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

WikiSkill is a Google Research framework that gives AI agents a persistent memory of past successes and failures. Agents document lessons in a wiki-like structure and use that knowledge to improve future runs. Larger models gain the most, but smaller models with WikiSkill can match the performance of larger ones without it.

Opening Kapyn…