Patch Fast, Pull Slow: Defending in the Year of Copy Fail

AI is finding bugs faster, researchers pile on the moment one drops, and registries ship malware by the hundred-thousand. Defenders are caught between two contradictory imperatives. The fix is architectural, not temporal.