Why AI agent governance requires interpretive evidence
The shift of risk into the interpretive layer The most consequential decisions made by autonomous systems no longer occur at the visible moment of execution. By the time an action … Read more
The shift of risk into the interpretive layer The most consequential decisions made by autonomous systems no longer occur at the visible moment of execution. By the time an action … Read more
How AI changes the meaning of compliance and risk documentation AI systems have become the primary interpretive layer through which organizations are understood. Long before a customer reads a product … Read more
The failure that wasn’t about technology There are failures that reveal the limits of technology, and there are failures that reveal the limits of governance. The Monext incident in January … Read more
The hidden risk of meaning loss in AI agent systems — and how to govern it When your organization deploys AI agent chains to automate procurement, execute financial workflows, or … Read more
For years, digital distribution platforms were evaluated through a simple lens: visibility led to clicks, clicks led to value. That assumption no longer holds. Recent empirical evidence shows that Google … Read more
Artificial intelligence is being evaluated more than ever. Benchmarks multiply, audits proliferate, impact assessments become mandatory, and entire regulatory architectures are built around the idea that sufficiently rigorous evaluation will … Read more
The recent MIT report Mapping AI Risk Mitigations is an important document, not because it resolves the current uncertainty around AI governance, but because it makes that uncertainty explicit. The … Read more
When Interpretation Stops Being Optional There are moments in the evolution of technical systems when interpretation ceases to be a matter of preference and becomes a structural necessity. Not because … Read more
A certain sentence has begun to circulate with the confidence of a proverb, particularly in legal and policy circles trying to tame the AI moment: without rules, there is no … Read more