Under the LLM Hood

1The Model Zoo 2What's Actually in a Model? 3Why GPUs? 4Context Windows and Long Context 5Reasoning vs. Standard Models 6How Coding Models Were Born 7How Models See and Hear 8Agents and Tool Use 9Prompting and Context Engineering 10Why Models Hallucinate 11Autonomous Research Agents 12Can AI Improve AI?