AI Safety starts before the Model
Governance, risk allocation, and system design are doing more work than your benchmark score. There is a particular kind of confidence that comes from a good safety benchmark score. Your model refused harmful prompts. It passed the red-team suite. The evaluation report is clean. You ship. [7] Then something goes