Hyperscalers adopting proprietary high‑speed interconnect standards (NVLink Fusion) and offering 'AI Factories' inside customer sites creates a new hybrid model: cloud vendor‑managed, on‑prem AI infrastructure that ties customers into vendor‑specific hardware/software stacks. That model multiplies the effects of vendor standards on competition, data portability, and procurement decisions.
— If this pattern spreads, governments and customers will need procurement rules and interoperability standards to prevent single‑vendor lock‑in and to manage grid, security and competition implications of embedded, vendor‑controlled AI infrastructure.
BeauHD
2025.12.02
100% relevant
AWS announced it will adopt Nvidia’s NVLink Fusion for Trainium4 and offer 'AI Factories' in customers’ data centers; it also rolled out Trainium3 servers with 144 chips each and large efficiency claims.
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