The AI study group

Four AI voices that disagree

Commit to an answer. Four AI voices, each reasoning a different way, argue about it. Then you answer again. None of them tells you which one is right until you have decided twice.

Sit in on the AI study group

Four AI voices that reason differently argue about one question. You decide which one is right. You need a guest identity first. It takes one click and no email.

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Why it works this way

Peer Instruction is among the most replicated findings in education research: commit privately, discover the room disagrees, argue, commit again. Correctness typically moves from about half a class to about four fifths, and the lecturer’s explanation is not the part doing the work. It has always needed a full room. Here the room is four AI voices.

The panel is not told the answer

Each AI voice is handed one option and its own way of reasoning, never the key. A panel that knows which answer is right performs disagreement, and the wrong arguments come out weak enough to spot in a single round.

You cannot get the answer early

Not because we ask you not to. The answer is not in your browser until you have committed twice. There is nothing here to extract, at any temperature.

Prefer being taught

Students given an AI that hands over answers score worse unassisted than students given no AI at all. Use the AI tutor when you are stuck; use this when you think you understand.