AWS re:Invent 2026 AI/ML 议程参会指南：140+ 场次怎么选
The attendee’s guide to the AWS re:Invent 2026 AI/ML track
re:Invent 的 AI 场次多到看花眼，这篇官方指南直接按角色和目标帮你筛好了路线。140 多场里分 breakout、workshop、chalk talk 几种形式，讲芯片、推理、Agent 这些方向，去现场的工程师和架构师值得按它排日程。
AWS re:Invent 2026 的 AI/ML 议程共设 140 余场 session，官方发布了参会指南帮助参会者按角色和目标筛选内容。
这些 session 分为多种形式，包括 breakout 分组演讲、chalk talk 互动讲解、hands-on workshop 实操工作坊，以及面向工程实践的 builders' session。议题覆盖五个方向：AI 芯片（Trainium 等 AWS 自研硬件）、模型与推理、Agent 智能体开发、Agent 可信与安全、以及 AI 可持续性。
指南的价值在于把 140 多场议程按参会者的岗位（如机器学习工程师、架构师、产品决策者）和使用目标做了梳理，避免参会者在庞大的日程中盲目挑选。对计划到场的企业团队来说，workshop 和 builders' session 通常名额有限，提前按指南规划报名顺序比现场临时选座更实际。
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.
This report is categorized under AITOP's "How-to" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include AWS, re:Invent, MCP/工具, 智能体.
Primary source verification: published directly by AWS Machine Learning Blog with first-party authority.
