AI Sparks

AI Sparks Episode#15 Fundamentals of building autonomous LLM Agents


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In this episode, I dives into the paper “Fundamentals of Building Autonomous LLM Agents” (Oct 2025). Discover how AI is evolving from chatbots to fully autonomous agents — systems that can perceive, reason, remember, and act independently. We unpack core architectural building blocks like perception systems, reasoning models, RAG-based memory, and multi-agent collaboration that make LLM agents more human-like than ever


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AI SparksBy Praveen Govindaraj