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Differential algebraicity of Hilbert series for finitely generated Koszul symmetric operads (Khoroshkin–Piontkovski Conjecture)

Establish that for every finitely generated Koszul symmetric operad P, the Hilbert series f_P(t) is differential algebraic over the polynomial ring Z[t].

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Background

Building on the algebraic conjecture, Khoroshkin and Piontkovski proposed an operadic analogue asserting that Hilbert series of finitely generated Koszul symmetric operads satisfy a nontrivial differential algebraic equation with coefficients in Z[t]. The authors review this conjecture and verify it experimentally on many examples, using it as a broader backdrop for their classification and their own stronger conjecture in the single-binary-generator case.

References

The conjecture expected in is the following: \begin{cnj} Let $P$ a finitely generated Koszul symmetric operad, then the Hilbert series of $P$ is differential algebraic over $\mathbb{Z}[t]$. \end{cnj}

On Hilbert series of Koszul operads and a classification result for set-operads (2509.14419 - Laubie, 17 Sep 2025) in Section 3, opening paragraph and Conjecture