Explaining why AI workloads are accelerating RISC-V adoption through workload-aware SoC design, and edge AI processing. The development of processors is changing quickly. Historically, improvements have been achieved primarily through an increase in computing power. Instead of pure performance, the emphasis is now on optimizing data movement, memory access, and power usage, while maintaining efficiency, in the context of AI workloads.