The conditional W-way MPST representation conjecture
Let be a real-valued functional on bounded conditional -tuples over a fixed Polish alphabet pair . Assume that satisfies joint data-processing inequalities under main-system stochastic operators and conditioning-system stochastic operators , is additive under tensor products of independent extensions, and vanishes on coincident tuples:
for every and . Let be the unconditional four-stratum index space and set
Conditional -way MPST conjecture. There is a unique inner- and outer-regular finite Borel measure on such that
and conversely every such measure defines a functional with the stated properties. The converse is established atom by atom, but the forward implication remains conjectural because the conditional spectral-exhaustion step is not proved; in particular, the conditional tropical and KL-edge factors remain part of the open step.
References
Primary source
Akshay Balsubramani, “All you need is log”, arXiv:2606.27349 (2026).
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