The attendee’s guide to the AWS re:Invent 2026 AI/ML track
AWS re:Invent 2026 includes more than 140 AI/ML track sessions. This attendee's guide helps you find the breakouts, chalk talks, workshops, and builders' sessions that fit your role and goals, spanning AI chips, models and inference, agents, agent trust, and sustainability, so you can build a smarter re:Invent schedule.
The AWS re:Invent 2026 AI/ML track will take place from November 30th to December 4th and offers attendees a variety of learning experiences, including keynotes, interactive workshops, and immersive activities like re:Play. The track features over 140 unique sessions tailored to different skill levels. For those attending in person, there are several session types to choose from, such as breakouts, chalk talks, builder sessions, workshops, code talks, lightning talks, and more.
The sessions at re:Invent focus primarily on three core layers of AWS's AI stack: AI chips, models, training, and inference, as well as agent development and management. Security, governance, and cost optimization are also woven throughout the stack. Sessions start with foundational topics for newcomers and progress to more technical deep dives.
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