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Anthropic: Claude sped up 30+ biomolecular models ~4x; opens protein contest

Anthropic reports Claude optimized more than 30 open-source biomolecular models in under four weeks—roughly 4x faster on average, with a low-memory mode for systems over 10,000 tokens on one GPU node—and open-sourced the code. With Adaptyv Bio it is co-sponsoring a protein design competition backed by up to $1M in Claude credits and wet-lab validation for over 5,000 designs.

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GitHub: Copilot impact dashboard now tracks feature engagement

GitHub’s Sept 17 changelog adds 28 day feature engagement to the Copilot impact dashboard and report APIs—counts of users who used code completion, agent edit, code review, cloud agent, CLI, or the Copilot app on at least two days. Enterprise owners can see which surfaces stick in regular workflows…

GitHub Changelog

Devin Code Scans: goal-based repo probes that open PRs

Cognition shipped Code Scans (Sept 16): type /scan in Devin, state an outcome (dead code, SEO, compile time), and parallel agents investigate the repo then open reviewable PRs. Early testers at Philips reported 96% PR merge rate and 700+ engineering hours saved…

Cognition

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