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arXiv cs.AI · Papers

Boltzmann MapReduce: A Partition-Function Reduce for Forkable Sandboxes

arXiv:2607.09689v1 Announce Type: new Abstract: To leading order under local asymptotic normality (LAN), the confidence density a worker emits over a chunk of size $n$ is a Gibbs--Boltzmann measure $exp{-beta E(theta)}$ whose inverse temperature is the sample size, $beta=n$. Three consequences are exact in the Ga