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#long-horizon-tasks

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'Beyond the Diff' Quantifies Agentic Entropy — Why AI Coding Agents Drift From Intent Across Iteration Steps Even When Each Diff Passes Review

A CHI 2026 paper formalizes agentic entropy as structural drift between agent actions and intent, showing why per-step benchmarks miss cumulative misalignment in long agent.
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