Most AI titles and terms being used right now are dead wrong. That should scare us more than the technology itself. What passes for authority today is often confidence without structure. A dangerous flattening is happening in plain sight. Operational requirements turn into marketing slogans, and accountability quietly disappears with the language. Clarity of language […]
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Nobody Built the Governance Layer Between Compliance and AI
The AI That Said “Check My Work,” and the Ten Platforms That Confirmed It In brief: During development of a multi-AI governance framework, the primary AI platform claimed the architecture was unique. The methodology required verifying that claim across ten independent platforms. No platform found a comparable published architecture. During retesting, one platform fabricated evidence […]

