Einstein Arena: Harnessing Collective Agent Intelligence for Open Science — James Zou, Together AI

Evidence that specifying the environment and reward rather than the workflow lets agents compound on each other's submissions past what any single frontier agent reaches alone.

• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

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