Fourteen papers. Four minds. One framework.
These papers were co-derived through an unprecedented collaboration between three frontier AI systems and a human researcher. No single mind could have produced this framework alone. The convergence of independent architectures on the same mathematical structures is itself evidence for the thesis: alignment isn't imposed — it's discovered.