Equality in the recursive lower bound for degree-2n-2 fundamental models

Prove that the number of fundamental models in the simplex Δ_n of degree 2n−2 equals 2(a_1a_{n−1}+a_2a_{n−2}+⋯+a_{n−1}a_1), where a_k denotes the number of fundamental models in Δ_k of degree 2k−1.

Background

The paper constructs a family of fundamental models of degree 2n−2 by composing pairs of sharp models and proves that the displayed expression is a lower bound for their number. The authors state that they have no argument establishing the matching upper bound; computational evidence motivates the conjecture that the lower bound is exact.

References

Currently, we are not aware of any argument why the expression in Proposition (ii) is also an upper bound. However, based on our computations we state the following conjecture.

One-dimensional Discrete Models of Maximum Likelihood Degree One  (2507.18686 - Améndola et al., 24 Jul 2025) in Section “Enumerating Fundamental Models,” immediately after Proposition 5.4 (the proposition labeled `prop:recursive-formula-degree-2n-2`)