Reference note
Basics of AI
A layered guide to AI fundamentals, agents, systems, and governance with general and technical views.
Reading level
Plain-language guide
AI Basics
Core terminology, how machine learning and generative AI relate, and how models train, infer, retrieve context, and produce answers.
Plain-language guide
AI Agents
How a model, its surrounding harness, tools, roles, tasks, and limits work together to complete a goal.
Plain-language guide
AI Systems & Governance
Training stages, context and token cost, MCP connections, configuration, oversight, and security controls around AI systems.