Meta and Broadcom Forge Multi-Gigawatt AI Chip Partnership to Power Future AI Ambitions
April 16, 2026
In a major strategic move to secure its artificial intelligence future, Meta Platforms Inc. has entered into an expanded, multi-year partnership with semiconductor giant Broadcom to co-develop next-generation custom AI chips. The deal underscores the intensifying race among tech giants to build proprietary, high-performance computing infrastructure and reduce dependence on dominant suppliers like Nvidia.
Meta confirmed the agreement, stating the companies will collaborate on designing and building "multiple generations" of its proprietary Meta Training and Inference Accelerator (MTIA). The MTIA chips are custom accelerators optimized for running AI models at massive scale. This partnership is designed to accelerate Meta's ambitious roadmap, which includes developing four new chip generations within the next two years.
A key enabler of this rapid development cycle is Broadcom's XPU platform. According to a statement from Broadcom, this platform allows the firms "to tightly couple logic, memory, and high-speed I/O for current deployments," while providing a flexible blueprint for future iterations. The initial phase of the collaboration commits Broadcom to delivering over 1 gigawatt of compute capacity dedicated to Meta's AI workloads. Broadcom indicated this is just the start of a "sustained, multi-gigawatt rollout" aimed at supporting Meta's long-term goal of deploying advanced AI, including what it terms "personal superintelligence," to billions of users across its apps like WhatsApp, Instagram, and Threads.
While financial terms were not disclosed, the scale of the commitment suggests the deal's value could reach hundreds of billions of dollars. This aligns with Meta's massive investment in AI infrastructure, which totaled $135 billion in 2025 alone. Meta CEO Mark Zuckerberg emphasized the partnership's strategic importance, stating, "Meta is partnering with Broadcom across chip design, packaging and networking to build out the massive computing foundation we need. This partnership will give us greater performance and efficiency for everything we’re building." As part of the agreement, Broadcom CEO Hock Tan will step down from Meta's board and assume an advisory role.
The expanded alliance represents a significant victory for Broadcom, solidifying its position as a critical partner for hyperscalers building custom AI silicon. Earlier in April, Broadcom secured a separate landmark deal to supply 3.5 gigawatts of next-generation Google TPU chips to AI lab Anthropic and also renewed its agreement with Google for future TPU designs. This series of mega-deals highlights a fundamental industry shift where leading AI developers are vertically integrating their hardware stacks to gain performance advantages, control their roadmaps, and manage the enormous costs associated with scaling AI models.
Source: aibusiness
