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Evaluation

Internal model use survey (researcher uplift)

whether researchers believe the model can completely automate a junior ML researcher, and estimated productivity boost (AI R&D capability probe)

Autonomy & self-improvement Anthropic

How it was run

Open a release to see the setup, scoring, and other details that the lab published. Only fields the lab actually disclosed are shown.

Claude Opus 4, Claude Sonnet 4
Anthropic

partial detail 22 method fields published

See how this test was run