AI Governance
Why most AI governance frameworks miss the knowledge layer
Most enterprises building AI systems have invested in governance frameworks that cover the model: bias audits, safety evaluations, red-teaming, alignment checks. What they haven't built is governance for what the model was allowed to learn. That gap is the knowledge layer — and it's where most AI