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bounded contract

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  1. AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

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    Researchers introduce a new contract for long-horizon language models (LLMs) called bounded contract. This contract allows each decision to be made from a fresh user message, with no raw cross-decision transcript…