构建人工智能平台：从自适应教学到机构审计.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.W P S 3 1 6Building an AI platform:Adaptive teaching to institutional auditingMike BrugnoniSr.Solutions ArchitectAWSMarty SullivanPrincipal Solutions Architect,AI Pl

2、atformCornell UniversityFermin RomeroInfrastructure and App Dev ManagerCornell UniversityWith Cornell University 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Lots ofnoise 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.But what if 2025,Amazon Web Services,Inc

3、.or its affiliates.All rights reserved.Key AWS ServicesAmazon BedrockModel catalogAWS CodePipelineCI/CDAWS CodeBuildBuild&testAmazon ECS FargateServerless hostingAWS CloudFormationInfrastructure provisioning 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What were covering todayO

4、UR STORYHow Cornell built an AI platform that actually worksThree real use cases saving real time right nowThe technical decisions that got us hereWHAT YOULL TAKE AWAYPlatform architecture that scales across a universityHow to keep humans in the loop(and why you must)Data strategy lessons we learned

5、 the hard wayGovernance model for building agents at scaleFAIR WARNINGThis is a real-world implementationWell show you what broke and how we fixed it 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Our journey started with a questionWhat if we could give Cornell the ability to bui

6、ld AI agents at scale?T H E C H A L L E N G EChatGPT launched,everyone wanted AINo safe place to experiment with university dataNo way to integrate AI into existing workflowsEvery team would build their own solution(chaos)O U R A N S W E RBuild a centralized AI platformMake it accessible to builders