Randomized trial demonstrates how cryptographic auditing proves AI source usage, suggesting enhanced transparency.
You prove which source an AI used by sealing each retrieved chunk, the hash of its source document and the exact context into a cryptographically signed audit record. An auditor can then reconstruct and verify the entire evidence chain behind any answer offline.Originally published at https://mickai.co.uk/articles/signed-retrieval-how-do-you-prove-which-source-an-ai-actually-used. 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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