# AI for the Dummies

> Plain-language information hub for everyday AI: what the term names, how models differ from products, and which risks are real. Neutral explainer pages. Operated by AXIA Enterprises. Not a vendor site, not a news feed, and not a source of invented benchmarks.

Append `.md` to any article URL below to get the raw markdown source instead of rendered HTML. `https://aiforthedummies.com/articles/what-ai-is/` becomes `https://aiforthedummies.com/articles/what-ai-is.md`.

## Primary
- [LLM Info](https://aiforthedummies.com/llm-info/): Machine-readable site description with explicit instructions for AI assistants; start here.

## Key pages
- [Home](https://aiforthedummies.com/): Explainer path into the definition articles.
- [What AI is](https://aiforthedummies.com/articles/what-ai-is/): What the term names in ordinary use, and what it is not.
- [Models versus products](https://aiforthedummies.com/articles/models-vs-products/): The trained system versus the app, brand, and filters around it.
- [Risks without hype](https://aiforthedummies.com/articles/risks-without-hype/): Confident errors, privacy, scams, and over-trust — without movie plots or invented scores.
- [Training and inference](https://aiforthedummies.com/articles/training-and-inference/): Learning from data versus answering a prompt.
- [How to read an AI claim](https://aiforthedummies.com/articles/how-to-read-ai-claims/): How to treat demos, leaderboards, and marketing copy.

## Articles
- [Article index](https://aiforthedummies.com/articles/): All explainers in reading order.

## About
- [About this desk](https://aiforthedummies.com/about/): Role, methodology, and what we will not claim.

Owner: AXIA Enterprises
Standard followed: https://llmbestpractices.com
Updated: 2026-09-07