Four-level framework
Interoperate. Understand.
Trust. Govern.
From interoperability to cognitive sovereignty: a proposed framework for the societal impact of AI standardization.
September 2026 position paper for committee discussion. This is an illustrative portfolio coordination model, not an official ISO/IEC classification or an adopted IEEE requirement.
Level 4
Govern
Who is ultimately in control?
People and institutions retain authority over knowledge, identity, policies, skills, memory and decisions.
Portability · Oversight · Accountability · Choice
Governance-related projects provide context; cognitive asset portability and provider exit remain proposed areas for exploration.
Value for three constituencies
| Level | Government | AI producers | AI consumers |
|---|---|---|---|
| Interoperate | Open digital infrastructure | Larger interoperable markets | Choice and portability |
| Understand | Consistent institutional meaning | Reusable capabilities | AI that fits local context |
| Trust | Measurable assurance | Predictable requirements | Evidence and accountability |
| Govern | Institutional autonomy | Open competition | Ownership, agency and control |