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Google researchers find a way to keep self-improving AI agents from memorizing their tests

Google researchers introduce RRSI, a regularization technique that prevents self‑improving agents from over‑memorizing tests. RRSI reduces token usage by about 30% and boosts unseen benchmark scores by up to 4.7 points, helping agents generalize better.

The Decoder·Oct 4, 2026

Opening Kapyn…