Arguments about where specialized intelligence belongs.
How to choose the right scope, turn operating evidence into model behavior, set explicit authority and risk, and keep specialized intelligence current.
What makes a custom AI model actually custom?
A model becomes custom when its behavior reflects a company’s work, evidence, judgment, culture, and governed risk—and performs better because of it.
If AI does the work, what is the human for?
As AI absorbs execution, the human role must retain real authority by setting objectives, judging ambiguity, and remaining answerable for the result.
AI strategy starts with the work
A useful AI strategy names the work that should change, the judgment that must stay human, and the evidence that will show whether the change mattered.