SakanaAI's Agentic Scientist Writes Paper That Passed Human Peer Review at ALIFE

RobertTLange · x · 2026-10-15

SakanaAI's RobertTLange details The Agentic Scientist, a system orchestrating CLI agents to conduct research: task specification, parallel idea investigation with rubric self-verification, post-hoc evidence generation via ablations, and grounded paper writing. Used as a co-scientist, it discovered an extension to the backpropagation-free Error Diffusion algorithm; after human verification and edits, the paper was submitted to ALIFE and accepted through human peer review.

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