Proof Pack: deterministic replay and audit chain and PASS/FAIL verifier

https://Sc691583.github.io/gatekeeper-proofpack-demo/

Comments

gatekeeperopsJan 25, 2026, 8:35 PM
We published a minimal “Proof Pack” for operational AI claims: download bundle + run a read-only verifier → PASS/FAIL.

Includes: decision receipts, append-only audit chain, ROI ledger (baseline vs actual vs counterfactual), deterministic replay.

Release: https://github.com/Sc691583/gatekeeper-proofpack-demo/releas... Spec: https://github.com/Sc691583/gatekeeper-proof-spec Benchmark: https://github.com/Sc691583/gatekeeper-proof-benchmark Contact: info@dayandrossglobal.com

gatekeeperopsJan 25, 2026, 8:37 PM
Quick start: 1) Download Release 2) Run: python3 verifier.py dist/<bundle>.tar.gz → PASS/FAIL + audit-chain head
gatekeeperopsJan 25, 2026, 8:42 PM
What this is for: making operational AI claims reproducible and auditable. A “Proof Pack” is a bundle of artifacts (receipts, ROI ledger, audit chain) that can be verified offline.

Happy to answer: determinism strategy, receipt schema, audit-chain format, and how counterfactual ROI is computed.

gatekeeperopsJan 26, 2026, 8:33 AM
One question I’m curious about: What would you consider the minimum “proof bar” for operational AI in production? We went with: determinism + receipts + tamper-evident audit chain + ROI ledger.