AI governance specification
Founder and initial editor of GKOS, a public developmental specification for accountable AI assistance: inspectable evidence, reproducible context, and clear decision authority that support human judgment. Independent validation and full conformance qualification remain ahead.
- Edition v0.82.1 (25 September 2026): 62 permanent requirements and 28 gate codes.
- Machine-readable schemas and an adapter-neutral conformance runner, run in CI on Linux and Windows.
- Context replay and a mutation corpus covering all 28 gate codes, at mechanism level.
- No conformance profile is qualified yet, and no independent implementation exists.
Where GKOS: AI governance specification and assurance engineering (Developmental specification); Agentic AI Developer and Systems Architect, Independent (2025 – Present)
Check it GKOS specification repository; GKOS v0.82.1 release (developmental specification, public working draft); GKOS conformance mechanisms at commit b308ff7