Arm has announced the Arm AGI CPU, a new class of production-ready silicon built on the Arm Neoverse platform, aimed at enhancing AI infrastructure. This marks Arm's first foray into delivering its own silicon products, expanding the options for customers deploying Arm compute.

nCPU is a CPU architecture that operates entirely on GPU, utilizing tensors for registers, memory, flags, and the program counter. All arithmetic operations, including addition, multiplication, bitwise operations, and shifts, are performed through trained neural networks, with specific methods like Kogge-Stone carry-lookahead for addition and learned byte-pair lookup tables for multiplication.

Talos is a custom FPGA-based hardware accelerator designed specifically for executing Convolutional Neural Networks with high efficiency. It reimagines deep learning inference at the circuit level rather than merely reimplementing existing software logic in hardware.