AI4 chip

Technology

The current-generation AI inference chip shipping in Tesla vehicles, which the upcoming AI5 chip will replace and significantly outperform.


First Mentioned

9/10/2025, 2:20:06 AM

Last Updated

9/10/2025, 2:24:38 AM

Research Retrieved

9/10/2025, 2:24:38 AM

Summary

The AI4 chip, also known as Hardware 4 (HW4), is Tesla's advanced suite of Autopilot and Full Self-Driving (FSD) sensors and computer hardware. Developed by Tesla and currently manufactured by Samsung using a 7nm-class process, it began shipping in vehicles in early 2023. AI4 represents a significant upgrade over its predecessor, Hardware 3 (AI3), featuring improved processing power, new cameras, and enhanced electrical systems, and is utilized in Tesla's Robotaxis. Elon Musk has announced that the upcoming AI5 chip will offer a 40-fold improvement over AI4, aiming to dramatically enhance the performance and safety of the FSD system.

Referenced in 1 Document
Research Data
Extracted Attributes
  • Purpose

    Autopilot and Full Self-Driving (FSD) system in Tesla vehicles

  • CPU Cores

    20 Arm Cortex-A72 cores (5 quad-core clusters)

  • Developer

    Tesla

  • NPU Cores

    3

  • CPU Frequency

    2.2 GHz

  • NPU Frequency

    2.2 GHz

  • Alternative Names

    Hardware 4, HW4

  • NPU MACs per core

    9,216 (96x96 grid)

  • Current Manufacturer

    Samsung

  • Manufacturing Process

    7nm-class (7LPP?)

  • Key Improvements over AI3

    New cameras, new electrical and wiring harnesses, improved processing power

  • Successor Performance Claim

    AI5 chip offers 40-fold improvement over AI4

  • NPU Operations per clock cycle

    18,432

Timeline
  • Tesla launched its FSD Hardware 4.0 (AI4) as an improved version of Hardware 3, bringing new cameras, electrical/wiring harnesses, and improved processing power. (Source: Web Search Results)

    2023-01-01

  • The second-generation FSD chip (AI4/Hardware 4) began shipping in Tesla vehicles. (Source: Web Search Results)

    2023-02-01

  • Elon Musk announced the upcoming AI5 chip, claiming it would offer a 40-fold improvement over the AI4 chip to dramatically enhance FSD performance and safety. (Source: Provided Summary, Related Documents)

    XXXX-XX-XX

Web Search Results
  • Tesla Hardware 4 (AI4) - Full Details and Latest News

    Hardware 4.0 (AI4) is Tesla’s latest suite of Autopilot/self-driving sensors and a new FSD computer. The new hardware, includes the following: [...] Tesla has always been at the forefront of integrating cutting-edge automotive technology into its electric vehicles, and its latest AI hardware – Hardware 4 (aka AI4 or HW4) – is no exception. As an advanced suite of Autopilot/self-driving sensors coupled with a new Full Self-Driving (FSD) computer, AI4 pushes the envelope further on autonomous driving, leapfrogging other manufacturers like Ford that produce cars with autopilot-like features. ## History: Hardware 3 (AI3) – FSD Computer [...] In summary, with the introduction of Hardware 4, Tesla continues to push the boundaries of self-driving technology. The new hardware suite, despite minor concerns about its processing power, represents a significant step forward for Tesla’s autonomous vehicle capabilities. As Hardware 4 becomes a larger part of the vehicle fleet, it will be fascinating to see how this new technology influences the future of Tesla’s FSD Beta program and the broader self-driving vehicle industry.

  • Tesla's AI6 FSD Computer to Be Manufactured in Texas by ...

    While we haven’t even seen AI5, Tesla is already thinking about its next set of chips that will power Tesla’s future FSD computers. In a set of posts on X, Elon Musk outlined the future of Tesla’s AI hardware, stating that its “strategic importance is hard to overstate.” He also revealed that Samsung, the current manufacturer of Tesla’s AI4 chip, will produce the next-generation AI6 chip at a new, dedicated fabrication facility in Texas. [...] > Samsung’s giant new Texas fab will be dedicated to making Tesla’s next-generation AI6 chip. The strategic importance of this is hard to overstate. > > Samsung currently makes AI4. > > TSMC will make AI5, which just finished design, initially in Taiwan and then Arizona. > > — Elon Musk (@elonmusk) July 28, 2025 ## The Current Two-Language Problem #### Elon Musk Biography by Walter Isaacson #### Elon Musk Biography by Walter Isaacson [...] While AI4 is already used in Tesla’s Robotaxis, which are practically driving autonomously, it’s hard to imagine where the company will be with a computer that’s many more times as powerful. Things like the recent video of a Tesla stopping at a toll booth, waiting for the driver to pay, and then taking off will become commonplace, not only at booths but also in various nuanced scenarios, such as someone waving you by, or stopping for a friendly neighbor that waves you down.

  • Samsung inks $16.5 billion Tesla AI chip deal

    Samsung used to produce Tesla's HW3 (AI3) processor using its 14nm-class fabrication process and is currently producing the company's HW4 (AI4) SoC using its 7nm-class (7LPP?) manufacturing technology. TSMC will be in charge of production Tesla's AI5 (HW5) processor, though it is unclear whether the world's No. 1 foundry will use its N3A process technology (expected to be qualified and ready by late 2025 and ready for production in Taiwan, so a likely scenario for Tesla), or more conservative [...] "Samsung's giant new Texas fab will be dedicated to making Tesla's next-generation AI6 chip," Elon Musk wrote in an X post. "The strategic importance of this is hard to overstate. Samsung currently makes AI4. TSMC will make AI5, which just finished design, initially in Taiwan and then Arizona." Latest Videos From Tom's Hardware [...] important contract.

  • How to Check If Your Tesla Has Hardware 3 (HW3) or ...

    Today though, AI4 is the next step as Tesla strides towards full autonomy. While Tesla hasn’t abandoned HW3 or declared it as legacy yet – and doesn’t seem to plan to, it’s still important to be able to figure out what hardware your vehicle has. This is especially true for those who have paid for, or are subscribed to FSD – as it seems that going forward, AI4 will receive major FSD updates before hardware 3, which will require optimization. [...] # How to Check If Your Tesla Has Hardware 3 (HW3) or Hardware 4 (AI4) By Karan Singh Not a Tesla App In early 2023, Tesla launched its FSD Hardware 4.0 – now known as AI4 – an improved version of Hardware 3 with various advantages. This hardware launch initially came off to a rocky start with FSD and Autopilot not being available to freshly delivered vehicles. [...] AI4 brought along several improvements, including new cameras, new electrical and wiring harnesses, and most of all – improved processing power.

  • Tesla AI Capacity Expansion – H100, Dojo D1, D2, HW 4.0, ...

    The second-generation has been shipping in cars since February of 2023, the chip represents a very similar design to the first-generation design. The first generation was based on Samsung’s 14nm process and was built around three quad-core clusters, for a total of 12 Arm Cortex-A72 cores running at 2.2 GHz. However, with the second-generation design, the company bumped up the CPU core count to five clusters of 4 cores (20), for a total of 20 Cortex-A72 cores. [...] The most important part of the second-generation FSD chip is three NPU cores. The three cores use 32 MiB of SRAM each for storing model weights and activations. Each cycle, 256 bytes of activation data and 128 bytes of weight data are read from the SRAM to the Multiply Accumulate units (MACs). The MACs design is a grid, with each NPU core having a 96×96 grid for a total of 9,216 MACs and 18,432 operations per clock cycle. With three NPUs per chip running at 2.2 GHz frequency, the total compute

Location Data

Chip, Craven County, North Carolina, United States

hamlet

Coordinates: 35.2293280, -77.1363401

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