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Deep & Emerging Tech·July 23, 2026·1 min read

AMD takes a shot at Nvidia by betting on AI's next big shift

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AMD leaning into a Cerebras partnership and Helios systems is a bet that AI workloads will fragment across heterogeneous, domain-specific compute—not just bigger monolithic GPUs. If you’re planning multi-year AI infra, assume your stack will need to orchestrate across different accelerators and vendors rather than standardizing on a single chip family.