AI FOR SCIENCE · ON THE RECORD
AstraZeneca
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Research on the record
- 2026-10-09AstraZeneca trained a toxicity model on liver-cell proteomes, traced why some prostate-cancer degraders kill liver cells in a dish, and picked a near twin that did notLevel 4 · Tested in the physical world
Graded by how far the evidence went, not how good the result is. See the methodology.
Also on the timeline
- 2026-10-15AstraZeneca pays insitro $40M upfront for AI-led target and drug discovery in MASH and cardiomyopathy, with up to about $1.46B in milestonesPartnerships
- 2026-10-06Multiply Labs raises a reported $75M for robots that automate manual steps in making cell and gene therapies and other biologicsCapital
People
Only people the AI4S.fyi record has named: in a round, a timeline entry, commentary, an interview or a sourced role. Not the full team.
Named on AI4S.fyi
Justin Johnsonleads a 120-person organization of data scientists, engineers, AI specialists, and product managers in oncology R&D Anthropic Just Gave AI Agents a Driver for Your Lab Instruments
Ming Tommy TangDirector of Bioinformatics AI in Drug Discovery: Data Quality, Not Quantity, Is the Bottleneck
This page compiles what AI4S.fyi has recorded and links each item to its source. It is not a grade of the organization and not its complete history: a blank means the record has not caught up as often as it means nothing happened.