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    <title>Compressed Memory on Cognaptus</title>
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      <title>Don’t Reason Over Every Token: LycheeMemory Turns Long Context Into a Budget</title>
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      <description>LycheeMemory shows how compressed memory and state-dependent gating can cut long-context inference cost by allocating expensive reasoning only to selected evidence.</description>
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