人工智能基础设施中的自主人工智能代理.pdf

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1、Forward-looking StatementThis presentation has been prepared for informational purposes only.The information set forth herein does not purport to be complete or contain all relevant information.Statements contained herein are made as of the date of this presentation unless stated otherwise.This pres

2、entation and the accompanying oral commentary may contain forward-looking statements.In some cases,forward-looking statements can be identified by terms such as“may”,“will”,“should”,“expects”,“plans”,“anticipates”,“could”,“intends”,“projects”,“believes”,“estimates”,“predicts”,or“continue”,or the neg

3、ative of these words or other similar terms or expressions that concern Databricks expectations,strategy,plans,or intentions.Forward-looking statements are based on information available at the time those statements are made and are inherently subject to risks and uncertainties that could cause actu

4、al results to differ materially from those expressed in or suggested by the forward-looking statements.Forward-looking statements should not be read as a guarantee of future performance or outcomes.Except as required by law,Databricks does not undertake any obligation to publicly update or revise an

5、y forward-looking statement,whether as a result of new information,future developments or otherwise.2Autonomous AI Agents in AI InfrastructureApurva KumarJune 11,2025IntroductionAI Infrastructure:Backbone of modern AI applications.Research Gap:Traditional infrastructure management involves high cost

6、s,latency,and manual intervention.https:/www.npr.org/sections/thetwo-way/2017/03/03/518322734/amazon-and-the-150-million-typ“an authorized S3 team member using an established playbook executed a command.one of the inputs to the command was entered incorrectly and a larger set of servers was removed