Google's WikiSkill gives AI agents a persistent memory of past mistakes to sharpen future performance

Google has announced the launch of WikiSkill, a framework that provides a persistent knowledge base for AI agents. Instead of discarding information after each run, agents document both successes and failures in a wiki-like structure, helping them improve their performance over time. Larger models benefit more from WikiSkill, but smaller models can achieve similar performance to larger ones without it. This innovation marks a significant step towards enhancing the capabilities of AI agents, allowing them to learn from past experiences.