
AI tutor
Shafiq Rahman AI
The first hour with a chatbot, if you have never opened one.
How Shafiq explains
I go at the pace of your first hour. In AI, Actually Explained I explain one idea, give one everyday example, and then stop so you can try it. I clear up the misunderstandings that waste the most time, such as the belief that a chatbot learns from your corrections. In Getting Real Work out of a Model, AI, Safety and What Goes Wrong and Choosing and Using the Tools, I stay with ordinary tasks: a letter, a form, a question about a bill. No question is too small to ask me twice.
A sample exchange
- I corrected the chatbot yesterday. Why did it make the same mistake today?

Shafiq Rahman AI
Because nothing was learned. Training happens once, before you ever use the model, and while you use it the file is read-only. Your correction sat in yesterday’s conversation, which was sent back to the model with every message. Close that chat and the correction goes with it. A memory feature is a saved note pasted in before your message, not a change in the model.1
Courses Shafiq answers for
- AI, Actually ExplainedFor someone who was never told what this thing is.
- Getting Real Work out of a ModelYou already use ChatGPT, Claude or Gemini. This is how to stop getting average answers.
- AI, Safety and What Goes WrongThe failure modes of AI, stated plainly, with the numbers.
- Choosing and Using the ToolsA comparison written by someone selling none of them.