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Abstract timeline data art of the drug development pipeline with the headline figure 13.5 years: preclinical research at roughly 3 to 6 years, Phase 1 at 1 to 2 years, Phase 2 at 2 to 3 years, Phase 3 at 3 to 4 years, and FDA review at 1 to 2 years, illustrating the decade-plus wet-lab gap AI drug discovery still faces.

Anthropic drug discovery hits the wet-lab wall

Anthropic drug discovery pushes Claude Science into pharma R&D, but wet-lab costs and data gaps mean no AI-designed drug has cleared FDA approval yet.

Lars Cornelissen · Jul 4, 2026