3220 - 在 IBM Cloud 上使用 Red Hat OpenShift AI 大规模部署 AI.pdf

1、Orlando,FLOctober 69IBM TechXchange 2025Session 3220Chris RosenIBM,Director of Product Management:Containers,AI,Observability,AutomationOperationalizing AI at Scale with Red Hat OpenShift on IBM CloudWhat you will learn in this session0102030405ChallengesIntro to Red Hat OpenShift AIData Science Lif

2、ecycleSample Use CasesQuestions?IBM TechXchange|2025 IBM CorporationImpact of generative AIScale of impact points to swift adoption over next 3 yearsIBM TechXchange|2025 IBM Corporation3Broad-reaching and deep impact7%Potential rise in global GDP within 10 years3Critical focus on AI investment70%of

3、software vendors will integrate Gen AI in their enterprise applications by 20264Global economic boostMassive early adoption81%of enterprises are working withor planning to leverage foundation modelsand adopt generative AI2$3-4Tforecasted economic benefits to the global economy across industries1CCus

4、tomer Challenges4IBM TechXchange|2025 IBM CorporationCompanies often struggle with data silo,inconsistencies,and biases that can compromise AI performance.Balancing innovation with adherence to privacy laws(like GDPR and CCPA)and ethical AI practices can be daunting.Missteps in data handling or comp

5、liance can lead to reputational and legal risks.AI implementation requires significant investments in infrastructure,talent,and ongoing maintenance.Security of data/concerns about cybersecurity Including encryption,vulnerabilities through infrastructure inadequate compute,3rd and 4th party riskData

6、Accuracy or Bias Quality Bias Ethical safety guidelinesTrusted data availability to customize models Along with concerns about intellectual propertyManaging data Siloed on-prem data centers to spreads across public/private clouds and edge Volume and storage management Interoperability+data integrati