Risk-Tiered AI Governance Checklist Executive Edition—Four Tiers, Scaled to Actual Risk
AI outputs are treated by courts and regulators as the company’s own speech. If your AI system can influence a customer, a decision, or a regulated outcome, you are responsible for what it says or does. This checklist gives you a structured way to scale governance with risk — without slowing down innovation. Governance must scale with exposure. The four tiers below map to the actual risk your AI systems create, not the hype around them.
Authors
- Narnaiezzsshaa Truong (ORCID: https://orcid.org/0009-0000-1964-6440)
Institutions
- American Rock Mechanics Association (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-05-30
- DOI
- https://doi.org/10.5281/zenodo.20465845
- Primary Topic
- Ethics and Social Impacts of AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00