The real question on this page is not what the potential looks like. It is what forces it. A two-term cost function is not a result. Anyone can write one down. What matters is which part of it is a consequence of the axioms, which part needs one more axiom, and which part is provably free.
So this page is not an optimisation exercise, and it should not be read as one. It is an accounting of what the axiom system does and does not determine. Half of that accounting is positive. Half of it is a negative theorem, and the negative half is the more informative one.
The first term is what it costs to hold a sharp boundary. The second is what it costs not to know. is the core constant — the only datum that depends on the shape of the kernel. In the robotic anchor these two terms are literally the two halves of a controller: what it costs to be stiff, and what it costs to be uncertain.
The law is not a modelling choice. It is what the rescaling law of the kernel forces, and that is a theorem, not a preference:
The sharper the boundary, the less entropy it carries. Stated precisely: the law is the weight- equivariance of the entropy functional.
Under the categorical axioms alone, the maintenance side is entirely unconstrained: two distinct admissible models exist. Nothing in Layer I touches it. The claim that "the form is forced" was, as stated, false.
Under A7 the maintenance cost becomes linear, with . The mathematical kernel is the standard fact that a continuous additive map between real vector spaces is linear. Nothing exotic — and machine-checkable.
Read this part twice. Two models can both satisfy A7 and still differ:
So the axiom system is not categorical. The potential is determined only up to the coefficient . That is a theorem, not a caveat, and it is the formal closure of the objection that "the axioms do not produce the formula".
| Statement | Status | Forced by |
|---|---|---|
| Entropic term | Machine-Checked | The rescaling law of the kernel (weight ) |
| Maintenance term, without A7 | Free | Nothing — two admissible models exist |
| A7 additivity | Assumption | Chosen, and falsifiable |
| Linearity | Machine-Checked | A7 plus continuity |
| The coefficient | Not determined | Only the gauge condition |
| A7's legitimacy for real systems | Empirical prediction | Untested |