AMD's Lisa Su takes the stage today at Advancing AI 2026 — the industry wants MLPerf benchmarks, hyperscaler design wins, and a real Vera Rubin answer. Meanwhile, HBM supply is choking Dell, Lenovo, and HPE backlogs as South Korea bets $649B that memory controls the AI stack.
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AMD's most important keynote in years happens today. Lisa Su takes the stage at Advancing AI 2026, and the industry is watching for one thing: whether Helios is a real Nvidia challenger or another roadmap without receipts.
The test today isn't whether AMD shows up. It's what AMD shows.
AMD isn't running this race against Nvidia alone. Qualcomm just made its data center pivot public and specific.
The thread connecting all three platform bets is memory. HBM supply is now the binding constraint across the entire AI server industry, and the numbers prove it.
Behind the company-level moves is a national one. South Korea committed six hundred and forty-nine billion dollars to semiconductor expansion anchored by the new Honam cluster.
The near-term watchpoints are specific. On AMD: does Lisa Su deliver MLPerf training benchmarks for MI455X today, and how many hyperscaler names are on the design-win list?
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