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How Claude designed protein binders against scorpion neurotoxins
Anthropic describes asking an internal research Claude model, with prompts developed alongside Citrini Research, to design minibinders against scorpion neurotoxins as a step toward antivenom. Adaptyv Bio and Twist Bioscience tested 211 designs for binding and 17 met the criteria; the post covers the workflow, results, remaining steps to a treatment, and the open release of all designs and data.
11 min · 2,462 words
Gamow Labs introduces LabRobotBench, a benchmark that uses an in-silico simulation of its robotic wet lab to test whether frontier AI agents can diagnose equipment failures and safely recover interrupted experiments such as cell assays and dose-response runs; GPT 6.1 Sol scored 46.7%, Opus 5.5 23.0% and Gemini 4 Argon 20.9%.
4 min · 940 words