What governance persists if every framework disappears?
Seven requirements. Jurisdiction-portable. The instrument that survives regulatory change.
We stripped away every regulation. The EU AI Act. NIST. Singapore. ISO 42001. Then we asked what governance AI agents still require - by virtue of what they are and what they do.
Seven requirements survived. Five are partially covered by existing frameworks but violated in practice. Two are absent from every published framework on earth. The industry has not rejected them. It has not considered them.
Most organizations score between 0 and 4 out of 21. That number does not change when the regulation changes. These requirements are portable because they are principled, not jurisdictional.
What You Get
7 Requirements, 7 Self-Assessments
Each requirement with the evidence for why it persists, what the industry has built (and has not), and a concrete self-assessment question. Score what your architecture enforces.
The Two Absences
Requirements 5 (Participation) and 7 (Sustainability) are absent from every framework on earth. We scored five major agent frameworks. All five scored zero on both. That gap defines our category.
Grounded in Research
Five research questions. Five frameworks scored. 2026 evidence base. Every requirement traces to a specific finding. Not theory - evidence.
Framework-Independent
These requirements do not depend on the EU AI Act, NIST, or any standard. They survive regulatory change. That is the point - and the commercial advantage.
The Seven Requirements
Each agent distinguishable, persistent, architecturally enforced.
Memory and self-knowledge protected. Corruption detectable. Both directions.
People know the agent exists. Explanations accessible to the person affected.
A path to challenge that does not require knowing the agent existed.
The governed have a voice. Industry score: zero across all five frameworks.
Must not extract beyond what was meaningfully understood.
Governance survives regulatory change and platform transition. Industry score: zero.
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