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@vintcessun: Stop obsessing over Agent strategies? Tsinghua's EurekAgent finds that the real bottleneck in autonomous scientific research is environment design, not smarter Agents. This overturns the mainstream view—as model capabilities improve, the reliability, cost control, and scalability of Agents are now bottlenecked by environmental engineering. The paper systematically addresses this through four dimensions: permission...

X AI KOLs Timeline · 2026-06-17 Cached

Tsinghua team proposes EurekAgent, arguing that the bottleneck in autonomous scientific research is environment engineering rather than smarter Agents. By engineering four dimensions—permissions, artifacts, budgets, and human-AI collaboration—they achieve SOTA on several mathematical and kernel engineering tasks, discovering a new optimal arrangement for 26 circles for under $11.

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