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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Shanwen Tan

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Jul 2026

Living-Harness Is an Interactive-Agent Evolver

Living-Harness is proposed, a self-evolving agent harness that converts each completed trajectory and its evaluator signals into posterior evidence for bounded harness updates, and supports retrieval-only reuse of the evolved harness state across model backbones.

Yuetian Du, Yucheng Wang, Helsing Xu et al. · 2 citations

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