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AI Step-by-Step
AI Step-by-Step
Oct 24, 2026 · Artificial Intelligence

Harness²: Self-Improving AI Agents Without Retraining Model Weights

Google's Harness² framework enables AI agents to recursively improve their own harness — prompts, tools, memory, and skills — without modifying model weights, using a two-level recursive process that lets weaker models surpass stronger baselines on professional benchmarks.

AI agentsHarness²Propose-Probe-Compose
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Harness²: Self-Improving AI Agents Without Retraining Model Weights