Anthropic emphasized that Claude Science runs on its existing Claude models — no special scientific version was trained. "It is not a new model," Forbes reported, noting the product runs the same Claude everyone already uses, including Opus 4.8 .
Alongside its tool-sales strategy, Anthropic is pursuing a neglected diseases initiative focused on conditions such as tuberculosis and malaria. Per STAT News, the company intends to apply its internal drug discovery work to diseases often underfunded by traditional pharma, positioning this as a public-good complement to its commercial tool business . Jonah Cool, head of life sciences partnerships, said Anthropic's goal is to focus on neglected diseases as it creates its internal drug program
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Anthropic executives repeatedly emphasized that the internal drug discovery program is designed to give the company hands-on experience using its own products to solve real scientific problems — not to become a direct pharma competitor . Kauderer-Abrams stated, "Most of our effort is going into making tools for our customers"
. The internal biology work generates reference implementations, benchmarks, and feedback loops that improve Claude Science for pharmaceutical customers like Bristol Myers Squibb, which signed a strategic agreement in May 2026 to deploy Claude across its global operations
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According to CNBC's report from the June 30 event, Kauderer-Abrams said that "the single most important thing" at Anthropic is having the company use its own AI tools to do real science — essentially "dogfooding" its products to prove their utility and drive improvement .
Despite roughly $60 billion invested in AI-driven drug discovery since 2019, no AI-discovered drug has yet received FDA approval . This sobering track record underscores the high-risk, long-cycle nature of the field Anthropic is entering — and is precisely why the company frames its internal program as long-term R&D rather than a near-term revenue driver
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