover. The final", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "b189b8b9-9762-45e8-bea1-ff6dd3713d12", "evidence": "title/headline: This revolution is only just beginning.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:21:38.262912+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": [ { "matchId": "ddcf712e-ff80-42d5-8a47-89d9502b768e", "evidence": "The slide explicitly labels the section as 'THE PROBLEM' and details the pain points of the current industry.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "problem-statement" }, { "matchId": "9bcab3d1-5038-4ebb-a38c-f16739e12f12", "evidence": "The slide frames the market opportunity as an emerging field with a specific catalyst (Inflation Reduction Act) and a unique competitive positioning.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "why_now" }, { "matchId": "73ab8e66-5feb-4071-bde4-871557b0ff9b", "evidence": "needle in a haystack", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "frameworkName": "metaphor-analogy" }, { "matchId": "f3f23c63-7b69-4e9b-aec0-8ac4d67c940f", "evidence": "The circular diagram represents a self-reinforcing loop of data, AI, and validation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "flywheel" }, { "matchId": "795960bf-ac1e-4c1d-8eae-4affb06e9eb2", "evidence": "Contrasts small molecule data availability with biologic data limitations.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:56.548+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "frameworkName": "comparison-frame" }, { "matchId": "839eee44-deeb-4358-9cac-6349aa9b7520", "evidence": "The slide uses a left-to-right flow diagram to explain the technical workflow.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "process" }, { "matchId": "6bd750b8-1269-4c3b-ac06-68ca00cdef74", "evidence": "Linear flow of drug discovery steps", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:54.389+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "frameworkName": "process" }, { "matchId": "5a52ebd3-99ef-4283-b086-c2b5fe236052", "evidence": "Circular process diagram showing iterative improvement", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "frameworkName": "flywheel" }, { "matchId": "670eaa16-d695-40f9-b945-8feedce96d68", "evidence": "The slide depicts a linear workflow from input (antigen) to output (validated binders) via AI.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:55.983+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "frameworkName": "process" }, { "matchId": "7638dc17-55af-477d-8186-3dd989f3c6b7", "evidence": "Four distinct pillars of value creation for pharma partners", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "frameworkName": "value-proposition-framework" }, { "matchId": "3a64a6b4-ec48-4b9f-85a0-3b5f8d12b253", "evidence": "Compares traditional industry standard vs Absci solution to show improvement.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "frameworkName": "before-after-bridge" }, { "matchId": "20fa85a0-68f3-4985-88f3-05f266b2c282", "evidence": "The slide maps revenue streams (upfront, milestones, royalties) against a 25-year development timeline.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "frameworkName": "revenue-lifecycle" }, { "matchId": "67dc7807-6ff0-4d61-96fa-df041029d2e0", "evidence": "Using partner logos and executive quotes to validate technology.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 22, "frameworkName": "credibility-transfer" }, { "matchId": "9691ff9e-f579-4155-98a7-dab43d67ca7f", "evidence": "Chronological progression of technology milestones", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:00:55.581+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "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 Python-like code snippets to illustrate the technical nature of their drug discovery platform.", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/Gx835aSN2feTrR0jHjoLsv8I9N20iLRFLo7khg3nF6w/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U3OWUwMDJkZGViNjE3ZTkzNDFiNmUyMGI2OTc1NS9wMDAxLmpwZw", "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": "sparse", "densityScore": 21, "componentCount": 4, "textChars": 96, "nDataPoints": 0, "notes": "The slide uses Python-like code snippets to illustrate the technical nature of their drug discovery platform.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:52.341+00", "seconds": 2.406, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/1", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-1", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.1, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "absci", "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 12:00:52.341+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "23aee391-bea7-4fbb-aba1-76e48a408101", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.05, "y": 0.85 }, "kind": "paragraph", "text": "AN INTRODUCTION TO ABSCI & AI DRUG DISCOVERY", "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 12:00:52.341+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29300850-f518-45aa-ba55-89669c229175", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "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 12:00:52.341+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "428394fb-0642-48cc-9b34-e5117a7f8488", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.5, "x": 0.25, "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 12:00:52.341+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c143257f-14b9-40d8-ab09-7582091a0edb", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "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": 1, "name": "Setup", "beatId": "03ade2e7-3a4a-4165-8a5a-da736a8e68ed", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "evidence": "The presentation starts with an introduction to Absci and its mission", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/IfNeU9ZK5UHr9GuMVUQqJkY8s1Vbz8DxfChNwqWNeFg/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U3OWUwMDJkZGViNjE3ZTkzNDFiNmUyMGI2OTc1NS9wMDAxLmpwZw", "imagePathAlt": "https://imgproxy.kitesheet.com/W88KBOLgs_LSji-XTyDubpnr3G0vHx8lX91kOEQ2hNU/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U3OWUwMDJkZGViNjE3ZTkzNDFiNmUyMGI2OTc1NS9wMDAxLnBuZw", "thumbSrcAlt": "https://imgproxy.kitesheet.com/qWKX5pXc5zdqLxel12KHQSBjQmY0Ja9qvS_Om9yoe6U/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U3OWUwMDJkZGViNjE3ZTkzNDFiNmUyMGI2OTc1NS9wMDAxLnBuZw" }, { "page": 2, "type": "setup", "title": "Includes code snippets as decorative background elements.", "function": "front_matter", "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": "sparse", "densityScore": 24, "componentCount": 4, "textChars": 138, "nDataPoints": 0, "notes": "Includes code snippets as decorative background elements.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:52.879+00", "seconds": 2.632, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/2", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-2", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.25, "x": 0.68, "y": 0.54 }, "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 12:00:52.879+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a96a275-2abe-478a-87cc-eafb15ff7af2", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.88, "y": 0.93 }, "kind": "other", "text": "absci. 2", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:00:52.879+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a0c12fa-7fd2-42a1-91fa-e2f7afee881f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.04, "y": 0.94 }, "kind": "paragraph", "text": "INTRODUCTION TO ABSCI & AI DRUG DISCOVERY | ABSCI CORPORATION 2023 ALL RIGHTS RESERVED", "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 12:00:52.879+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ee2e997-1348-45e8-a0b0-1785b094c1d4", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.65, "x": 0.06, "y": 0.1 }, "kind": "title", "text": "An introduction to Absci & AI 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 12:00:52.879+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52967455-21a8-4b4a-8e19-a509ee22f466", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "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": 1, "name": "Setup", "beatId": "03ade2e7-3a4a-4165-8a5a-da736a8e68ed", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "evidence": "The presentation starts with an introduction to Absci and its mission", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 3, "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": 577, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.647+00", "seconds": 5.314, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/3", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-3", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.45, "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 12:00:55.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71dc3292-a851-447b-8333-38d162b9bf32", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.92, "x": 0.04, "y": 0.7 }, "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 12:00:55.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7422da78-089f-4873-8814-2e1e905875fd", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.92, "x": 0.04, "y": 0.58 }, "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 12:00:55.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6170c77-27eb-4a72-9770-0a595d3a2f3b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "INTRODUCTION TO ABSCI & AI DRUG DISCOVERY | 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 12:00:55.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "463848ea-a11f-49cc-8ce6-4b81800917d1", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.2, "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 12:00:55.647+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9479bf08-982e-4ce0-b990-b0836b4f3eba", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "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": 1, "name": "Setup", "beatId": "03ade2e7-3a4a-4165-8a5a-da736a8e68ed", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "evidence": "The presentation starts with an introduction to Absci and its mission", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 4, "type": "setup", "function": "inspire_vision", "rawType": "mission", "block": null, "metadata": { "slideType": "mission", "slideTypeCanon": { "name": "Mission", "slug": "mission", "status": "active", "canonId": "019de52d-0fce-7496-b34c-18fd6a6e3310", "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": 27, "componentCount": 4, "textChars": 201, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:53.172+00", "seconds": 2.726, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/4", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-4", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.45, "x": 0.04, "y": 0.94 }, "kind": "disclaimer", "text": "INTRODUCTION TO ABSCI & AI DRUG DISCOVERY | 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 12:00:53.172+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1de47ef3-609a-435e-a545-9a952eb55a5e", "parentComponentId": null }, { "bbox": { "h": 0.64, "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 12:00:53.172+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5de48a27-afb1-43fc-8187-e6c86b35545f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.23, "y": 0.62 }, "kind": "title", "text": "OUR MISSION IS SIMPLE: CREATE BETTER BIOLOGICS FOR PATIENTS, 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 12:00:53.172+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "78e5829d-24dc-4bc0-be58-b7104d19532e", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.6, "x": 0.23, "y": 0.17 }, "kind": "title", "text": "Absci is a generative AI drug creation company.", "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 12:00:53.172+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe6af6bb-671d-4c9d-ac40-b530cd3bb3a2", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "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": 1, "name": "Setup", "beatId": "03ade2e7-3a4a-4165-8a5a-da736a8e68ed", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "evidence": "The presentation starts with an introduction to Absci and its mission", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 5, "type": "tension", "title": "The diagram illustrates the iterative, inefficient nature of conventional drug discovery (immunization/phage display) leading to suboptimal candidates.", "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": "overcrowded", "densityScore": 76, "componentCount": 6, "textChars": 961, "nDataPoints": 5, "notes": "The diagram illustrates the iterative, inefficient nature of conventional drug discovery (immunization/phage display) leading to suboptimal candidates.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:53.941+00", "seconds": 3.466, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/5", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-5", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.45, "x": 0.52, "y": 0.5 }, "kind": "image", "text": "Diagram showing iterative optimization loops for affinity, developability, and toxicity leading to a suboptimal candidate.", "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 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c3888e20-977c-4520-834f-7f83fed392c5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.52, "y": 0.35 }, "kind": "list", "text": "With the current paradigm, it takes 5.5 years to go from discovery to IND, with a <5% success rate from discovery to launch.", "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 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60b00a36-591e-4c0b-9a4a-f6a30522db1d", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.04, "y": 0.6 }, "kind": "list", "text": "Conventional methods of drug discovery involve a long, iterative process resulting in candidates with suboptimal attributes, as steps taken to optimize one attribute may worsen another. These methods are also unable to generate antibodies toward “undruggable” targets (e.g. GPCRs, ion channels), thereby limiting the diseases they are able to treat.", "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 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a391243f-f32e-4fbe-b455-bc1ea064b8d0", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.04, "y": 0.35 }, "kind": "list", "text": "Historically, biologic drug discovery is risky, time-consuming, and expensive - with a >90% failure rate. It takes an average of 10 years and more than $1 billion to bring just one new drug to market, limiting the scope and number of treatments that drugmakers can pursue.", "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 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c07d9dd6-673c-4764-90bc-77694e33385d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.04, "y": 0.1 }, "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": "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 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "301d5664-d966-4799-b4d6-b575799b9d78", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.05 }, "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": "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 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0e389793-50ef-4b4f-83ab-18624c893690", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Three-Act Structure", "slug": "three-act-structure", "status": "active", "bestFor": null, "canonId": "019dd956-8812-7796-9105-e7bc0e405681", "version": 1, "bodyDocId": null, "description": "Setup, Confrontation, Resolution - classic dramatic structure", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e975a360-8b2f-4319-950f-27db80e7317f", "evidence": "The problem statement sets up the context, and the following slides introduce a solution", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:36.382641+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "ddcf712e-ff80-42d5-8a47-89d9502b768e", "evidence": "The slide explicitly labels the section as 'THE PROBLEM' and details the pain points of the current industry.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:00:53.941+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "problem-statement" } ], "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": 5, "name": "Problem", "beatId": "54f2d64a-c7fd-4d48-a721-747fefc54488", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Problem (Identify pain)", "slug": "problem-agitate-solution-problem-identify-pain", "status": "active", "canonId": "019dd9b8-0e78-74bb-b8f6-54348367a131", "version": 1, "description": null }, "evidence": "The presentation highlights the problems with current drug discovery methods", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 5, "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": "8f5693f1-7b57-4b26-8f93-cb01c7629039", "evidence": "The presentation highlights the problems with current drug discovery methods", "position": 0, "objective": "What are the costs of not disrupting the current drug discovery paradigm?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.301473+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 6, "type": "setup", "title": "The slide uses a two-column bulleted list to contrast the general AI drug discovery market with Absci's specific focus on biologics.", "function": "establish_context", "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": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 5, "textChars": 580, "nDataPoints": 1, "notes": "The slide uses a two-column bulleted list to contrast the general AI drug discovery market with Absci's specific focus on biologics.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:58.285+00", "seconds": 7.778, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/6", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-6", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.15, "x": 0.83, "y": 0.38 }, "kind": "image", "text": "ai", "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 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f975a89a-3019-468e-b9eb-a11da955edc3", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.52, "y": 0.35 }, "kind": "list", "text": "The field of biologics is where we add most value. 1/3 of pre-clinical activity is focused on next-gen biologics. The Inflation Reduction Act supports a shift to biologics. Absci is a leader in AI drug discovery for 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 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d506d6f-9bd6-4364-a41c-e400875a70ed", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.05, "y": 0.35 }, "kind": "list", "text": "The opportunity to apply AI in drug discovery is an emerging field. Within the landscape, many companies focus on small molecules, while Absci focuses on biologics. Generative AI needs data; data for biologics is less accessible, which Absci solves.", "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 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ca34e4dc-d854-4d80-bba6-5cb48f0b9d20", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "AN EMERGING, INNOVATIVE APPROACH", "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 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a20a1c93-fb4e-4ce4-a68d-575c2c983e41", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "Absci is uniquely positioned in the emerging field of AI 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 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f06631d1-7e1b-4b8e-b8e8-c1b9b499c598", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "9bcab3d1-5038-4ebb-a38c-f16739e12f12", "evidence": "The slide frames the market opportunity as an emerging field with a specific catalyst (Inflation Reduction Act) and a unique competitive positioning.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:58.285+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "why_now" } ], "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": 5, "name": "Problem", "beatId": "54f2d64a-c7fd-4d48-a721-747fefc54488", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Problem (Identify pain)", "slug": "problem-agitate-solution-problem-identify-pain", "status": "active", "canonId": "019dd9b8-0e78-74bb-b8f6-54348367a131", "version": 1, "description": null }, "evidence": "The presentation highlights the problems with current drug discovery methods", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 5, "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": "8f5693f1-7b57-4b26-8f93-cb01c7629039", "evidence": "The presentation highlights the problems with current drug discovery methods", "position": 0, "objective": "What are the costs of not disrupting the current drug discovery paradigm?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.301473+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 7, "from": 6, "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": "1e45bdee-573a-4e3e-b0ce-fc3dfb51c5ec", "evidence": "The presentation highlights the emerging innovative approach", "position": 2, "objective": "Why is now the right time for Absci's solution?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.365627+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 7, "type": "resolution", "title": "The slide uses a two-column bulleted list to contrast traditional methods with their AI-driven approach and the resulting benefits.", "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": 52, "componentCount": 4, "textChars": 946, "nDataPoints": 0, "notes": "The slide uses a two-column bulleted list to contrast traditional methods with their AI-driven approach and the resulting benefits.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:53.856+00", "seconds": 3.343, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/7", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-7", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.45, "x": 0.51, "y": 0.41 }, "kind": "list", "text": "This potentially reduces the time it takes to get new drug leads into the clinic, while unlocking treatments for traditionally \"undruggable\" diseases and improved therapeutic possibilities for many others. Biologics, and the ability to pursue \"undruggable\" targets, offer the greatest promise for indications never previously able to see benefits from traditional small molecule drugs.", "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 12:00:53.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e1e534d-97aa-4e18-99f1-8f0e73157164", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.04, "y": 0.41 }, "kind": "list", "text": "Most drug discovery approaches today look to existing antibody libraries for incremental improvements. We recently showed how we design de novo antibodies \"from scratch\" on a computer. Our zero-shot AI approach designs antibodies without prior learning on the specific target, generating candidates unlike those found in existing databases. Our wet lab can experimentally validate the candidates that work right out of the computer - without the slow and costly step of lead optimization.", "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 12:00:53.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6662d7d-78b4-47b9-b279-98b7590deff6", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "A BETTER, FASTER PATH TO NEW MEDICINES", "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 12:00:53.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a6bd637-a5ba-4489-b57c-96e78f5fec11", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.55, "x": 0.04, "y": 0.09 }, "kind": "title", "text": "Designing antibodies \"from scratch\"", "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 12:00:53.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0101c9f9-759c-4da0-a07e-98cf9f345d16", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 11, "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": 7, "name": "Solution", "beatId": "0bf93ca6-44e9-4fac-a111-e388cf78bd8b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The presentation showcases Absci's solution and its benefits", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 7, "from": 6, "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": "1e45bdee-573a-4e3e-b0ce-fc3dfb51c5ec", "evidence": "The presentation highlights the emerging innovative approach", "position": 2, "objective": "Why is now the right time for Absci's solution?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.365627+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 8, "type": "setup", "title": "The slide features a background image of scientists at a whiteboard with technical diagrams and code snippets, reinforcing the 'drug creation' theme.", "function": "inspire_vision", "rawType": "vision", "block": null, "metadata": { "slideType": "vision", "slideTypeCanon": { "name": "Vision", "slug": "vision", "status": "active", "canonId": "019de52d-0f7e-7689-8010-992b1a43b6b9", "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": 31, "componentCount": 3, "textChars": 400, "nDataPoints": 0, "notes": "The slide features a background image of scientists at a whiteboard with technical diagrams and code snippets, reinforcing the 'drug creation' theme.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:53.798+00", "seconds": 3.071, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/8", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-8", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.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 12:00:53.798+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b4a150ae-6b21-4024-8a94-0c6276973db3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.55, "x": 0.01, "y": 0.02 }, "kind": "paragraph", "text": "from absci import de_novo_model model = de_novo_model.load_latest() antigen = model.load_pdb(\"7olz.pdb\", chain=\"A\") antibodies = model.predict(antigen, N=300000) from absci_library import codon_optimizer library = codon_optimizer.reverse_translate(library) library.to_csv(\"covid-antibody-designs.csv\") 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 12:00:53.798+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc6d6040-3392-4ab4-9d54-1fff684f2481", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.6, "x": 0.06, "y": 0.28 }, "kind": "title", "text": "Absci is changing the paradigm from drug discovery to 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 12:00:53.798+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5846a50-b09f-4f2a-ba5b-8798667fbc09", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 11, "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": 7, "name": "Solution", "beatId": "0bf93ca6-44e9-4fac-a111-e388cf78bd8b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The presentation showcases Absci's solution and its benefits", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 9, "type": "setup", "title": "The slide uses a metaphor of 'creating the needle' rather than 'finding it in a haystack' to describe their AI-driven drug design process.", "function": "present_solution", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "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": 63, "componentCount": 6, "textChars": 604, "nDataPoints": 0, "notes": "The slide uses a metaphor of 'creating the needle' rather than 'finding it in a haystack' to describe their AI-driven drug design process.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:53.838+00", "seconds": 2.857, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/9", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-9", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.3, "x": 0.6, "y": 0.55 }, "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 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7243354-c0f6-4e7f-9fe1-448c1dae7a35", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.5, "y": 0.35 }, "kind": "list", "text": "By enabling biologic drug discovery to happen more quickly and efficiently, we help our partners bring better drugs to more patients everywhere.", "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 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "598289c5-7d53-429e-a001-68c88a2ed985", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.35 }, "kind": "list", "text": "Absci enables a shift from drug discovery to drug creation. Instead of looking for the needle in a haystack, we are creating the needle.", "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 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90343b49-c6f3-4e74-9771-95a268681103", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.4, "x": 0.05, "y": 0.55 }, "kind": "list", "text": "We unlock new possibilities in de novo design, lead optimization, target identification, and antibody-drug conjugate (ADC) development... Absci adds value to pharma partners by enabling capabilities they could otherwise not achieve themselves.", "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 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cab4b043-fb34-4494-8fbd-64b388fad675", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.6, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "Absci’s capabilities give drugmakers new potential", "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 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8865acbe-baae-4a3a-a2a2-976d3e975377", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "VALUE FOR PARTNERS AND PATIENTS", "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 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ad0692f7-5c3a-495d-974f-61348e831325", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "73ab8e66-5feb-4071-bde4-871557b0ff9b", "evidence": "needle in a haystack", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:00:53.838+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "frameworkName": "metaphor-analogy" } ], "arcBeats": [ { "to": 11, "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": 7, "name": "Solution", "beatId": "0bf93ca6-44e9-4fac-a111-e388cf78bd8b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The presentation showcases Absci's solution and its benefits", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 9, "from": 4, "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": "b9223192-4724-4971-825b-5c4b9c320e0d", "evidence": "The presentation showcases Absci's mission and its benefits", "position": 1, "objective": "Why is Absci's mission important?", "confidence": 0.7, "extraction": { "at": "2026-07-16 22:31:43.332684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 10, "type": "resolution", "title": "The slide highlights six specific parameters: Target, Affinity, Epitope, Developability, Manufacturability, and Immunogenicity.", "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": 52, "componentCount": 4, "textChars": 915, "nDataPoints": 0, "notes": "The slide highlights six specific parameters: Target, Affinity, Epitope, Developability, Manufacturability, and Immunogenicity.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:54.236+00", "seconds": 3.204, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/10", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-10", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.45, "x": 0.51, "y": 0.35 }, "kind": "list", "text": "Target - antibodies bind to specific foreign substances in the body\nAffinity - the strength of the bond between an antibody and its target\nEpitope - the region on an antigen recognized and bound by an antibody\nDevelopability - the ease with which an antibody can be developed into a drug\nManufacturability - the ease with which an antibody can be produced in large quantities\nImmunogenicity (inverse) - the ability of an antibody to trigger an immune response", "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 12:00:54.236+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2719a67-179e-4795-b286-fe49a5c5f344", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.44, "x": 0.04, "y": 0.35 }, "kind": "paragraph", "text": "Instead of the long, iterative process of sequentially optimizing parameters one by one, our platform is engineered to design an antibody with all of the desired attributes from the start. This workflow would potentially reduce the time to clinic, lower the cost of discovery work, and lead to a higher ultimate probability of success.", "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 12:00:54.236+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "776b1787-43ae-4a12-8828-81d1fd5de9e8", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.1 }, "kind": "title", "text": "By creating the antibodies with generative AI, we can design candidates with desired attributes", "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 12:00:54.236+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43039a75-6fd0-41d5-8564-136aab8c66e5", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "THE POWER OF 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 12:00:54.236+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f29994c0-6c9c-468c-bcc3-e7a997c5793b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 11, "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": 7, "name": "Solution", "beatId": "0bf93ca6-44e9-4fac-a111-e388cf78bd8b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The presentation showcases Absci's solution and its benefits", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 11, "type": "resolution", "title": "The slide uses a circular process diagram to represent the flywheel effect of their 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": "dense", "densityScore": 74, "componentCount": 7, "textChars": 601, "nDataPoints": 2, "notes": "The slide uses a circular process diagram to represent the flywheel effect of their platform.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:54.712+00", "seconds": 3.641, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/11", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-11", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.2, "x": 0.75, "y": 0.3 }, "kind": "callout", "text": "Combining AI with synthetic biology to overcome the limits of traditional drug discovery", "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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b7f0011d-47f8-4503-9f73-4c66fae071b6", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.4, "x": 0.3, "y": 0.25 }, "kind": "diagram", "text": "Circular process flow connecting Data to Train, AI to Create, and 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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4349af7-cfe4-42c4-8cd4-36243e5e185a", "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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ea57f07-7275-4b9d-b09f-9bdd468005de", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.68, "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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63ff1928-c30e-44ed-bb3d-71040f7fba85", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.08, "y": 0.3 }, "kind": "list", "text": "DATA TO TRAIN: Proprietary wet-lab assays capable of generating billions of protein-protein interactions a week for machine learning (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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b424ad44-604f-4f3b-a3be-a92e093a82c1", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.04, "y": 0.1 }, "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": "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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8002edc-6c00-4cc7-85e9-dde1e6dd31b7", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.15, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "THE 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": "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 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbb88e1b-be79-4bfb-93c8-e23c38d53e7b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "f3f23c63-7b69-4e9b-aec0-8ac4d67c940f", "evidence": "The circular diagram represents a self-reinforcing loop of data, AI, and validation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:54.712+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "flywheel" } ], "arcBeats": [ { "to": 11, "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": 7, "name": "Solution", "beatId": "0bf93ca6-44e9-4fac-a111-e388cf78bd8b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Solution (Provide relief)", "slug": "problem-agitate-solution-solution-provide-relief", "status": "active", "canonId": "019dd9b8-0fee-73e9-9ae5-799c7f3895cd", "version": 1, "description": null }, "evidence": "The presentation showcases Absci's solution and its benefits", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 12, "type": "tension", "title": "Uses a comparison framework to contrast data availability between small molecules and biologics.", "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": "balanced", "densityScore": 38, "componentCount": 4, "textChars": 385, "nDataPoints": 0, "notes": "Uses a comparison framework to contrast data availability between small molecules and biologics.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:56.548+00", "seconds": 5.329, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/12", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-12", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.88, "x": 0.06, "y": 0.45 }, "kind": "image", "text": "Comparison of small molecule vs biologic data availability and the need for wet lab-AI integration.", "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 12:00:56.548+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0cd8c741-7d5c-4728-aafc-8190c0f5911b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.06, "y": 0.28 }, "kind": "paragraph", "text": "While small molecule libraries are widely available, biologics data is less readily accessible - Absci's platform solves for this constraint", "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 12:00:56.548+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9b08948-4ebd-4f46-91fb-d4ba294b2260", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.8, "x": 0.06, "y": 0.11 }, "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 12:00:56.548+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46f301e6-ac50-4f84-bc11-25ee92bac3d2", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.75, "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 12:00:56.548+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c02089e-04d8-402a-a603-f44d3ffa4e4b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "795960bf-ac1e-4c1d-8eae-4affb06e9eb2", "evidence": "Contrasts small molecule data availability with biologic data limitations.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:56.548+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "frameworkName": "comparison-frame" } ], "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": 12, "name": "Evidence", "beatId": "f35d2681-ce91-4e58-9438-877aeb08ea6b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "evidence": "The presentation provides evidence for the effectiveness of Absci's solution", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 13, "type": "resolution", "title": "The slide uses a process flow diagram to illustrate the transition from biological wet-lab data generation to AI model training.", "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": 62, "componentCount": 6, "textChars": 565, "nDataPoints": 0, "notes": "The slide uses a process flow diagram to illustrate the transition from biological wet-lab data generation to AI model training.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.462+00", "seconds": 4.036, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/13", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-13", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.13, "x": 0.85, "y": 0.58 }, "kind": "callout", "text": "Regardless of industry, the winners in the field of generative AI will be those that own and control the data, as Absci does.", "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 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fa836326-ea97-4eb5-9c76-5d6a2bd6df90", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.8, "x": 0.06, "y": 0.45 }, "kind": "diagram", "text": "Process flow from E. coli 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 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "779aad83-5a63-46ff-a32f-af0ab2c5222e", "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 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1fbcf80-2a90-4576-a236-0fc804f9f520", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.8, "x": 0.06, "y": 0.25 }, "kind": "paragraph", "text": "By using our proprietary e. Coli SoluPro cell line and ACE assay, Absci can generate billions of antibodies in a test tube and interrogate each for attributes of interest - well exceeding the scale of conventional methods.", "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 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e6c22df4-4413-4398-986b-16b1cca25f37", "parentComponentId": null }, { "bbox": { "h": 0.15, "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 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "abb1ed51-b9f1-42ea-8f2b-caab18feac97", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.65, "x": 0.06, "y": 0.03 }, "kind": "title", "text": "DATA TO TRAIN – A 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 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06fc1e17-61f5-45fc-ace9-6e37eb14d45c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "839eee44-deeb-4358-9cac-6349aa9b7520", "evidence": "The slide uses a left-to-right flow diagram to explain the technical workflow.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:55.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "process" } ], "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": 12, "name": "Evidence", "beatId": "f35d2681-ce91-4e58-9438-877aeb08ea6b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "evidence": "The presentation provides evidence for the effectiveness of Absci's solution", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 14, "type": "resolution", "title": "The slide uses a linear process flow to demonstrate the end-to-end nature of the 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": 20, "componentCount": 3, "textChars": 211, "nDataPoints": 0, "notes": "The slide uses a linear process flow to demonstrate the end-to-end nature of the platform.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:54.389+00", "seconds": 2.647, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/14", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-14", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.9, "x": 0.05, "y": 0.35 }, "kind": "diagram", "text": "Four-stage drug discovery pipeline: Target discovery, De novo discovery, Lead optimization, 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 12:00:54.389+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a8f8ea2a-1b5f-47be-acc1-7060cc6699cc", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.05, "y": 0.1 }, "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 12:00:54.389+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff53a1ab-6378-4613-be4b-385768a765c5", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "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 12:00:54.389+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "32dab7c6-562c-457b-be18-24a5f0517360", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6bd750b8-1269-4c3b-ac06-68ca00cdef74", "evidence": "Linear flow of drug discovery steps", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:54.389+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "frameworkName": "process" } ], "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": 12, "name": "Evidence", "beatId": "f35d2681-ce91-4e58-9438-877aeb08ea6b", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "evidence": "The presentation provides evidence for the effectiveness of Absci's solution", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 15, "type": "evidence", "title": "The diagram is a circular flywheel process showing the integration of data, wet lab validation, and AI creation.", "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": 70, "componentCount": 7, "textChars": 476, "nDataPoints": 1, "notes": "The diagram is a circular flywheel process showing the integration of data, wet lab validation, and AI creation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.448+00", "seconds": 3.549, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/15", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-15", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.15, "x": 0.48, "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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f9d3035-a0b1-4b02-9c55-29ca0f314b12", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.6, "x": 0.35, "y": 0.22 }, "kind": "diagram", "text": "Flywheel diagram 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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e65b5474-22ca-4068-bc1b-eef81b3cc3a8", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.04, "y": 0.25 }, "kind": "image", "text": "Scientist working at a computer in a 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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1778083-23d8-4ffc-b4bc-4392ae3195d3", "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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c82e6e4-e430-48cb-8762-bc81c41486c6", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.04, "y": 0.75 }, "kind": "paragraph", "text": "Absci's rapid cycle times allow for:", "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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ef4a42b2-9e5d-42fa-98d2-4b11dfce6619", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.11 }, "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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "67f2ca5b-1983-4a28-b0b8-029eab77cf8c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.75, "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": "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 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fba74306-f810-4acb-9b96-63cb2e030ba4", "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": "a97387fb-d407-4422-913f-3524cbbeff6b", "evidence": "Flywheel diagram showing Data to Train, Wet Lab to Validate, and AI to Create", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:36.790018+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "5a52ebd3-99ef-4283-b086-c2b5fe236052", "evidence": "Circular process diagram showing iterative improvement", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:55.448+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "frameworkName": "flywheel" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 16, "type": "setup", "title": "Includes code snippet in top-left and historical clinical trial approval data in top-right as context.", "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": 446, "nDataPoints": 10, "notes": "Includes code snippet in top-left and historical clinical trial approval data in top-right as context.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:54.997+00", "seconds": 2.922, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/16", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-16", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.35, "x": 0.62, "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 12:00:54.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b0e4fb0-c3cc-451e-83b7-f7b687c8358a", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.18, "x": 0, "y": 0.04 }, "kind": "paragraph", "text": "absci_library import codon_optimizer\nary =\nn_optimizer.reverse_translate(library)\nary.to_csv(\"covid-antibody-designs.csv\")\nary.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 12:00:54.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "24fb740e-7d27-4d1b-931e-f9ad8dd09d0e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.27, "x": 0.73, "y": 0.26 }, "kind": "source-note", "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, 6.5% 2011: 30 approved, 5.2% 2014: 41 approved, 6.7% 2015: 45 approved, 7.5%", "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 12:00:54.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a4d51ea-914b-40af-af15-a42a5be4e459", "parentComponentId": null }, { "bbox": { "h": 0.66, "w": 0.88, "x": 0.06, "y": 0.17 }, "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 12:00:54.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c7b113d-af73-48a8-8ed3-2af0ea9be01c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 17, "type": "resolution", "title": "The slide illustrates a process flow from target antigen/epitope to AI-generated antibody scaffold, followed by wet lab validation (ACE/SPR assays) to identify ", "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": 41, "componentCount": 3, "textChars": 516, "nDataPoints": 1, "notes": "The slide illustrates a process flow from target antigen/epitope to AI-generated antibody scaffold, followed by wet lab validation (ACE/SPR assays) to identify binders.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.983+00", "seconds": 3.844, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/17", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-17", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.55, "x": 0.06, "y": 0.35 }, "kind": "diagram", "text": "Process flow from target antigen to AI model to wet lab validation", "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 12:00:55.983+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "691c5035-2b3f-4a33-8354-816507f8e56b", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.35, "x": 0.6, "y": 0.35 }, "kind": "list", "text": "Absci’s breakthrough unlocks the potential to accelerate time to clinic by over 50% and increase probability of success in the clinic. 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 12:00:55.983+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4fcb7800-6fb0-49c2-8460-c4f4f29990dd", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.06, "y": 0.08 }, "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 12:00:55.983+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fee4be7-8f39-4436-8a02-c0ef852d03d2", "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": "315c964c-72e7-434f-ab33-ddd4f937ddad", "evidence": "list/bullet: Absci’s breakthrough unlocks the potential to accelerate time to clinic by over 50% and increase probability of success in the clinic.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:21:37.534074+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": "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": "123befa4-2476-48d6-bc76-bae84571b7de", "evidence": "diagram/process: Process flow from target antigen to AI model to wet lab validation", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:37.493294+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "670eaa16-d695-40f9-b945-8feedce96d68", "evidence": "The slide depicts a linear workflow from input (antigen) to output (validated binders) via AI.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:55.983+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "frameworkName": "process" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 18, "type": "resolution", "title": "The slide uses a four-column layout to categorize value propositions, each supported by a visual icon or diagram.", "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": 50, "componentCount": 5, "textChars": 466, "nDataPoints": 0, "notes": "The slide uses a four-column layout to categorize value propositions, each supported by a visual icon or diagram.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:58.2+00", "seconds": 5.926, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/18", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-18", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.2, "x": 0.05, "y": 0.65 }, "kind": "diagram", "text": "Venn diagram showing Selectivity, Affinity, and Naturalness", "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 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d245183c-341c-4a3a-93bf-3cbb6d748d08", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.6, "x": 0.3, "y": 0.65 }, "kind": "image", "text": "Icons representing drug discovery process, cross-species binding, and IP expansion", "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 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07528959-a5cb-4036-80e3-e7ebc51af6c0", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.9, "x": 0.05, "y": 0.35 }, "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 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83d6de5e-e10b-44d3-bc99-ed626c388add", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.05, "y": 0.13 }, "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 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "54af34ff-7aa2-420e-81af-2a89d27fbfb2", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "VALUE CREATION FOR PATIENTS AND PARTNERS – ABSCI ENABLING NOVEL CAPABILITIES FOR PHARMA", "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 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f495c2a-74bc-4462-9f29-d2015900cbea", "parentComponentId": null } ], "metrics": [], "tools": [ { "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": "484bb23a-4dd1-4cb8-8a22-2036c9d53823", "evidence": "list/bullet: Higher Potential Biologics with Increased PoS; Reducing Time & Increasing Competitiveness; Novel biology: Multi-valent biologics & conditional biologics; Broadening Intellectual Property Space", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:21:37.655741+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "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": "7cc8d86d-91e8-4493-b6bf-2346170ac351", "evidence": "diagram/venn: Venn diagram showing Selectivity, Affinity, and Naturalness", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:21:37.615487+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "7638dc17-55af-477d-8186-3dd989f3c6b7", "evidence": "Four distinct pillars of value creation for pharma partners", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:58.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "frameworkName": "value-proposition-framework" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 19, "type": "resolution", "title": "Uses a timeline comparison to illustrate value proposition.", "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": 59, "componentCount": 5, "textChars": 475, "nDataPoints": 8, "notes": "Uses a timeline comparison to illustrate value proposition.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.799+00", "seconds": 3.314, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/19", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-19", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.85, "x": 0.08, "y": 0.28 }, "kind": "chart", "text": "Comparison of traditional vs Absci drug development timelines", "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 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b31431d-850d-4f21-80cd-3d142c393832", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.47, "y": 0.7 }, "kind": "list", "text": "ACCELERATED TIME TO CLINIC; CANDIDATE WITH OPTIMAL PROPERTY PROFILE INCREASES CLINICAL POS WITH CHANCE 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 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9fbaff30-ef78-4d4d-b773-46f0891dc058", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.47, "y": 0.45 }, "kind": "paragraph", "text": "Conventional methods involve higher costs, longer timeframes, and less viable candidates", "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 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8367aed3-bacb-4cfc-ae52-de67a86b8690", "parentComponentId": null }, { "bbox": { "h": 0.05, "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 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d4b1ef0-0e60-415b-9ba4-07b5fe57fe15", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.06, "y": 0.1 }, "kind": "title", "text": "Accelerating time to clinic while increasing probability of success", "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 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5fc7933-21cb-4eed-82fe-c859ca4f5332", "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": "40865765-ba1c-4d8a-b980-3d2ddc4b226f", "evidence": "list/bullet: ACCELERATED TIME TO CLINIC; CANDIDATE WITH OPTIMAL PROPERTY PROFILE INCREASES CLINICAL POS WITH CHANCE FOR SHORTER DEVELOPMENT; EXPANDED PORTFOLIO WITH MORE ‘SHOTS ON GOAL’; POTENTIALLY LONGER TIME ON PATENT", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 00:21:37.777684+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "412049ec-9a2c-47b0-9856-dbf1ce6bf992", "evidence": "chart/timeline: Comparison of traditional vs Absci drug development timelines", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:37.736781+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "3a64a6b4-ec48-4b9f-85a0-3b5f8d12b253", "evidence": "Compares traditional industry standard vs Absci solution to show improvement.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:55.799+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "frameworkName": "before-after-bridge" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 20, "type": "setup", "title": "The chart uses a dot-plot visualization to represent cash flow magnitude over time, categorized by development stages.", "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": "dense", "densityScore": 57, "componentCount": 5, "textChars": 403, "nDataPoints": 25, "notes": "The chart uses a dot-plot visualization to represent cash flow magnitude over time, categorized by development stages.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:56.677+00", "seconds": 4.131, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/20", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-20", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.75, "x": 0.2, "y": 0.22 }, "kind": "chart", "text": "Dot plot showing revenue 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 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecc2fe7e-90ba-42a5-9863-06c635d7c90c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.04, "y": 0.88 }, "kind": "disclaimer", "text": "*Illustrative example; assuming successful commercialization. Regulatory milestone captured in clinical development, and single digit royalty rates", "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 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc1d4baa-374f-4ac4-a7c7-cff9a0a997c0", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.6, "x": 0.2, "y": 0.4 }, "kind": "legend", "text": "UPFRONT & TECHNOLOGY DEVELOPMENT, CLINICAL MILESTONES, COMMERCIAL MILESTONES & ROYALTIES", "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 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9f57027-6c88-4feb-aa34-523701f98cc0", "parentComponentId": null }, { "bbox": { "h": 0.04, "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": "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 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf85eafe-cdcf-4b00-a259-6aef4af13fea", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.75, "x": 0.04, "y": 0.11 }, "kind": "title", "text": "Creating Compounding Value for Shareholders and Partners", "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 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "271b8077-08f2-4902-8ba5-b353f105c767", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "20fa85a0-68f3-4985-88f3-05f266b2c282", "evidence": "The slide maps revenue streams (upfront, milestones, royalties) against a 25-year development timeline.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 12:00:56.677+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "frameworkName": "revenue-lifecycle" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 22, "from": 20, "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": "b472e12c-8f71-4921-ab9c-30b7548189f2", "evidence": "The presentation provides an illustrative economic structure of a successful drug discovery partnership", "position": 3, "objective": "What is the potential impact of Absci's solution?", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:31:43.398867+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 21, "type": "evidence", "title": "The slide uses a table-like layout to present key company metrics as evidence of market readiness.", "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": 34, "componentCount": 4, "textChars": 189, "nDataPoints": 5, "notes": "The slide uses a table-like layout to present key company metrics as evidence of market readiness.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.25+00", "seconds": 2.655, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/21", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-21", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.91 }, "kind": "disclaimer", "text": "*Cash and cash equivalents and short-term investments as of December 31, 2022", "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 12:00:55.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e59d65a-7331-4477-8212-fc46511ec1e1", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.42, "x": 0.04, "y": 0.27 }, "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 12:00:55.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afa8b300-2db1-4ba0-a447-9752b2f258b4", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.5, "x": 0.47, "y": 0.27 }, "kind": "table", "text": "Table of company metrics", "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 12:00:55.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56f39add-6998-4ec3-a9c1-b2b023a32674", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.04, "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 12:00:55.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "013f1c8e-dc09-4b9b-92b4-f00157526ca0", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7daec619-bcc8-43a5-817c-378c96484876", "evidence": "table/kpi: Table of company metrics", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:21:37.898869+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": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 22, "from": 20, "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": "b472e12c-8f71-4921-ab9c-30b7548189f2", "evidence": "The presentation provides an illustrative economic structure of a successful drug discovery partnership", "position": 3, "objective": "What is the potential impact of Absci's solution?", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:31:43.398867+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 22, "type": "evidence", "title": "Uses quotes from partner executives to establish credibility.", "function": "show_traction", "rawType": "testimonial", "block": null, "metadata": { "slideType": "testimonial", "slideTypeCanon": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52d-0a2d-7782-8a48-7e84df92cc97", "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 quotes from partner executives to establish credibility.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:56.586+00", "seconds": 3.983, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/22", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-22", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.1, "x": 0.52, "y": 0.375 }, "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7554b104-1ca6-4cb0-b10b-8a0b9f15be4c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.375 }, "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "79ea8b6f-04b7-4736-a97c-e56faada5df8", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.52, "y": 0.62 }, "kind": "paragraph", "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": "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63910464-4db8-4399-afd2-c297c32cd817", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.62 }, "kind": "paragraph", "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": "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e341cedf-2115-4ff6-9a13-cd4b3b0c1658", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.48 }, "kind": "quote", "text": "Merck leans into AI with $610M in biobucks for Absci drug discovery pact", "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e549dbe-62ca-4f0f-ae39-01005bdad006", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.52, "y": 0.48 }, "kind": "quote", "text": "EQRx and Absci Announce Partnership to Discover and Develop Next-Generation Protein-Based Drugs", "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc57bbe0-6fcd-4292-8312-0040fb0a51cc", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "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 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70904b55-37d5-4051-a5b0-5e5d5dd56ef1", "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": "ed19e516-fa4a-4aba-b10b-06e874e053fb", "evidence": "paragraph/paragraph: At Merck we are continually evaluating new ways to build, expand, and refine our biologics capabilities.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 00:21:37.980603+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": [ { "matchId": "67dc7807-6ff0-4d61-96fa-df041029d2e0", "evidence": "Using partner logos and executive quotes to validate technology.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 12:00:56.586+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 22, "frameworkName": "credibility-transfer" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 22, "from": 20, "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": "b472e12c-8f71-4921-ab9c-30b7548189f2", "evidence": "The presentation provides an illustrative economic structure of a successful drug discovery partnership", "position": 3, "objective": "What is the potential impact of Absci's solution?", "confidence": 0.6, "extraction": { "at": "2026-07-16 22:31:43.398867+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 23, "type": "appendix", "title": "The slide highlights the strategic shift towards internal asset development alongside existing partnerships, emphasizing the credibility of the team.", "function": "present_solution", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "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": 48, "componentCount": 3, "textChars": 830, "nDataPoints": 1, "notes": "The slide highlights the strategic shift towards internal asset development alongside existing partnerships, emphasizing the credibility of the team.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.049+00", "seconds": 2.4, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/23", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-23", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.45, "x": 0.05, "y": 0.4 }, "kind": "list", "text": "In addition to ongoing and future partnerships, Absci is developing our own pipeline of internal assets. With our capabilities and team, Absci is well positioned to advance our own pipeline through early-stage clinical programs and demonstrate the power of our platform. Prior to Phase III, Absci would plan to out-license any asset to a partner for favorable economics.", "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 12:00:55.049+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33af93fe-6d68-4804-8c56-ef71893fd807", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.45, "x": 0.52, "y": 0.4 }, "kind": "list", "text": "Absci has built a world class team of leaders in drug discovery, including Dr. Andreas Busch, PhD as Chief Innovation Officer. Over his career Dr. Busch has led discovery efforts for some of the globe's top pharma companies including Sanofi, Bayer, and Shire. His leadership has resulted in 10 commercial drugs starting from bench to FDA approval with several more in late stage clinical development.", "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 12:00:55.049+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d3aaf8ec-bead-478d-a4fa-131b6e84da47", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "Internal pipeline of assets to complement partnered programs", "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 12:00:55.049+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0e867ae2-a181-47aa-8df7-5176472fe436", "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": "8c5302d2-7edb-4675-9e68-a4085372d8f0", "evidence": "list/bullet: Absci has built a world class team of leaders in drug discovery, including Dr. Andreas Busch, PhD as Chief Innovation Officer.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 00:21:38.060615+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": [], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 24, "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": 40, "componentCount": 5, "textChars": 262, "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 12:00:55.899+00", "seconds": 3.038, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/24", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-24", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.92, "x": 0.04, "y": 0.33 }, "kind": "image", "text": "8 headshots of team members", "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 12:00:55.899+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e2f2e2f-e9a4-4048-9956-062461524316", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.92, "x": 0.04, "y": 0.75 }, "kind": "image", "text": "Logos of 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 12:00:55.899+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b817165-2d38-4d8b-9e17-4534a1331716", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.67 }, "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 12:00:55.899+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8ac55328-0fb5-4991-b15e-dade20f8f166", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "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": "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 12:00:55.899+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0896a26d-41f9-4457-86c7-c08bfe6d8a85", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "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": "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 12:00:55.899+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9ea14a1-0ec7-46e9-8e9b-b77b8137da66", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 25, "type": "setup", "title": "The slide uses a grid layout to display headshots and names, with a section for corporate logos on the bottom right.", "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": 43, "componentCount": 6, "textChars": 187, "nDataPoints": 0, "notes": "The slide uses a grid layout to display headshots and names, with a section for corporate logos on the bottom right.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:56.064+00", "seconds": 3.09, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/25", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-25", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.38, "x": 0.15, "y": 0.65 }, "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 12:00:56.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39e0ced4-f03b-468d-bc2e-963da17365b0", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.78, "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 12:00:56.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "781be925-0f18-47a4-8ac4-2bf1807f0cd9", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.54, "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 12:00:56.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "404c01c9-ad62-403c-82f6-fdc2dbaa3f18", "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 12:00:56.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83fe4291-1f85-4e87-881e-37ecafd9a82e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.04, "y": 0.7 }, "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 12:00:56.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9fc09061-4be8-4de6-b830-5fa8f935a762", "parentComponentId": null }, { "bbox": { "h": 0.18, "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 12:00:56.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "873dbf00-e619-4e28-afd1-b5558192b2d8", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 26, "type": "resolution", "title": "The slide uses a growth curve (exponential) to visualize progress 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": "balanced", "densityScore": 34, "componentCount": 4, "textChars": 315, "nDataPoints": 0, "notes": "The slide uses a growth curve (exponential) to visualize progress over time.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:55.581+00", "seconds": 2.442, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/26", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-26", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.8, "w": 0.6, "x": 0.35, "y": 0.1 }, "kind": "chart", "text": "Growth curve of innovation and value creation", "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 12:00:55.581+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3a09f016-d744-4203-b9a0-24853d474c0e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.55, "x": 0.4, "y": 0.8 }, "kind": "framework", "text": "Timeline of innovation", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:00:55.581+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2f48b02-53a2-47f3-a498-086f1cf8f406", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.5, "x": 0.45, "y": 0.2 }, "kind": "list", "text": "Scalable wet-lab technologies, Integrated Drug Creation platform, AI Lead Optimization, AI de novo Antibody design, Fully in silico drug creation", "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": "Timeline item", "slug": "timeline-item", "status": "active", "canonId": "019de52c-fd0e-74ce-9443-440fbd8c23b4", "version": 1, "description": null }, "framework": null }, "subkind": "timeline-item", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 12:00:55.581+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a75b5df2-a8c6-4a59-8867-ef887e607444", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.4, "x": 0.05, "y": 0.05 }, "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": "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 12:00:55.581+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17c3f8bd-f68d-4beb-891e-438d0dce5eec", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "9691ff9e-f579-4155-98a7-dab43d67ca7f", "evidence": "Chronological progression of technology milestones", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 12:00:55.581+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "frameworkName": "timeline" } ], "arcBeats": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 27, "type": "setup", "function": "state_next_steps", "rawType": "closing_ask", "block": null, "metadata": { "slideType": "closing_ask", "slideTypeCanon": { "name": "Closing ask", "slug": "closing_ask", "status": "active", "canonId": "019de52d-0aa4-750f-8aa1-8d622dd99f5c", "version": 1, "description": null }, "function": "state_next_steps", "functionCanon": { "name": "State next steps", "slug": "state_next_steps", "status": "active", "canonId": "019de52d-14ca-70ac-b534-971f458cdf29", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 3, "textChars": 252, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 12:00:57.466+00", "seconds": 4.312, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019de074-a700-7657-a81b-294badb4027d/27", "deck": "/decks/019de074-a700-7657-a81b-294badb4027d", "deckAnchor": "/decks/019de074-a700-7657-a81b-294badb4027d#slide-27", "deckJson": "/decks/019de074-a700-7657-a81b-294badb4027d.json" }, "components": [ { "bbox": { "h": 0.28, "w": 0.41, "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 12:00:57.466+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1c38e29-38d1-4508-9c05-78776077e078", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.49, "y": 0.25 }, "kind": "list", "text": "Absci Corporate Presentation; News Release: Absci first to create and validate de novo antibodies with zero-shot generative AI; Manuscript: Unlocking de novo antibody design with generative artificial intelligence", "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 12:00:57.466+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2895c041-bed6-44fa-843f-4befd2317fb8", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.88, "x": 0.06, "y": 0.52 }, "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 12:00:57.466+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb627b2d-73c0-4bc6-bb0d-7cf2b0f7227e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Storytelling: the closing ask", "slug": "closing-ask", "status": "active", "bestFor": null, "canonId": "019df269-24e0-70ab-8dd9-983832c1c665", "version": 1, "bodyDocId": "019df269-24bc-7554-b88d-245127606b8d", "description": "The single most important slide in the deck — after the cover. The final", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "b189b8b9-9762-45e8-bea1-ff6dd3713d12", "evidence": "title/headline: This revolution is only just beginning.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 00:21:38.262912+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": [ { "to": 27, "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": 15, "name": "Action", "beatId": "5bf9af87-2d66-4113-a875-9f921c7f8932", "matchId": "6c942a80-178b-4d2d-a19e-5a558ff7722e", "beatType": { "name": "Action", "slug": "monroes-sequence-action", "status": "active", "canonId": "019dd9b8-181e-760d-befc-010c2424fa89", "version": 1, "description": null }, "evidence": "The presentation concludes with a call to action and a vision for the future", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true } ], "arcBeats": [ { "from": 1, "to": 4, "label": "Setup", "description": "The presentation starts with an introduction to Absci and its mission" }, { "from": 5, "to": 6, "label": "Problem", "description": "The presentation highlights the problems with current drug discovery methods" }, { "from": 7, "to": 11, "label": "Solution", "description": "The presentation showcases Absci's solution and its benefits" }, { "from": 12, "to": 14, "label": "Evidence", "description": "The presentation provides evidence for the effectiveness of Absci's solution" }, { "from": 15, "to": 27, "label": "Action", "description": "The presentation concludes with a call to action and a vision for the future" } ], "loops": [ { "from": 5, "to": 6, "label": "Cost Of Inaction", "description": "What are the costs of not disrupting the current drug discovery paradigm?" }, { "from": 4, "to": 9, "label": "Golden Circle", "description": "Why is Absci's mission important?" }, { "from": 6, "to": 7, "label": "Why Now", "description": "Why is now the right time for Absci's solution?" }, { "from": 20, "to": 22, "label": "Before After", "description": "What is the potential impact of Absci's solution?" } ] }