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Anthropic holds talks with AI chip startup MatX to accelerate custom hardware development; $7bn acquisition plan abandoned for partnership

Anthropic has shifted from a proposed $7 billion acquisition of AI chip startup MatX to exploring a partnership, as it seeks to enhance its custom hardware capabilities for AI models. The talks reflect Anthropic's strategy to reduce reliance on Nvidia chips amid growing computing demands.

The Next Web+1 source28 August 2026 · 17:51 UTC
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Anthropic's initial plan to acquire MatX for $7 billion has transitioned into partnership discussions, as the AI company aims to bolster its custom hardware development.1234567

Founded in 2023 by former Google engineers, MatX specializes in processors tailored for large language model training, potentially outperforming Nvidia's GPUs in specific workloads.

MatX is currently valued at around $4 billion, significantly lower than the proposed acquisition price, indicating a shift in market dynamics.

Anthropic's decision to pursue a partnership rather than an acquisition reflects its ongoing strategy to build an in-house silicon team, which includes recent hires from Google and OpenAI.

The company is focused on developing custom processors to enhance the performance of its Claude AI models, aiming to reduce dependency on Nvidia chips.

Despite the abandonment of the acquisition, the partnership could still provide Anthropic with valuable chip-design expertise and cost efficiencies over time.

Anthropic has been actively engaging with several AI chip startups in recent weeks, indicating a broader strategy to secure the necessary technology for its expanding AI operations.

The evolution of these talks underscores the competitive landscape in AI hardware development, where partnerships may offer a more flexible approach than acquisitions.

Key Insight
“MatX, founded by former Google TPU engineers, is now raising at a $4bn valuation, roughly three-quarters below the discussed purchase price. The startup plans volume shipments from 2027, and Anthropic has separately committed to $36bn in Google AI chips and a $45bn Nscale deal.”
CuriousCats studied:
1
The Next Web
“Anthropic got far enough into a plan to buy the AI chip startup MatX to have a number attached to it, roughly $7bn, before the deal stopped moving.”
The Next Web →
2
outlookbusiness.comoutlookbusiness.com
“Anthropic has discussed buying artificial intelligence (AI) chip startup MatX for around $7 billion as it seeks to accelerate development of custom hardware for its rapidly expanding AI business, according to a *Reuters* report.”
outlookbusiness.com →
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