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Light sheet microscopy holds potential for imaging dynamics in 3D biological specimens, but is limited by scan speed and camera acquisition rate. Here the authors address both issues by developing speed-optimized Objective Coupled Planar Illumination and parallelizing image acquisition across cameras to achieve 40 Hz imaging over thick samples.