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Technology

CPUs & RISC-V

Companies that design or license general-purpose processors and CPU cores, including x86, Arm-based and RISC-V chips for servers, PCs, phones, vehicles and embedded devices.

67 companies

Explainer

CPUs & RISC-V explained

A CPU, or central processing unit, is the general-purpose chip that runs a computer. It reads instructions, does arithmetic and logic, and decides what happens next. Every phone, laptop and server has at least one.

CPUs are built around an instruction set architecture (ISA), the list of operations the chip understands. The main ISAs are x86 (Intel and AMD), Arm, and the open RISC-V standard. Software compiled for one ISA does not run natively on another.

How it differs from the usual approach

A CPU has a small number of powerful cores, each good at running one stream of varied, branching instructions quickly. A GPU has thousands of simpler cores that do the same operation on lots of data at once. CPUs are the better fit for operating systems, databases and code with many decisions. They are slower than GPUs on large, regular maths such as neural network training.

Where it is used

  • Running operating systems and everyday applications on laptops, desktops and phones.
  • Web servers, databases and general cloud workloads in data centers.
  • Controlling and feeding data to GPUs and other accelerators in AI servers.
  • Embedded controllers in cars, appliances and industrial equipment.
  • Smaller AI inference jobs where a dedicated accelerator is not worth the cost.

What to watch

  • Arm-based server chips from cloud providers have been taking a growing share of cloud CPU capacity, which puts pressure on x86.
  • RISC-V is an open ISA that anyone can build on without a license fee. Its adoption is strongest in embedded and microcontroller products and is moving toward higher-performance chips.
  • CPU makers are adding matrix-math instructions and on-chip neural processing units so that CPUs can handle light AI work.
  • Chiplet designs, which join several small dies in one package, are now common in server CPUs.

Frequently asked questions

What is the difference between a CPU and a GPU?

A CPU has a few strong cores for varied tasks. A GPU has many simple cores that run the same operation on large amounts of data in parallel. Most computers use both.

What is RISC-V?

RISC-V is an open instruction set, started at the University of California, Berkeley in 2010. Anyone can design chips with it without paying a license fee. It competes with the proprietary x86 and Arm instruction sets.

Do CPUs still matter for AI?

Yes. CPUs run the operating system, prepare data and manage accelerators in almost every AI server. They also handle small models and light inference directly.