Mixed Signals: Is AI Saving Time or Adding Tasks at School and at Work? | Ep. 102

In this episode of ChatEDU, Is AI Saving Time or Adding Tasks at School and at Work?, Matt and Liz explore the polarizing reality of AI productivity. After a celestial jingle for Liz’s book and news of Meta’s post-mortem patent, the hosts discuss educators moving beyond chatbots to "vibe code" custom school solutions for operational hurdles.The RundownAccidental emails show educators using Replit and vibe coding to build sub coverage apps and data dashboards.A simple custom instruction fix to prevent ChatGPT from baiting users with follow-up questions at the end of every response.Anna Mills shares UC Irvine strategies for students to challenge AI bias and treat bots as sparring partners.A look at ChatGPT’s new ability to generate interactive math and physics simulations, like adjustable Pythagorean theorem models.This "AI for Education" tool helps students reflect on whether they are using AI strategically or simply offloading their thinking.Matt’s commentary explains how these three roles help students and teachers navigate AI ethics.The latest updates from Google’s research tool, including cinematic video overviews and native support for ePub files.News of a metadata leak in the higher ed version of ChatGPT that exposed research repository names.Why hundreds of University of Colorado faculty and students are pushing back against a 2 million dollar OpenAI contract.The story of Grammarly’s Expert Review feature and why it was pulled after using journalist personas without consent.USAII’s Global Hackathon and the Quad City Herald show students solving real-world business problems with AI.Beneath the SurfaceMatt and Liz discuss AI’s recursive risks, citing Amazon’s AI-driven outages and employee workload spikes. Dan Meyer joins to debunk AI time-saving myths for teachers, concluding that while AI accelerates expectations, interpersonal teaching remains automation-proof.Bright BytePaul Cunningham used ChatGPT and AlphaFold to create a personalized mRNA cancer vaccine for his dog, Rosie. Despite lacking a medical background, his experimental treatment successfully shrunk her tumors, proving AI’s power when driven by personal motivation.AnnouncementsLearning They'll Love - Dr. Elizabeth RaddayASCD:⁠ ⁠https://tinyurl.com/bde652nn⁠⁠ Amazon: https://tinyurl.com/22t9hz77Barnes and Noble: https://tinyurl.com/bdckf6zwOur six-week AI Micro-Credential course launching this spring in partnership with Southern Connecticut State University. Group discounts are available at Skills21.org/AI/Micro.EdAdvance is offering a Middle and High School Student AI Literacy course — email [e-mail] to bring it to your district. ​​⁠⁠www.skills21.org/ai/learnai⁠⁠Skills21’s FREE social media literacy course. Check it out here -⁠ ⁠https://www.skills21.org/social-balance⁠⁠This episode is sponsored by The National Center for Next Generation Manufacturing.⁠ ⁠⁠⁠https://www.nextgenmfg.org⁠⁠LinksMeta Patent: Posthumous AI Postinghttps://tinyurl.com/34ja5ddeStop ChatGPT Follow-Up Baithttps://tinyurl.com/ytmrwtv9ChatGPT Interactive Math Visualshttps://tinyurl.com/55ztmer2GenAI Self-Reflection Checklisthttps://tinyurl.com/mtcuuxkzNotebookLM Video Overviewshttps://tinyurl.com/4kutwdtuNotebookLM more useful for students and book lovershttps://tinyurl.com/v5cnv2r8ChatGPT Edu Leaks Project Metadatahttps://tinyurl.com/mr2h42t3CU Community Fights AI Rollouthttps://tinyurl.com/2f6hmd8uGrammarly AI "Expert" Backfirehttps://tinyurl.com/4fn93kw3USAII 2026 Global AI Hackathon Openshttps://tinyurl.com/bdzbzkd9AI Youth Corps to Aid Local Bizhttps://tinyurl.com/rrsc4netAI Use Wreaks Havoc on Amazon Core Businesshttps://tinyurl.com/yr99nyxkStudy: AI Increases Amazon Workloadhttps://tinyurl.com/3393cz3aDoubt: AI Saving Teachers Timehttps://tinyurl.com/37vu2jw9Tech Boss’s AI Dog Cancer Vaccinehttps://tinyurl.com/3vrprpva