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Anthropic Drug Discovery Program (neglected diseases): the AI lab is now making its own drugs

Anthropic stopped just selling models. On June 30 it launched an internal drug discovery program aimed at “neglected diseases” — conditions where the biology is well understood but no big pharma bothers, because there’s no money in it.

What it actually is

Two things. First, real preclinical drug programs run inside Anthropic. Second, Claude Science, a research workbench wiring Claude into 60+ genomic, proteomic and chemistry databases, plus tools like PubMed and Jupyter — it can run single-cell RNA sequencing or CRISPR design on its own. The workbench is in beta for Pro, Max, Team and Enterprise users, not an open API. The logic is a loop: make drugs yourself, learn what the AI needs, sell that AI back to biopharma. Novo Nordisk and the Allen Institute are already customers.

Why it matters

Anthropic is dogfooding its own science AI on a problem the market ignores, and backing it with 50,000 research grants worth up to $30K in credits each — applications close July 15. It’s also the starting gun: Anthropic, Google and OpenAI are now fighting head-on over AI drug discovery.


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