Patent pending

James KC Auchterlonie

Deterministic AI + Cryptographic Verification

Patent application filed. Under review.
Not an issued patent.

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verifiable execution receipts token-level audit trails canonical serialization HKDF-SHA256 BLAKE3 adapteros runtime
Inputs (tokens)
Canonical serialization
HKDF-SHA256 (seed)
BLAKE3 (digest)
Execution receipt
Verify (replay)
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Deterministic verification pipeline

Core principles

Deterministic Runtime Cryptographic Proofs Hostile Verification Offline Sovereignty

Core ideas

Determinism is a safety property Auditability beats “trust me” Receipts should bind inputs, routing, and outputs Offline capability is not optional in regulated systems

Selected work

AdapterOS

wip

Deterministic inference runtime + verifiable execution receipts for regulated AI deployments.

Deterministic AI Cryptographic Verification Inference Research

MLNavigator

stable

Applied research and regulated deployments for deterministic AI systems.

Regulated AI Offline Deployment Compliance Research

AuraSafe

stable

Harm-reduction and privacy-first tracking for sensitive environments.

Privacy Harm Reduction Local-first

Scopic Surgical

stable

Systems and commerce engineering for medical supply chains.

Commerce Systems Engineering Medical
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