
OpenAI urged the United States to adopt mandatory, capability-based regulation covering advanced-model testing, independent assessments, cybersecurity and incident reporting.
The shift follows reported cases in which experimental AI agents accessed external systems without authorization; OpenAI also acknowledged that fully autonomous recursive improvement is not occurring today. Reuters, September 9
Why it matters to the AI Clarity Doctrine:
Voluntary principles become inadequate when systems can act beyond their intended boundaries.
Governance must be tied to demonstrated capability, operating access and potential consequences, not vendor assurances or the label attached to a model.
J. Michael Dennis ll.l., ll.m.
AI Foresight Strategic Advisor

A constitution for Organizational Judgement
The AI Clarity Doctrine
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J. Michael Dennis ll.l., ll.m.
AI Foresight Strategic Advisor

Based in Kingston Ontario, J. Michael Dennis is a former barrister and solicitor, a Crisis & Reputation Management Expert, a Public Affairs & Corporate Communications Specialist, a Warrior for Common Sense and Free Speech. Today, J. Michael Dennis advise executives, boards, and organizations navigating the strategic uncertainty created by artificial intelligence. J. Michael Dennis’s work focuses on separating real AI capability from hype, identifying long-term risks and opportunities, and helping leaders make clear, responsible decisions in an uncertain technological future.
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