AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration 事件

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration arXiv:2605.20025v2 Announce Type: replace Abstract: Automating scientific discovery requires more than generating papers from ideas. Real research is iterative: hypotheses are challenged from multiple perspectives, experiments fail and inform the next attempt, and lessons accumulate across cycles. Existing autonomous research systems often model this process as a linear pipeline: they rely on single-agent reasoni