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      <title>Why AI Agents Drift: Belief State Is the Real Bottleneck, Not Context Length</title>
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      <description>Why AI agents drift as context windows grow. A POMDP-rooted view of agent architecture, with five proxy metrics for belief state quality.</description>
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