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Anthropic is reportedly in talks with Samsung to develop a custom AI chip, while still relying on Nvidia’s hardware. This move reflects a broader industry trend toward specialized infrastructure.
OpenAI and Broadcom have unveiled the 'Jalapeño' chip, a custom processor designed to accelerate large language model inference, with deployment expected by late 2026.
This article explains the concept of AI chips, how they work, and why companies like Anthropic are exploring custom chip design as a strategic move to optimize performance and control their AI infrastructure.