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Claude-shaped science

ID: 4afe518a-4a11-54de-82cf-885316fe4fbb

STIX ID: report--4afe518a-4a11-54de-82cf-885316fe4fbb

Feed Name: Anthropic Research

Date Published: 2026-10-01

Date Updated: 2026-10-02

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This essay describes BootLoops, an open-source harness that leverages the Anthropic Claude large language model to automate and accelerate exact quantitative computations across physics, ecology, genetics, economics, and other fields; it recounts technical successes, collaborations with domain experts, operational practices, limitations of current LLMs, and reflections on how agentic AI can complement human scientific work.

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