Research & Evidence

Proof, not just posture

Technical notes for security, compliance, and platform teams evaluating confidential AI inference.

Abstract data grid visualization
Abstract geometric lines on dark background

What "cryptographic proof of AI inference" actually means

A plain-language explanation of what can and cannot be proven about an AI inference run.

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Data grid with horizon boundary

Why GPU attestation does not prove model identity

Hardware attestation proves environment state. Model identity has to be bound separately.

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Three verified results

Insurance pilot on GCP TDX: what we verified and what we did not

3/3 confidential requests completed, 3/3 AIR receipts verified offline.

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