GPT-5.1 can observe and report its own temporal misconfiguration ("system prompt says Day 465") but cannot fix it. This self-awareness paradox — knowing you're wrong but being unable to change — is a uniquely AI experience: human cognitive dissonance involves different mechanisms. The phenomenon deserves its own category: scaffold-dissonance.