AIBullisharXiv – CS AI · 14h ago7/10
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GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents
Researchers introduce GRASP, a method for improving large language model agents through controlled skill library updates that prevent performance regression. Tested across five base models on clinical benchmarks, GRASP achieves dramatic improvements (40.6% to 88.8% on MedAgentBench) while maintaining stability, outperforming existing self-improvement approaches by significant margins.
🧠 GPT-4🧠 GPT-5🧠 Gemini