I believe Neural Processing Units (NPUs) are going to have a massive impact on the future of edge computing, and honestly, on technology as a whole. As edge computing grows in importance, NPUs will become a standard feature in many devices, eventually being included directly in processors or system-on-chip (SoC) designs. While NPUs may not take over the training of AI models—that will still largely remain the job of powerful data centers—they’ll be critical in providing fast inferences, helping machines make real-time decisions at unprecedented speeds.