AI & ML interests
Model Release Governance, Offline Verification, Provenance and Audit, Computer Vision, Digital Evidence, Reproducibility, ML Compliance
Recent Activity
Loko Release Gate Records
Public, third-party anchored Release Gate decision artifacts for pinned vision model revisions.
This is an artifact record store (reports, manifests, receipts), not a browsable dataset split.
What this is
This page is a landing card for Loko AI and points to the public records in the release-gate-records dataset.
Each run includes:
- Pinned model repo + exact commit revision
- Pinned dataset repo + exact commit revision
- Declared release predicate (the gate)
- Deterministic PASS/FAIL decision certificate
- Receipt bundle + offline HTML report
- Checkout manifest + signature
- Full folder hash index (sha256 + size)
Runs
Run A — Baseline Repro (COCO)
A reproducible benchmark surface bound to a release decision using COCO val2017.
Run B — Production Gate (Low-Light, class-scoped)
Operational gating under low-light conditions using a class-scoped predicate (for example, person).
What this is not
Not a leaderboard or “best model” claim.
It demonstrates auditable release governance: decisions you can re-verify offline.