Note We prove that two pointers and two semantic operators automatically construct a Lyapunov function from categorical necessity alone, establishing the first purely structural stability principle in 133 years and showing that reasoning convergence does not require energy dissipation.

Note “From a handful of beans, the hidden limits of reasoning quietly unfold.”

Note “Meaning precedes inference, and thus reasoning can never complete itself.”