Meta plans to begin production of its proprietary artificial intelligence chip in September 2026. This initiative scales the Meta Training and Inference Accelerator (MTIA) program to reduce reliance on Nvidia GPUs.

The project involves a massive capital expenditure push to enhance AI capabilities across social media, advertising, and metaverse platforms. Broadcom is co-developing the hardware, while TSMC will handle manufacturing.

Meta aims to roughly double its computing capacity with this next-generation silicon. Custom hardware optimization targets greater efficiency and long-term cost savings for specific AI workloads.