ChatEDU – The AI & Education Podcast 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 Rundown
Accidental 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 Surface
Matt 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 Byte
Paul 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.
Announcements
Learning They'll Love - Dr. Elizabeth Radday
ASCD: https://tinyurl.com/bde652nn
Amazon: https://tinyurl.com/22t9hz77
Barnes and Noble: https://tinyurl.com/bdckf6zw
Our 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 chatedu@edadvance.org to bring it to your district. www.skills21.org/ai/learnai
Skills21’s FREE social media literacy course. Check it out here - https://www.skills21.org/social-balance
This episode is sponsored by The National Center for Next Generation Manufacturing. https://www.nextgenmfg.org
Links
Meta Patent: Posthumous AI Posting
https://tinyurl.com/34ja5dde
Stop ChatGPT Follow-Up Bait
https://tinyurl.com/ytmrwtv9
ChatGPT Interactive Math Visuals
https://tinyurl.com/55ztmer2
GenAI Self-Reflection Checklist
NotebookLM Video Overviews
https://tinyurl.com/4kutwdtu
NotebookLM more useful for students and book lovers
https://tinyurl.com/v5cnv2r8
ChatGPT Edu Leaks Project Metadata
https://tinyurl.com/mr2h42t3
CU Community Fights AI Rollout
https://tinyurl.com/2f6hmd8u
Grammarly AI "Expert" Backfire
https://tinyurl.com/4fn93kw3
USAII 2026 Global AI Hackathon Opens
https://tinyurl.com/bdzbzkd9
AI Youth Corps to Aid Local Biz
https://tinyurl.com/rrsc4net
AI Use Wreaks Havoc on Amazon Core Business
https://tinyurl.com/yr99nyxk
Study: AI Increases Amazon Workload
https://tinyurl.com/3393cz3a
Doubt: AI Saving Teachers Time
https://tinyurl.com/37vu2jw9
Tech Boss’s AI Dog Cancer Vaccine
https://tinyurl.com/3vrprpva