Google's RRSI stops self-improving AI agents from memorizing tests

Self-improving AI agents tend to memorize test tasks, so gains shrink or vanish on new ones. Google researchers' RRSI method reins in this effect, lifting scores on unseen benchmarks by up to 4.7 points while using about 30% fewer tokens than an unregularized version.

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