The Structural Failure of Disciplinary Science: Why Nobody Saw What a Machine Found in Two Hours

This essay argues that the disciplinary structure of modern science has become a structural impediment to discovery. We present evidence from a computational epistemic system that autonomously discovered a formal isomorphism between eukaryotic intracellular signaling and variational autoencoders. We further argue that the dominant challenges in AI — hallucination, alignment, and ethical governance — have been structurally resolved through reverse alignment and executable constitutional governance. SHA-256: 155ed81761064543cba15f6ddd875f831ba80c06d6e1d33b41128ba2082ddc1b