Where the Answers Actually Come From episode artwork

EPISODE · Jul 6, 2026 · 6 MIN

Where the Answers Actually Come From

from AI in the Classroom - Daily · host Dan Cogan-Drew

In this episode we explore the surprising relationship between Wikipedia, AI chatbots, and the way students learn to trust information online.We look at how Wikipedia’s commitment to verifiability can actually make it more disciplined than many AI-generated responses. We also explore how teachers can use Wikipedia’s gaps as a powerful classroom demonstration of the difference between a grounded answer and a fluent one.Topics covered:Why Wikipedia still matters in the age of AIHow AI tools may rely on public, well-sourced informationWhat happens when a chatbot encounters gaps in its source materialThe difference between confidence and verificationHow educators can teach students to question AI-generated responsesWhat “verifiability” means for research and writing instructionHow Wikipedia-based assignments can make student writing more authenticA simple classroom activity for comparing Wikipedia and chatbot responsesSource:https://aiedusimplified.substack.com/p/i-can-put-all-the-statements-i-want

Episode metadata supplied by the publisher feed · Published Jul 6, 2026

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Where the Answers Actually Come From

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