FrameworkNIST AI Risk Management Framework 1.0Govern, Map, Measure, Manage. The shared language for residual risk.
FrameworkOECD AI PrinciplesInclusive growth, human-centred values, transparency, robustness, accountability.
FrameworkIMDA / PDPC Model AI Governance FrameworkSingapore’s implementable pack — now with a generative-AI extension.
FrameworkASEAN Guide on AI Governance and EthicsThe regional guide — non-binding, increasingly cited in ASEAN procurement.
FrameworkMAS FEAT principlesFairness, Ethics, Accountability, Transparency — Singapore’s financial-sector AI principles.
FrameworkJapan AI Guidelines for Business (METI / MIC)The implementable Japanese pack — promotion-first statute, real buyer teeth.
FrameworkUNESCO Recommendation on the Ethics of AIThe global ethics instrument most governments have formally adopted.
FrameworkHiroshima AI Process (G7)International code of conduct for frontier developers — Japan-hosted.
FrameworkWEF AI Governance Alliance — briefing papersBoard-altitude synthesis from the Forum’s alliance.
FrameworkMcKinsey AI Trust Maturity (2026)Strategy, governance, agentic controls — and the scale brake.
FrameworkStanford HAI AI IndexThe annual measurement yearbook — capability, cost, policy, public opinion.