
Machines, Minds, and Making – Dr. Karen Birch on AI & Workforce Development | Ep. 79
ChatEDU – The AI & Education Podcast
What Is the National Center for Next Generation Manufacturing?
Dr. Karen Birch explains the NSF-funded center's mission, focus on workforce, and community college partnerships.
In this episode of ChatEDU (Machines, Minds, and Making – Dr. Karen Birch on AI & Workforce Development) Matt and Liz reflect on atonement season and a ChatGPT confession prompted by journalist Ina Fried. They share highlights from EdAdvance's fall conference, including Matt's keynote on Sora 2 and AI-generated video companions. From deepfakes to digital twins, this episode explores attention, agency, and the future of learning.
Story #1: The Rundown
Parental controls arrive for ChatGPT and Sora. OpenAI now lets parents moderate content, restrict features, and receive alerts for self-harm risks.
Ban the bots? A Forbes op-ed argues that autonomous AI agents are bypassing LMS security and completing coursework. Matt and Liz demo their own course-taking agent.
AI surveillance tool sparks backlash. In Kansas, students say Gaggle is flagging jokes and art as threats. The $160,000 tool faces scrutiny for false positives and algorithmic bias.
Australia rolls out AI to students. Starting October 14, public school students in New South Wales (Years 5–12) will access NSWEduChat, a curriculum-aligned AI app for literacy.
Ghana launches subject-based AI learning apps. Over 1.4 million students will use curriculum-tuned AI tools in 2025, with strong support for offline access and teacher training.
AI isn't culturally neutral. An MIT Sloan study finds that models like GPT reflect different cultural reasoning styles based on prompt language.
Student voice leads policy design. In Los Altos, California, high school interns are running workshops and building a chatbot to draft their district's AI policy.
Story #2: Beneath the Surface
Matt interviews Dr. Karen Birch, Executive Director of the National Center for Next Generation Manufacturing. Karen shares how AI is changing manufacturing, why community colleges are central to upskilling, and what Industry 5.0 means. They explore digital twins and AI-driven quality control.
Bright Byte: AI Detects Tiny Brain Lesions
Researchers in Melbourne, Australia, developed an AI tool that detects tiny brain lesions in children with drug-resistant epilepsy. These focal cortical dysplasias are often missed in MRI scans, but the AI model achieved 94 percent accuracy. In one study, 11 of 12 children became seizure-free after AI-guided surgery. Faster diagnoses could reduce cognitive impacts, but access may be limited without funding.
Announcements and Sponsors
Check out the new Student AI Course for middle and high school. Email Matt and Liz at chatedu@edadvance.org
The Fall Micro-Credential is open. Join us for the educator and school leader course starting in October - skills21.org/ai/micro
The National Center for Next Generation Manufacturing. Explore their October 15–17 Summit in Rochester Hills, MI. - www.nextgenmfg.org
EDIAThe AI-powered platform helping schools reduce absences and boost achievement - edia.app/contact
Links and References
Kiss Reality Goodbye: AI-Generated Social Media Has Arrived - NPR
https://tinyurl.com/4k7xh2eb
Introducing Parental Controls for ChatGPT and Sora - OpenAI
https://tinyurl.com/jzktp2nv
Colleges And Schools Must Block And Ban Agentic AI Browsers Now. Here’s Why. - Forbes
https://tinyurl.com/bdzkdf3m
AI school safety tool sparks backlash after flagging art as porn and deleting emails - Moneycontrol via Washington Post
https://tinyurl.com/mr3wh8k6
NSW Public School Students from Years 5–12 to Get AI in the Classroom - news.com.au
https://tinyurl.com/3z2enxez
Senior High School Students in Ghana to Use New AI Learning Apps from October 2025 - Graphic Online via BusinessGhana
https://tinyurl.com/55b72wra
Generative AI isn’t culturally neutral, research finds - MIT Sloan
https://tinyurl.com/majhwr9w
This school district asked students to draft its AI policy - The Washington Post
https://tinyurl.com/n62f8h3m
Advanced AI tool detects tiny brain lesions in children with epilepsy - MCRI
https://tinyurl.com/3utfyesf