Conformance Is Not Truth
Model, metamodel, ontology get used as if they were three names for the same thing. They are three different jobs, and confusing them decides which questions your tooling will never be able to answer.
A Diagram Cannot Be Wrong
Business architecture carries its meaning in the drawing and in the modeller's head. An ontology makes that meaning checkable, which is less than making it true, and more than it sounds. The reason it now matters is that the models have acquired a second reader.
Refusal Is Not Alignment
Most safety evaluation counts how often a model declines and reports the result as alignment. That measures one thing and claims another.
Knowing Which Agent Acted Is Not Knowing Who Decided
Agent platforms are closing the technical control gap. The institutional one stays open — and that open question is what my research is about.
Who Wrote It Is the Wrong Question
The debate about AI and authorship collapses three separate concerns into one question. Separating them shows why detection is the wrong instrument for all three.
Ontology Is Not a Better Semantic Model
Ontologies and semantic models answer different questions. What the popular contrast gets right, where it overreaches, and what an ontology cannot solve on its own.