The BuildJuly 2, 2026via The Decoder
Anthropic reportedly explores custom chip manufacturing with Samsung while insisting Nvidia still matters
Why it matters
Anthropic is following OpenAI's playbook into chip manufacturing to reduce inference costs and infrastructure lock-in. This signals that major AI labs now see custom silicon as strategic necessity, not nice-to-have—and it's reshaping the compute supply chain.
Key signals
- Anthropic in early-stage talks with Samsung Electronics on custom AI chip
- Anthropic has already hired chip engineers for the project
- OpenAI precedent: 'Jalapeño' custom chip indicates industry trend
- Strategic motivation: reduce infrastructure costs and Nvidia dependency
- Published July 2, 2026
The hook
Not a pilot. Anthropic is already hiring chip engineers and talking Samsung into custom silicon—the race to own the GPU stack just got real.
Anthropic is reportedly in talks with Samsung Electronics about manufacturing a custom AI chip. The project is still early, but Anthropic has already hired chip engineers. After OpenAI's "Jalapeño," yet another major AI company is pushing into chip development to cut infrastructure costs.