Anthropic in Talks With Samsung on Custom AI Chip
07 Jul 2026
Anthropic is in early talks with Samsung about a possible custom AI chip collaboration, according to a report from The Information published Thursday. The discussions come as AI labs increasingly look to diversify their compute supply chains beyond Nvidia.
What's happening
The Information reported that Anthropic has been in contact with Samsung to explore a collaboration around a pending chip. This follows an April Reuters report that Anthropic was considering producing its own AI chips.
According to the report, Anthropic hasn't yet decided what the chip will be used for, how it will fit into a server, or how powerful it will be — suggesting the effort is still in a very early, undefined stage.
Anthropic has stated that a diversified hardware stack — including chips from Google, Amazon, and Nvidia — will continue to be pivotal to its compute strategy, regardless of any Samsung arrangement.
The wider custom-chip trend
Anthropic's exploration follows a broader pattern among AI labs and cloud providers moving toward proprietary silicon:
- OpenAI has teamed up with Broadcom to announce its own custom-built inference processor, dubbed "Jalapeño," which OpenAI says delivers better performance-per-watt than competitor chips.
- Amazon and Google both already offer custom-built TPUs as part of their cloud offerings.
The Samsung complication
One notable wrinkle: Samsung is also a major partner of Nvidia, producing chips Nvidia needs to train or run its AI models, and Samsung uses Nvidia's software in its own manufacturing. Nvidia and Samsung are additionally working together on an AI chip factory in South Korea.
At the same time, Samsung has held separate discussions about partnering with Google on chip-making efforts. This web of relationships — Nvidia, Google, and now potentially Anthropic — suggests Samsung's chip-supply commitments remain fluid, and it's unclear how a potential Anthropic partnership would interact with these existing ties.
It's worth noting the report is based on secondary sourcing (The Information and Reuters), so some details remain unconfirmed. No financial terms, timeline for a potential deal, or indication of whether talks have progressed beyond initial contact were disclosed.
Why founders should care
- Anthropic's move likely signals that leading AI companies are trying to reduce dependence on any single hardware vendor — a dynamic that could reshape chip availability and pricing over time.
- The parallel with OpenAI's Jalapeño chip suggests custom inference silicon may be becoming a genuine competitive front among frontier AI labs, not just a one-off experiment.
- Samsung's simultaneous ties to Nvidia, Google, and now possibly Anthropic indicate the chip supply landscape is likely to stay fluid in the near term, which could matter for startups planning around GPU/TPU access or pricing.
- Given how undefined Anthropic's plans currently are — no confirmed use case, server design, or performance target — this is probably best read as an early-stage exploration rather than a committed product, and founders should treat near-term hardware-market impacts as speculative for now.
What's still unclear
Several key details remain open: what the chip would actually be used for, how it would be integrated into servers, how powerful it might be, and what timeline (if any) Anthropic and Samsung are working toward. Whether talks have moved beyond initial contact is also not stated in current reporting.