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Peter R. Pietzuch

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#artificial intelligence Preprint Sep 2026

Planarian: Managing Agent State with Statepoints

LLM agents solve complex tasks by iteratively changing files, invoking local tools, and interacting with remote services, which modifies state across their local environment and remote services. Today, agents and users must manage these changes explicitly, whether reverting exploratory actions or recovering from errone...

Jin-Nan Guo, H. Chen, K. Vaswani et al. · 0 citations

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