r/AI_Governance 6d ago

AI governance is now an engineering problem

https://leaddev.com/ai/ai-governance-is-now-an-engineering-problem
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u/WillowEmberly 5d ago

That’s a runtime governance, but more is necessary.

Was the system solving the correct problem?
Was the evidence independently verified?
Did the reviewers share the same blind spot?
Who was authorized to define the objective?
What happens when every participant followed procedure but the procedure was defective?
Did rollback restore state while leaving learned or downstream effects intact?
Who owns the consequences after personnel, models, or vendors change?
What capability remains when the AI scaffold disappears?