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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 11:13:45.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c85e90a-60f3-446e-940b-9817ac90f31c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.05, "y": 0.94 }, "kind": "paragraph", "text": "ABSCI CORPORATION 2024 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 11:13:45.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37dc20f6-371b-454e-b634-ea2d0c69e841", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.285, "y": 0.045 }, "kind": "paragraph", "text": "from absci import de_novo_model\nmodel = de_novo_model.load_latest()\nantigen = model.load_pdb(\"7olz.pdb\", chain=\"A\")\nantibodies = model.predict(antigen, N=300000)", "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 11:13:45.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ebd24db-5beb-43e4-a158-fcf9bdcfdf2e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.5, "y": 0.045 }, "kind": "paragraph", "text": "from absci_library import codon_optimizer\nlibrary = codon_optimizer.reverse_translate(library)\nlibrary.to_csv(\"covid-antibody-designs.csv\")\nlibrary.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 11:13:45.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "82d0ae02-2832-45e7-8013-912daf03f894", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.285, "y": 0.88 }, "kind": "paragraph", "text": "from absci import genetic_algorithm; parameters=[\"maximize|binding_affinity:pH=7.5\", \"minimize|binding_affinity:pH=6.0\", \"maximize|human_naturalness\"]; library = genetic_algorithm.multiparametric_optimization(library, parameters, evolutions=100);\nlibrary.to_wet_lab(assays=[\"ACE\", \"SPR\", \"Bioassays\"])", "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 11:13:45.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e527d591-4191-401e-bb1e-73dcb00ef5c4", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "title", "text": "DRUG CREATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": 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"slide": "/slides/019de076-8eed-77e6-97e7-f406514b962a/3", "deck": "/decks/019de076-8eed-77e6-97e7-f406514b962a", "deckAnchor": "/decks/019de076-8eed-77e6-97e7-f406514b962a#slide-3", "deckJson": "/decks/019de076-8eed-77e6-97e7-f406514b962a.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.45, "x": 0.52, "y": 0.56 }, "kind": "list", "text": "10 NEW ACTIVE PROGRAMS: Achieved guidance for 2023 with growing partnership momentum for 2024", "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 11:13:44.819+00", "model": 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