Developmental specification · Founder and initial editor · Public artifact
GKOS: AI governance specification and assurance engineering
Independent project. Not affiliated with a standards body or an employer.
Status Public developmental specification; executable mechanism-level checks available. Complete profile qualification and independent interoperability validation remain outstanding.
- Problem
- When an AI system recommends or takes an action, ordinary logs show that a call happened. They rarely show which evidence it used, what context it saw, who had authority to approve it, or how the result can be challenged and replayed.
- My part
- I drafted the specification (with AI drafting assistance) and lead its design: provenance, deterministic validation, reproducible context, bounded delegation and records of decisions and actions. I direct the schemas, fixtures and conformance runner and approve each published edition.
- Exists now
- Published edition v0.82.1 (25 September 2026) with 62 permanent requirements and 28 gate codes, JSON schemas, a requirements registry, and an adapter-neutral conformance runner. CI runs the runner on Linux and Windows with Node 22 and 24.
- Results
- Mechanism-level checks pass, including a clean-process context replay and a mutation corpus that covers all 28 gate codes. The executable suite covers only part of the profile catalogue, so no conformance profile is qualified yet.
- Limits
- No qualified profile, no public second implementation, and no independent interoperability validation. Proposed NIST, ISO and EU AI Act mappings are informative drafts under review, not established alignment.
Evidence Public artifact
- GKOS specification repository
- GKOS v0.82.1 release (developmental specification, public working draft)
- GKOS master specification at commit b308ff7
- GKOS conformance mechanisms at commit b308ff7
- GKOS conformance-claims policy at commit b308ff7
- GKOS canonical serialization and context-replay contracts at commit b308ff7
- GKOS concept DOI (all versions, Zenodo)