AMD and HUMAIN Announce $10B AI Infrastructure Collaboration
Advanced Micro Devices, Inc. (AMD) and HUMAIN have announced a strategic collaboration to invest $10 billion in building a global AI infrastructure. Announced in a press release, the partnership aims to deploy 500 megawatts of AI compute capacity over the next five years, creating a network of AMD-based AI computing centers from Saudi Arabia to the United States.
The collaboration will leverage AMD's full spectrum of AI compute technologies, including AMD Instinct GPUs, EPYC CPUs, and the ROCm open software ecosystem. HUMAIN will manage the end-to-end delivery of the infrastructure, which will include hyperscale data centers and sustainable power systems.
This initiative is designed to be open and scalable, providing AI capabilities to enterprises, startups, and sovereign markets. Initial deployments are already underway, with plans to activate multi-exaflop capacity by early 2026.
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Whitepaper
Tensordyne Napier: What If One Rack Could Do the Work of Nine?
Tensordyne
This Tensordyne whitepaper presents Napier, an inference-focused AI processor and rack-scale system based on the company’s TDN Math logarithmic number system. It examines infrastructure requirements for large mixture-of-experts and agentic models, compares major inference architecture approaches, and details the TDN AIP processor, TDN72 pod, TDN Link fabric, and Napier Ultra configuration. The paper reports simulation-based performance, cost, and accuracy-validation results, including Tensordyne’s projected comparison of one Napier rack with a nine-rack Nvidia Rubin plus Groq deployment; the chip is reported as taped out and in fabrication.
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