What type of processing unit is inefficient for the highly parallel nature of AI computations, which often involve billions of simultaneous mathematical operations?

• GPU (Graphics Processing Unit)
• TPU (Tensor Processing Unit)
• CPU (Central Processing Unit)
• NPU (Neural Processing Unit)

Graphics Processing Units (GPUs) revolutionized AI training because they can process multiple data streams simultaneously.

According to Geoffrey Hinton, AI progress depends as much on hardware as on what else?

• algorithms

Which type of specialized chip, developed by Google, is optimized for tensor operations and accelerates large-scale AI workloads?

• GPU
• ASIC
• NPU
• TPU