Anthropic is talking to Samsung about building a custom AI chip. The Information reported it on Wednesday, citing people familiar with the matter.

This joins a growing list. OpenAI has the Broadcom partnership (Jalapeno chip). Microsoft collaborates with Broadcom too. Meta is building their own silicon. Google has TPUs.

The pattern is clear: once you reach a certain scale, custom silicon becomes a strategic necessity. Generic GPUs are expensive and constrained. Building your own chip means controlling your cost structure and avoiding the Nvidia queue.

Samsung is an interesting partner for Anthropic. They have the foundry capacity and the expertise. And for Anthropic, it’s a signal: we’re planning to run models at massive scale, and we need the infrastructure to match our ambitions.

We’re watching the infrastructure arms race move from “who has the best model” to “who has the most efficient chip and deployment pipeline.” Anthropic is clearly betting on the latter.

Book your free AI clarity call, NOW!
https://buff.ly/TpWy277

Sources:
https://techcrunch.com/2026/07/02/anthropic-is-discussing-a-new-custom-chip-with-samsung
https://theinformation.com

Repost this. Thanks.