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We study higher-order curvature estimates along Kähler-Ricci flows on compact Kähler manifolds of intermediate Kodaira dimension. We prove that away from singular fibers, the Ricci curvature is uniformly bounded in , the Laplacian of the Ricci curvature in , and the scalar curvature in . We identify a geometric obstruction to higher-order curvature bounds, whose non-vanishing causes a specific third-order derivative of the Ricci curvature to blow up at rate . Uniform bounds for every hold for the Ricci curvature in the isotrivial case, and for the full Riemann curvature in the torus-fibered case.

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