By Brian Buntz
Publication Date: 2026-10-30 21:42:00
Credit: CAS
Since the term artificial intelligence was coined in the 1950s, the field has been big on promises, centering around a vision of machines that could use language, reason abstractly, solve human problems and improve themselves.
A century of biological progress in a decade. Cures for every disease. AI leaders are setting extraordinary expectations for science: Anthropic’s Dario Amodei has argued that powerful AI could compress 50 to 100 years of biological advances into five to 10, while Google DeepMind CEO Demis Hassabis has said AI could potentially develop revolutionary treatments or even cure all disease. Whether those promises can justify the money pouring into AI will depend in part on how successfully laboratories translate AI-driven discoveries into commercially viable products such as novel medicines and materials.
Among the core ingredients needed to turn AI’s promise into scientific breakthroughs are access to reliable scientific data and integration with…
