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Apple’s Benoit Dupin at AWS re:Invent. (GeekWire Photo)

LAS VEGAS — Benoit Dupin, Apple’s senior director of machine learning and AI, has been at AWS re:Invent before, in his prior role as VP of search technology for Amazon’s A9 division, but this was a new twist.

Dupin was the first surprise guest on stage Tuesday morning at the re:Invent conference in Las Vegas, where Amazon Web Services CEO Matt Garman is delivering his first keynote in the role.

It was a high-profile endorsement for Amazon in its AI race against cloud rivals Microsoft and Google.

Dupin talked about Apple’s extensive use of Amazon services for products and services including iPad, Apple Music, Apple TV, News, App Store, and Siri, as well as AWS’s behind-the-scenes role in Apple Intelligence.

He said Apple has used AWS chips like Amazon Graviton and Inferentia to achieve more than 40% efficiency gains in its machine learning inference workloads compared to x86 instances.

AWS CEO Matt Garman at re:Invent. (GeekWire Photo / Todd Bishop)

Apple is also in the early stages of evaluating Trainium 2, the latest version of the AWS AI training chip, the general availability of which was announced by Garman today. Based on its early experience, Dupin said Apple expects to see up to a 50% improvement in efficiency when pre-training its models on Trainium 2.

Announcements in Garman’s keynote so far have been focused on the company’s EC2 core cloud computing business, and the company’s Tranium and Inferentia chips for AI workloads.

JP Morgan Chase CIO Lori Beer also appeared at the event, discussing the financial services giant’s expansion of its use of AWS services.

JP Morgan Chase CIO Lori Beer at AWS re:Invent. (GeekWire Photo / Todd Bishop)

She said JP Morgan Chase has undergone a major tech modernization effort over the past 4 years, migrating hundreds of applications and rebuilding its global banking and payments infrastructure. It uses AWS services including Aurora, Graviton, and other compute and database offerings.

We’re also awaiting an appearance by Amazon CEO Andy Jassy in his first return to the event since becoming Amazon CEO a few years ago.

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