1、Shaping the Future of Generative AIThe Impact of Open Source InnovationAdrienn Lawson,The Linux FoundationStephen Hendrick,The Linux FoundationNancy Rausch,The Linux FoundationJeffrey Sica,The Linux FoundationMarco Gerosa,Ph.D.,Northern Arizona UniversityForeword by Hilary Carter,The Linux Foundatio

2、n November 2024Most organizations adopt multiple strategies for hosting GenAI inference,including self-hosting in the cloud(49%)and managed API services(47%).GenAI has improved productivity for 79%of respondents and has allowed them to learn new skills and improve creativity and innovation.For the f

3、uture of GenAI,83%of respondents agree that AI needs to be increasingly open.84%of organizations have moderate,high,or very high adoption of GenAI.For 92%of surveyed companies,GenAI is important,and 51%consider it extremely important.41%of GenAI infrastructure code is open source.For 71%of organizat

4、ions,the open source nature of a model/tool has a positive influence on its adoption,due to transparency and cost efficiency.78%of organizations believe it is important to use open source tools hosted by a neutral party,primarily due to standards®ulations compliance and trust.82%of respondents ag

5、ree that open source AI is critical for a positive AI future.30%of organizations use proprietary data for their proprietary models,and 22%use it for open source models.Among those who serve or self-host GenAI models,50%use Kubernetes for their inference workloads.65%of surveyed organizations build a

6、nd train GenAI models on cloud-based infrastructure.Copyright 2024 The Linux Foundation|November 2024.This report is licensed under the Creative Commons Attribution-NoDerivatives 4.0 International Public LicenseShaping the Future of Generative AI3SHAPING THE FUTURE OF GENERATIVE AIContentsForeword.0