AI Lab / AI Views
Using AI Without Losing The Plot
A student-facing essay series on using AI as a tutor, critic, simulator, and assistant while keeping your own judgment in the loop.
Post
Reading note.
How to use AI for learning while keeping your own thinking visible.
How to read this
Personal writing is labelled personal; external claims, quotes, and media require source context.
Core Claim
AI can make students sharper thinkers, not smoother copy-pasters. The difference is whether the tool is used as a tutor, critic, simulator, and debugger, or as a vending machine for finished thought.
A good AI workflow keeps the student's prediction visible before the model answer. First guess, then ask. First solve, then compare. First argue, then let the model attack the argument.
Good Uses
Use AI to generate practice questions, ask for counterexamples, simulate interviews, explain one concept at three levels, and turn vague confusion into a concrete next step.
Bad smell: after using the tool, you cannot explain what changed in your own head.
- ask for hints before solutions
- request critique of your answer
- verify facts from sources
- log mistakes
- re-solve without help