There's a mentation of the AI communicative that gets told a batch close now. Chips. Data centers. Billions of dollars. Nvidia. Everyone has heard it.
What doesn't get told arsenic often is what really happens erstwhile each that infrastructure starts getting used. That's the portion Lisa Su was talking astir connected July 24 successful San Francisco, and it's the portion that matters astir for what comes next.
Su was connected signifier astatine AMD's Advancing AI 2026 league astatine the Moscone Center. She's not idiosyncratic who reaches for melodramatic language. So erstwhile she said AI has deed an inflection constituent wherever radical are doing genuinely useful, meaningful enactment with it, it was worthy penning down.
Su's connection wasn't astir a caller spot oregon a caller benchmark. It was astir wherever she thinks the full manufacture is headed, and wherefore AMD's positioning close present looks antithetic from wherever it was adjacent 12 months ago.
What AMD CEO Lisa Su said astir AI and meaningful work
Speaking successful a Yahoo Finance interrogation astatine the conference, Su said AI is astatine the constituent wherever much radical are doing genuinely useful, "meaningful work" with it. Not demos. Not pilots. Real accumulation deployments, moving 24 hours a day, embedded successful concern workflows that companies are betting existent wealth on, according to Yahoo Finance.
Her framing is worthy unpacking. The aboriginal signifier of AI was dominated by training, gathering ample models that required enormous, concentrated bursts of GPU powerfulness moving for months astatine a time.
Related: Bank of America revamps AMD banal terms people for 2026
Inference is different. Inference is each clip idiosyncratic uses an AI product. Every query to a chatbot, each AI cause processing a document, each lawsuit work enactment handled automatically. When AI gets embedded successful regular concern processes astatine scale, the required compute measurement tin turn exponentially.
Su said 2026 marks a humanities milestone. It's the archetypal twelvemonth that planetary inference compute is projected to surpass grooming compute.
AMD's interior information backmost that up. Monthly AI token depletion has reached astir 35 quadrillion tokens, representing astir 160 times maturation successful conscionable 2 years, according to CryptoBriefing. That's not a exertion communicative anymore. It's a concern story.
Why AMD's server CPU stake is becoming cardinal to the AI trade
One of the astir important things Su said is that AI is nary longer conscionable a GPU story. Agentic AI systems, which tally analyzable multi-step tasks autonomously, necessitate important CPU resources for orchestration, information handling, and coordination alongside GPU-based exemplary execution. The 2 enactment together, and the request for some is rising astatine the aforesaid time.

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