AI Concepts, Explained Plainly
Most confusion about AI is vocabulary confusion. These pages define the terms against each other, so the differences are the point rather than a footnote.
AI, Machine Learning and Generative AI: What the Words Mean
Four terms that get used interchangeably and are not interchangeable. They nest — each one is a subset of the one before it, and knowing which you are buying changes what you should expect.
6 min readGenerative AI, Agentic AI and AI Agents
Three terms separated by one variable: how much the system decides for itself. Getting them confused is why "agent" projects so often ship as chatbots.
6 min readRAG, MCP and Agents Solve Three Different Problems
They get compared as if you pick one. You do not — they answer separate questions: what the model knows, what it can reach, and who decides what happens next.
7 min readAI Terms, Defined
The vocabulary you need to read a vendor deck without being misled, grouped by what each term is actually about. Definitions only — no hype.
8 min readA Learning Path for Building AI Agents
Five stages, in the order the work actually demands them. Opinionated, deliberately short, and honest about which stages most teams can skip.
6 min read