Part 5/15:
Many skeptics believe Hardware 3 is outdated for achieving true full self-driving. However, Dalma outlined that the architecture—built around CPUs, GPUs, and Neural Processing Units (NPUs)—provides immense scalability. GPUs, which excel at parallel processing, outperform CPUs by roughly 100 times in AI workloads due to their ability to handle multiple simultaneous operations. NPUs push this even further, enabling neural nets to process data hundreds of times faster than traditional CPUs.