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AI Observability and Security for Agentic Workflows with Karthik Bharathy
Manage episode 472510379 series 3488846
In this episode of AI Explained, we are joined by Karthik Bharathy, General Manager, AI Ops & Governance for Amazon SageMaker AI at AWS.
He discusses the critical aspects of AI security and observability for agentic workflows. He covers the evolution of AI Ops, end-to-end observability, human oversight, the current state of AI in enterprises, and the ways agentic AI systems are transforming business operations. He also dives into the challenges of implementing AI security, evaluating AI decisions, and ensuring transparency and compliance.
14 episodes
Manage episode 472510379 series 3488846
In this episode of AI Explained, we are joined by Karthik Bharathy, General Manager, AI Ops & Governance for Amazon SageMaker AI at AWS.
He discusses the critical aspects of AI security and observability for agentic workflows. He covers the evolution of AI Ops, end-to-end observability, human oversight, the current state of AI in enterprises, and the ways agentic AI systems are transforming business operations. He also dives into the challenges of implementing AI security, evaluating AI decisions, and ensuring transparency and compliance.
14 episodes
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1 AI Observability and Security for Agentic Workflows with Karthik Bharathy 44:01

1 GenAI Use Cases and Challenges in Healthcare with Dr. Girish Nadkarni 39:47


1 Inference, Guardrails, and Observability for LLMs with Jonathan Cohen 53:10

1 What the EU AI Act Really Means with Kevin Schawinski 45:47

1 Productionizing GenAI at Scale with Robert Nishihara 48:29

1 Metrics to Detect Hallucinations with Pradeep Javangula 58:39


1 Managing the Risks of Generative AI with Kathy Baxter 57:21


1 Building Generative AI Applications for Production with Chaoyu Yang 59:07

1 Graph Neural Networks and Generative AI with Jure Leskovec 52:05

1 Machine Learning for High Risk Applications with Parul Pandey 54:40

1 AI Safety in Generative AI with Peter Norvig 39:58
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