[private] Introduction to AI: From Weights to Context to Harness

• What is an LLM?
• How are LLMs built & trained?
• Capability in Weights

• Controlling the Generation
• Prompt Engineering
• Retrieval-Augmented Generation (RAG)

• Agent vs LLM vs RAG
• Why Memory Matters

• The 6 Building Blocks of AI Agents
• 5 Levels of Agentic AI Systems