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OpenAI Blog 1 year ago
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21 July 2026
The story of AI in 2026 is splintering into parallel economies. At the infrastructure layer, the old hierarchy is finally cracking: AMD shipped Helios, its first rack-scale system, with Microsoft aboard—a genuine threat to Nvidia's 95% stranglehold, though Helios costs $500,000 more per unit. Google is betting further out, etching Gemini's neural architecture directly into silicon with Frozen v2, targeting 6-10x efficiency gains by 2028. These moves suggest the compute abundance that will fuel next-phase AI isn't coming from incremental GPU improvements but from bespoke silicon and distributed efficiency.
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