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Published collection

Claude uses expert prompts to design protein binders from scratch

This experiment shows a feasible path for using general-purpose models in early drug design tasks.

Updated
Editorial
Frontline Lab
Published entries
2
Sources
2
Date range
2026-08-18 to 2026-08-19
Primary labels
Products · 产品 · Agent products · AI workflow · Claude · Anthropic

Published evidence

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Claude uses expert prompts to design protein binders from scratch

Anthropic said it tested Claude using a protein design prompt written by AnthropicAnthropic experts; Claude autonomously designed protein binders for 14 of 15 targets, and worked with Adaptyv Bio and Twist Bioscience on building and testing them.

Why it mattersThis experiment shows a feasible path for using general-purpose models in early drug design tasks.

Original source
Anthropic: Research (published results · web page)

Claude succeeded in 14 of 15 target protein binder experiments

Anthropic announced two experiments in which Claude (Mythos Preview and Opus 4.8) designed protein binders for 15 targets, succeeding on 14 with a hit rate of 22.6%-35.1%.

Why it mattersThese experiments show the boundaries of Claude’s use in Anthropic research on protein design and analysis.

Original source