Practical AI, no hype

Make AI work like an expert.

Practical guides to prompting, running models locally and staying safe from synthetic media, tested methods rather than hype.

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Five guides, in order

  1. How AI models work

    How large language models work, in plain English: tokens, training, transformers and attention, fine-tuning, context windows and why they make mistakes.

  2. Pick an assistant

    ChatGPT, Claude and Gemini compared by task: writing, analysis, coding, research, images, integrations and privacy, plus a simple way to test which suits you.

  3. Learn to prompt

    Practical prompt engineering: the six elements of a strong prompt, techniques that reliably improve answers and ten copy-ready templates for everyday work.

  4. Know the limits

    Why AI chatbots hallucinate, making up facts, quotes and sources with confidence, which tasks are riskiest, and how to reduce errors and check answers.

  5. Protect your data

    How to protect your privacy with AI chatbots: turn off training on your chats, manage history and memory, use temporary chats and know what never to paste in.

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