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Semantic overload: why AI agents get facts wrong

calendar_today July 2, 2026 person Jim Allen Wallace domain redis

Your AI agent confidently tells a user that the company’s parental leave policy is 12 weeks. It’s been 16 for the past year. The old HR handbook, the updated one, and the Slack announcement that changed it are all sitting in the retrieval index.

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