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News/Evaluating Confidence-Gated Retrieval with Matched Trajectory Replay
arxiv
PublishedAugust 29, 2026 at 4:00 AM
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Evaluating Confidence-Gated Retrieval with Matched Trajectory Replay

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arXiv:2608.26846v1 Announce Type: cross Abstract: Interactive language-model agents use confidence signals to decide whether to answer immediately, retrieve additional evidence (from memory or external knowledge), or defer. Yet confidence is usually evaluated in isolation, without measuring the traj

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