Randomized trial assesses the integrity of offline AI models, highlighting the importance of secure verification.
You know an offline AI model has not been swapped because its weights are cryptographically signed, the machine proves which file it loaded through a hardware attestation, and that load is recorded in a sealed, append-only audit ledger where any mismatch is provable.Originally published at https://mickai.co.uk/articles/how-do-you-know-an-offline-ai-model-has-not-been-swapped-or-tampered-with. Mickai is a Sovereign Intelligence Operating System; the Open Audit Record signs every artificial intelligence action before it executes, post-quantum and offline-verifiable. 104 filed UK patent applications, Mickai LTD (Companies House 17166618).
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Micky Irons (2026) studied this question.
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