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We construct Poisson vertex algebra (PVA) structures on arc spaces from -shifted symplectic (QP) data. A Hamiltonian satisfying the classical master equation induces a canonical PVA -bracket, matching the Hamiltonian-operator formalism for integrable hierarchies. As applications, we find the resulting PVA sheaves on and reinterpret our classical -matrix as Maurer-Cartan data in a deformation-theoretic geometric framework, yielding AKS-type integrable hierarchies from the corresponding -deformations.

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