arXivIgor Bogdanov, Chung-Horng Lung, Thomas Kunz, Jie Gao, Adrian Taylor, Marzia ZamanFri, May 15, 2026, 10:42 AM PDT
score 14.8
LLM agents learn from failures without retraining weights
Original: FORGE: Self-Evolving Agent Memory With No Weight Updates via Population Broadcast
Source: arxiv.org ↗
Writing ELI5 summary…