AI confidence is not your edge

A model can be confidently wrong—especially on thin information or ambiguous rules.

Treat analyzer confidence as a prompt to dig deeper, not a green light to max size.

Your edge is calibrated probabilities after costs. Polifly helps you structure the work; it doesn’t print certainty.