AI Sparks

AI Sparks Episode#31 AI Agents & Interpretability with MCP by OpenAI


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In this episode of AI Sparks, we crack open the world of AI agents, tools, and the Model Context Protocol (MCP). 🚀

I break down what “agent tools” really are in simple terms, why MCP is like a universal power socket for your AI, and how that flexibility can quietly introduce big risks—like dynamic capability injection, tool shadowing, and the classic “confused deputy” problem.

If you’re a builder, architect, or just AI-curious, this episode will help you see both the power and the danger of wiring your agents into real systems—and set the stage for how to design safer AI tool ecosystems inside your company.



https://www.kaggle.com/whitepaper-agent-tools-and-interoperability-with-mcp


#AISparksPodcast #AISparks #GenerativeAI #AIAgents #AgenticAI #ModelContextProtocol #MCP #AIEngineering #EnterpriseAI #OpenSourceAI #DeveloperTools #APISecurity #LLM #PromptEngineering #ContextEngineering #MLOps

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AI SparksBy Praveen Govindaraj