AI news story

Meta’s new AI chips will begin production in September

The company is taking a modular approach to designing these chips, anticipating that their needs will change as AI evolves rapi…

  • AI
  • Source: TechCrunch
  • Published: 2026-07-09

Editor's take

Meta is accelerating its in-house AI silicon development, with its next-generation custom AI chips slated for production by September. This move signifies a strategic pivot away from reliance on external vendors, notably Nvidia, as the company aims to control its burgeoning AI infrastructure costs.

This development is crucial for Meta as it scales its large language models and other AI initiatives. By producing its own silicon, Meta can potentially optimize performance and reduce the significant capital expenditure associated with purchasing thousands of Nvidia H100 GPUs, which are critical for training and inference. This aligns with a broader trend of major tech players designing their own AI hardware to gain a competitive edge and achieve greater cost efficiency.

The key question now is the actual performance uplift and cost savings these custom chips will deliver compared to Nvidia's offerings. Investors and industry observers will be watching closely for benchmarks and Meta's reported capital expenditure trends. Success here could embolden other hyperscalers to further invest in their own silicon, potentially reshaping the AI hardware market beyond its current Nvidia-dominated landscape.