Five thoughts from Lisa Su’s keynote at AMD Advancing AI

Advanced Micro Devices Inc.’s Advancing AI 2026 keynote this week was Chief Executive Lisa Su’s bid to redefine the company from a “graphics processing unit alternative” to a full-stack artificial intelligence infrastructure vendor and to make this the year the central processing unit officially rebounds as a first-class AI platform. The message from Su was ambitious and often compelling, but it also sharpened the competitive contrast with Nvidia Corp. and Intel Corp., raising as many questions as it answered. Though the obvious theme of the event was that AI is moving from pilots to production, that has been the theme of every event I have attended this year. Beyond that, there were several other sub-themes. Here are the five most notable: 1. Helios and MI450: Finally a credible rack-scale alternative — with a catch Su opened by turning Instinct MI450 and the Helios rack into a single, rack-scale product story aimed squarely at Nvidia’s system-level dominance. In AMD’s benchmarks, Helios delivers “an average of 10% to 15% more performance than the competition” at fixed rack power on “the highest throughput workloads” and “leading inference modes,” and she translated that into “up to 30% more tokens per dollar than the competition.”…