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An agent's memory is everything it can reach, not just its context window. A preprint, Reading More, Finding Less, tests that idea with pre-registered experiments and finds the failure is routing: a hand-curated memory index sent the agent to the wrong files, plain file search beat it, and saved memories almost never got read again. The full corpus and harness ship with the paper for re-running.
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