使用安全而强大的代理加速您的 AI 之旅的最佳实践.pdf

1、 2025 Airia,LLCBest Practices for Accelerating Your AI Journey with Secure and Powerful AgentsAPRIL 16TH,2025 2025 Airia,LLCCompany BackgroundEnterprise AI platform to accelerate and simplify AI adoption and operationalize ongoing managementWe are a global organization with employees across eleven c

2、ountries and true follow-the-sun supportProven team with extensive experience building successful,trusted enterprise software companies Strong balance sheet with substantial investments in R&D and a broad IP portfolio 2025 Airia,LLC 2025 Airia,LLCHow do I get value?2025 Airia,LLCChange the EquationI

3、nvestments dont have to break the bankReturns can be immediate and impactfulAI Orchestration layer is game-changingTraining and adoption can accelerate organically Not moving fast is riskier than moving fast 2025 Airia,LLCHow do I manage:Security,Risk,Data,Trust?2025 Airia,LLCWhat just happened?2025

4、 Airia,LLCWhat Just Happened?Confidential DataMonitoring InteractionsNo IndemnificationData Transfers 2025 Airia,LLCNew attack surfaces across the AI lifecycleEntirely New Security Threat Vectors ModelTrainingDataCollectionRuntime 2025 Airia,LLC|9Data theftTraining data poisoningUntrusted inference

5、infrastructureUncertain model provenanceModel theftShadow AIDataleakageModel denial-of-service attacksPrompt injectionsInsecuretool callsData CollectionModel TrainingDeploymentRuntime 2025 Airia,LLCAI Brand Risk Significant questions about how AI could impact public perceptionBiased AlgorithmsLow Qu

6、ality OutputMisinformationin Training DataExposing PIIInsensitive Information Hallucinations 2025 Airia,LLC 2025 Airia,LLC1212Model libraries are overwhelmingPace of Improvement is Accelerating|Airia13Rapid Deprecation of“Old”Models|Airia14 2025 Airia,LLCSame prompt,same model provider,similar respo