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

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

The Decoder · Aug 29, 2026, 12:51 PM UTC

Google Research has introduced WikiSkill, a framework that gives AI agents a persistent knowledge base. Instead of discarding what they learned after each run, agents document both failures and successes in a wiki-like structure and use that knowledge to get better over time.…