In this paper, we introduce the AI Compute Extensions for the x86 ISA. ACE offers a significant increase in matrix multiply performance, scalability and energy efficiency. ACE integrates seamlessly with AVX10, providing a low-friction and ubiquitous matrix acceleration capability for the x86 ecosystem