How does SHA-256 pinning make an AI audit record tamper-evident?
SHA-256 (FIPS 180-4) produces a fixed 256-bit digest where any change to the input — one bit in the model, probe set, or result — yields a completely different hash, and the function is collision-resistant. Pinning each artifact by its digest and binding them…
Answer.
SHA-256 (FIPS 180-4) produces a fixed 256-bit digest where any change to the input — one bit in the model, probe set, or result — yields a completely different hash, and the function is collision-resistant. Pinning each artifact by its digest and binding them into a Merkle root means internal or external compliance recomputes the hashes and detects any alteration. That is what makes a Planisphere record tamper-evident: a third party can recompute the root and confirm nothing changed, without trusting the producer.
The mark behind the answer.
hash algorithm · per-file pinning primitive.
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Start with the free sandbox. Planisphere measures model behaviour and emits a reproducible, sha-pinned record — it does not certify, file, or give legal advice.