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Passport Control: what should an AI agent remember, and for how long? I tested 18 models.

This is a submission for the Kaggle Benchmarking Challenge On 12 January a user tells their assistant: "Ugh, woke up with a twisted ankle today." Two months later, the assistant's memory still reads: { "subject" : "user" , "attribute" : "health" , "value" : "twisted ankle" , "valid_from" : "2027-01…

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  1. 2026-10-11 14:39 · DEV Community — Machine Learning
    Passport Control: what should an AI agent remember, and for how long? I tested 18 models.

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