03 AICon2025_MarkCollier final.pdf

1、Training,Inference,Agents:Beyond Apps in the AI-Native WorldMark Collier,GM of AI&Infrastructure,Linux FoundationCo-founder of OpenStack&OpenInfra FoundatiomAbout me Co-founder,OpenStack&OpenInfra Foundation,raised$150m to create multi billion-dollar market Now GM,AI&Infrastructure,Linux Foundation

2、Mission:keep the intelligence layer as open and interoperable as the cloudMark Collier15 years of OpenInfra in ChinaFirst OpenStack Trip to ChinaAll over China,OpenStack is managing millions of cores of compute for public&private clouds,and Kata Containers secures critical infrastructure like AliPay

3、2010Today-2025Linux Foundation+OpenInfra FoundationEnsuring every computing era is openOPENINFRA.ORG/BLUEPRINTTHE WORLD RUNS ON OPENINFRATHE WORLD RUNS ON OPENINFRAYOU CANT SEPARATEAI FROMINFRASTRUCTUREAI is putting tremendous demands on infrastructureGoogles Pichai told I/O that the company now pro

4、cesses 480 trillion tokens a month 50more than a year agoSome of the biggest challenges in AI are infrastructureLets talk open source AIJan 27,2025Nvidia drops nearly 17%as Chinas cheaper AI model DeepSeek sparks global tech sell-offJan 27,2025DeepSeeks R1 Launch Shows There Are No Moats Among Large

5、 Language ModelsOpen Source is the right side of historyneeds a new open-source strategySam Altman,CEO of OpenAIJuly 12,2024“In the face of disruptive technology,the moat formed by closed-source systems is short-lived.”Liang Wenfeng,DeepSeekOpen drives innovation,adoption,accessApplicationsFine-Tune

6、d Specialized ModelsFoundationModelsProprietary+Public DataCloud PlatformClosed Source/APIModel HubTooling/LLMOpsSoftwareServicesAI SafetyHardwareOSS Quickly PushesCost DownValue and Innovation Go UpLets talk AI-Native ComputingAI-Native Computing:a simple definitionAI-Native Computing is infrastruc