AI Tools
Prompts that actually teach you something
AI assistants are good tutors and confident liars, often in the same paragraph. These prompts are written to get the useful behavior out of them. Copy one, swap the words in brackets for whatever you are stuck on, and paste it into any assistant you like.
Explain it simply
Good for a first pass at anything that lost you.
Explain [superposition] to me as if I know no physics at all. Give me one everyday analogy, then — this part matters — tell me exactly where that analogy breaks down and would mislead me.
Check my understanding
The fastest way to find the gap you cannot see.
I think [entanglement] works like this: [write your own explanation here]. Point out precisely what is wrong or imprecise in that, correct it in plain language, and tell me which part I got right.
Quiz me
Retrieval beats re-reading. Use this after a lesson.
Ask me five questions about [measurement and the Born rule], one at a time, starting easy and getting harder. Wait for my answer before the next one. After each, tell me whether I am right and why.
Why does this matter?
For when a topic feels like trivia.
I have just learned about [the quantum Fourier transform]. What can somebody actually do with this that they could not do before? Give me one concrete example and be honest if the answer is "not much yet".
Read my circuit
Paste in code from the lab or from Qiskit.
Here is a quantum circuit: [paste your code]. Walk me through the state after each gate in plain language. I intended it to [describe your intent] — tell me whether it does that, and if not, what to change.
Spot the hype
The skill this whole course is really teaching.
Here is a quantum computing claim I saw: [paste the claim]. Separate what is established from what is speculative. What would need to be true for this to work, and what is the strongest argument against it?
One habit worth keeping
Assistants get quantum computing wrong in ways that sound completely fluent — made-up gate identities, confident wrong numbers, speed-ups that do not exist. Treat every answer as a draft, and check anything that matters against a lesson here or a real textbook.
Tools worth knowing
Free, and all four run real circuits. Start with Quirk if you would rather not install anything.
Free accounts, real hardware, and a drag-and-drop circuit builder in the browser.
QiskitPython toolkit for building and running circuits. The one most tutorials assume.
PennyLaneBuilt for the variational and machine-learning methods in those two tracks.
QuirkA browser simulator with no setup at all. Drag gates, watch the amplitudes move.
Prefer to build something yourself? The circuit lab is right here.