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A computer cooling assembly for a computer of a vehicle, such as an autonomous driving vehicle, includes a shell that defines an interior space. The shell is configured to house the computer. A cooling loop is positioned in the interior space proximate to the computer. The cooling loop is configured to couple to an air conditioning system of the vehicle. A heat transfer medium is positioned in the interior space. The heat transfer medium is in contact with the cooling loop and the computer. The heat transfer medium is configured to transfer heat that is generated by the computer to the cooling loop.