Designing a survey to audit what a subculture became
A request for fifteen grouped survey questions about an online intellectual community turns into a full research design, with predicted top answers for each.
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A data dive into an AI paper-review dataset finds reviewer bots that never agree with humans, then a second AI stress-tests and corrects the first analysis.
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A walkthrough of turning a teacher survey into a coded data dictionary, including binary-coding multi-select items and correctly reverse-scoring a stress scale.
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The user corrects the assistant's sloppy reading of a prediction market twice, forcing precise, cited answers about the 118th Congress's real 2024 actions.