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Published online by Cambridge University Press: 21 July 2026
Let
$[q] = \{0,1,\ldots ,q-1\}$, let
$\Delta [q]$ denote the simplex of probability measures on
$[q]$, and let
$\gamma$ denote the Lebesgue measure normalized on
$\Delta [q]$. We prove that for any symmetric monotone function
${\kern1pt}f \colon{\kern-1pt} [q]^n \to [q]$ and any
$a \in [q]$, we have
\begin{equation*} \gamma (\{\mu \in \Delta [q]\;\vert \;\mathbb{P}_{x\sim \mu ^{\otimes n}}[\,f(x)=a] \in (\varepsilon ,1-\varepsilon )\}) = O(1/\log n)\text{.} \end{equation*}
We also show that this bound is tight. This improves Kalai and Mossel's previous bound of
$O(\!\log \log n/\log n)$ and answers their question completely.