Prototype at the speed of thought, validate at the speed of reality

Faster prototyping creates more opportunities to learn, not permission to skip learning. The risk is confusing generated polish with evidence.

The strongest teams use AI to test sharper hypotheses with customers sooner.

Keep the evidence loop human

Generate broadly, choose deliberately, and put the smallest credible experience in front of real people. Speed matters only when it shortens the distance to truth.