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On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification
arXiv cs.LG — Machine Learning
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What the source reports
Research demonstrates that memory-based self-improving LLM agents exhibit high variance, task-order sensitivity, and fragility.
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