This analysis reveals privacy vulnerabilities of local AI models, suggesting careful data management is necessary.
No. Running AI locally does not guarantee your data stays private. It removes the public cloud, but a local model with open egress, no verified air gap and no sealed audit trail can still leak or be tampered with, and cannot prove otherwise.Originally published at https://mickai.co.uk/articles/does-running-ai-locally-guarantee-your-data-stays-private. 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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