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arxiv_llm_reliability · Nov 4, 2026 · paper
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Twists and Turns: A Graph-Based Benchmark and Framework for Long-Term Memory in Exploration Tasks
arxiv.orgNov 4, 2026
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In brief
Long-term problem-solving processes, such as scientific research and software development, proceed along an evolving trial-and-error trajectory toward a central goal. We term these \textit{exploration tasks}, which re...
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