Onstage in front of an invitation-only crowd of partners, customers, and analysts, the chief executive walked through what the company described as the most significant rethinking of its product line in more than a decade.
The new architecture, scheduled to begin sampling to select customers later this quarter, promises substantial gains in performance per watt across both training and inference workloads. Independent benchmarks were not yet available, though a technical whitepaper released alongside the keynote sketched out the underlying design choices in unusual detail.
What we are showing today is not an iteration. It is a new floor. Everything we ship from here forward sits on top of it.
Industry analysts in attendance described the announcement as a clear shot across the bow of two competitors that have eaten into the company's market share over the past eighteen months. One analyst note, distributed within minutes of the keynote, called the architecture "the most credible response we have seen yet."
Software support remains the open question. The company said it has been working with the major framework maintainers for months and that the new SDK is available immediately, but real-world integration timelines for large customers will take time to play out.
Shares closed up notably on the news, though several analysts cautioned that the stock had already priced in significant expectations heading into the event.