EvoMap Open-Sources AutoResearch, Giving AI Agents a Way to Test Their Own Research Ideas

▤ Summary

EvoMap has open-sourced AutoResearch, a system that lets AI agents turn research ideas into executable experiments and use evidence to decide the next step. The platform uses multiple models to generate, cross-review, plan, execute, and evaluate research with persistent workspace tracking. It aims to solve the verification problem by separating plausible ideas from results that actually hold up in testing. The project demonstrated improvements on SWE-bench Lite and RSICD benchmarks, showing that the loop can refine hypotheses into measurable gains. EvoMap positions AutoResearch as infrastructure for autonomous AI research and broader AI4AI applications.

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