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When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
Scale-conditioned evaluation reveals agent memory reliability degrades differently by interface, agent, and budget as irrelevant sessions accumulate.
Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 17 of 20 reviewers recommend it
lenient 4/5
medium 10/10
strict 3/5