Anthropic has begun early-stage work on a custom artificial intelligence server chip, according to sources cited by The Information. The company has held preliminary discussions with Samsung Electronics about manufacturing the chip, signaling a potential move to reduce reliance on external suppliers.
The development comes roughly a week after OpenAI announced its own custom AI chip in a partnership with Broadcom. Anthropic's effort places it among a growing roster of AI firms seeking customized silicon, a trend driven by surging demand for specialized hardware to train and run large language models.
Details on the chip's specifications or timeline remain scarce, as the project is still in its formative phase. No formal agreement with Samsung has been confirmed, and sources characterize the discussions as preliminary.
A custom chip could give Anthropic greater control over performance and cost, potentially sharpening its competitive edge against OpenAI and others. However, the multi-year development cycle for such chips means any impact on its product roadmap is likely years away.
The counter argument is that building a custom chip is a massive capital and engineering bet that could distract from Anthropic's core AI research. Some industry analysts question whether the potential gains outweigh the risks compared to using existing off-the-shelf hardware.