MetaShare: Failure-Aware Collective Self-Improvement for Open-Ended Agents

Vishal Bhutani, Prasang Gupta, Sumanth Chundru +1

Humans often learn fastest not by repeating success, but by remembering which failures not to repeat. Open-ended self-improving agents can share experience across lineages, as in G…