3530 Red Hat Roadmap.pdf

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1、V0000000IBM TechXchange 2024Red Hat Roadmap:Developer Experience,Platform Engineering and AI powered AppsIgnacio RiesgoSenior Director,Developer StrategyNatale VintoDirector,Developer AdvocatesLooking back:Only one year ago,this same keynote.Ideal Developer Experience:Productivity Cognitive loadFlow

2、 stateFeedback loopRed Hat Developer HubPodman DesktopRed Hat OpenShift ConsoleRed Hat Trusted Software Supply Chain 321One year later:Today.AIThe Generative AI-enabled apps just started Catch the Wave!Divide the WaveFace/shoulderCurl/pocketImpact zoneWhite washTubeLipPeakDont ride these waves alone

3、ModelsNew roles to work withYour own dataNew developer stack&flowRH products&OS projectsWhat we will go through todayModelsNew roles to work withYour own dataNew developer stack&flowRH products&OS projectsModels explosion!AI Model Challenges:Transparency&Explainabilityare critical for understanding

4、and avoiding new riskshttps:/ GPT is a recruiters dream tool.Tests show theres Racial Bias OpenAIs GPT Is a Recruiters Dream Tool.Tests Show Theres Racial BiasRegulating AI:The EU-AI Act(March 2024)The EU is committed to strive for a balanced approach to AILawfulEthicalRobustUnregulated,irresponsibl

5、e or abusive use of AI could lead to negative consequences for individuals or the society,create public opposition and hinder AI innovation in the EUaccuratenesstransparencyfairnessno biassecurityGenerative AI&EU Act Requirements:Explainability,Documentation,Process&Data Governance,Human Oversight,R

6、isk Management,Auditability.Image:https:/www.trail- overall Challenges:Too much spend,too little benefit?https:/ light at the end of the tunnel?:Where companies are starting to see the benefithttps:/ the cost and performance of your modelWhy you must choose a base model carefullyThe base model shoul