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Jul 17, 2026 · Artificial Intelligence

When Does Trajectory Review Boost Agent Success? Five Key Factors Explained

Recent research shows that letting agents review their own execution trajectories can improve task success rates, but only under clear conditions such as reliable external feedback, concrete planning outputs, appropriate timing, sufficient model capability, and manageable cost‑benefit trade‑offs.