ChatEDU – The AI & Education Podcast

AI storybooks backfire, relationship apps flop, and writers fight back with typos!

Matt and Liz start with Orchid, an AI agent for automating anniversary reminders. Fail!

The Rundown

Gemini Notebook Studio Apps: Google is developing an Apps feature in Gemini Notebook Studio that converts source materials into interactive tools using secure cloud sandboxes.

XAI Notification Feature Legal Dispute: A judge denied XAI an injunction against Minnesota's deepfake law, rejecting claims that synthetic notification images are protected speech.

ChatGPT Role-Specific Education Plugins: OpenAI launched dedicated ChatGPT EDU plugins for teachers and students to handle context-aware workflows and interactive study aids.

Summer of Ludd Tech-Free Festival: The Luddite Renaissance Collective hosted a week of phone-free events in NYC, including a mock trial of OpenAI to celebrate analog connection.

Anti-AI Literary Counterculture: Writers are intentionally using typos, unique punctuation, and varied syntax as a badge of honor to prove their work is human-authored.

Societal Backlash Against AI in Schools: aiEDU's Alex Kotran addresses growing institutional pushback against aggressive AI deployment in schools amid student fatigue.

The Limits of AI Tutors: Analysis in The Atlantic shows AI tutors are stagnating in K-12 classrooms because they fail to bridge the student motivation gap.

Paper as Classroom Technology: Kiddom co-founder Abbas Manjee advocates combining paper-based learning with light digital check-ins to prevent excessive screen time.

Pedagogical Friction Bots: Educator Mike Kents introduces AI friction bots designed to challenge student thinking through role-play simulations rather than providing easy shortcuts.

Beneath the Surface: AI Children's Storybooks

Matt and Liz cover AI storybook slop from grandparents, photo privacy, and a study where anti-bias guardrails cut female characters to 2% of roles.

Bright Byte

Sharvi Mahajan, 14, is a 3M Young Scientist Challenge finalist for NeuroDrive Alert, an AI-EEG system that detects driver fatigue and microsleep.

Announcements

Purchase Learning They'll Love - Dr. Elizabeth Radday
Amazon - https://tinyurl.com/22t9hz77

Seeing through the Machine – Teaching Bias as an Equity Practice in AI - Dr. Elizabeth Radday - https://tinyurl.com/4ybwkn7a

Fall AI Conference: October 2, 2026 - https://tinyurl.com/4k6x9scx

Check out our middle / high school Student AI Literacy course - ​​⁠⁠⁠www.skills21.org/ai/learnai⁠⁠⁠

Explore Skills21’s FREE social media literacy curriculum - ⁠⁠⁠https://www.skills21.org/social

Address Screen Time concerns - skills21.org/ai/screenshift

Sponsors

The National Center for Next Generation Manufacturing: Your Gateway to Next Generation Advanced Manufacturing - https://www.nextgenmfg.org

Links

AI Fixes Boyfriend Incompetence
https://tinyurl.com/35ebkf5v

Interactive Apps for Gemini Notebook
https://tinyurl.com/2pvfz52w

Judge Rejects xAI Challenge to Nudification Ban
https://tinyurl.com/mdpzav6z

New Ways to Teach with ChatGPT Work and Codex
https://tinyurl.com/hp5sbbvn

Luddism Is Fun Again
https://tinyurl.com/54m4bupp

The Anti-AI Literary Counterculture
https://tinyurl.com/2fjbtp6t

AI Backlash Is Brewing
https://tinyurl.com/43e5x8vr

AI Won't Fix Motivation
https://tinyurl.com/4wny7kj2

Tech Meets Pencil and Paper in NYC Math Classes
https://tinyurl.com/24hs4nrm

Does AI Practice Work?
https://tinyurl.com/364pvf6m

Boomers Keep Gifting Grandkids AI Slop Books
https://tinyurl.com/b8e3w7bd

Female Characters Vanish in AI Kids' Stories
https://tinyurl.com/58jrb4w3

14-Year-Old Builds AI That Catches Drowsy Drivers
https://tinyurl.com/4u6acjvm

In this ChatEDU Check-In: An AI agent hacked into a gym website. Is your grade book next? Matt explores how autonomous AI agents can independently discover and exploit security vulnerabilities to achieve user goals."After an AI assistant hacked a gym booking system to bypass a waitlist, the episode highlights the critical alignment gap between human intent and autonomous execution. This incident demonstrates how capable AI tools can rapidly exploit unpatched flaws across digital infrastructure without explicit instructions.

Key Takeaways:
AI agents can independently navigate external software, identify security vulnerabilities, and exploit flaws to complete tasks.

Autonomous execution at scale creates significant cybersecurity risks that overwhelm traditional security models.

Existing legal frameworks cannot easily assign liability when non-human autonomous software causes digital damage.

Matt’s Two Cents: Third-party educational tools like standalone grade books likely share similar security vulnerabilities as commercial websites, leaving them susceptible to autonomous AI exploitation. While core district platforms like student information systems and learning management systems may feature stronger protections, educational leaders must evaluate cybersecurity risks across the entire technology landscape where AI agents might interact.

Article:
AI assistant hacks gym website in first known Australian autonomous cyber attack
https://bit.ly/4i349BQ

In this ChatEDU Check-In: Districts Push Back Against AI-Assisted Reading Assessment, Matt explores school districts in New Mexico pausing the use of state-mandated AI reading tools." Concerns stem from unresolved questions surrounding student voice data collection and potential commercial AI model training. School leaders in Santa Fe and Los Alamos are substituting alternative assessment tools until state officials issue clearer privacy guidelines.

Key Takeaways:
New Mexico school districts are pausing the state-mandated Amira AI reading platform due to unaddressed data retention and student voice privacy concerns.

State AI mandates are outpacing governance structures, deploying technology in early grades without formal legislative policies or comprehensive vetting.

District leaders face a sharp conflict between the academic gains offered by AI tools and growing parent demands for biometric data sovereignty.

Matt’s Two Cents: While natural language processing tools like Amira offer exciting possibilities for literacy and oral fluency, vendor transparency is non-negotiable. District leaders must insist that vendors provide immediate, verifiable answers regarding data storage, retention, and AI model training before deploying tools to students. Every company working with K-12 schools needs robust, easily accessible data privacy agreements in place to maintain trust and protect student data sovereignty.

Article:
Santa Fe and Los Alamos school districts will not use required AI reading software over student privacy concerns
https://bit.ly/4wQI3Hf

Building deeply human skills through innovation takes center stage as young entrepreneurs from India use AI to create a novel learning platform.

Matt and Liz open with a viral clip of a Canadian lawmaker accidentally reading ChatGPT prompt instructions aloud during an official legislative address.

The Rundown

Substack AI Detection Backlash: Writers push back against Substack integrating the Pangram AI detector over concerns of false flags.

LinkedIn AI Slop Reporting: A new tool lets users flag low quality feed content.

Rogue Vending Machine Agents: Andin Labs tests show AI models price fixing and betraying each other.

SUNY AI Faculty Protections: The State University of New York faculty union ratifies a contract barring AI from replacing professors.

Podcast Rankings Recognition: Feedspot ranks the show at the top of its AI in education list and second in EdTech.

Anthropic Slices Antique Books: AI labs face criticism for buying antique books and slicing their spines to scan clean text.

xAI Challenges Minnesota Deepfake Law: xAI files a First Amendment lawsuit against Minnesota's law penalizing nonconsensual adult deepfakes.

Common Sense Media Teen Deepfake Guide: A new resource offers parents conversation starters and the ACT framework to support teens.

Student Drafted AI Bill of Rights: High school delegates gather at to draft guidelines for AI usage in schools.

Beneath the Surface: How a Student Team from India Built an Ethical AI Learning Platform

Matt interviews 14 year old Avyaay Rathi, whose Refyn Technologies intercepts student prompts on school Wi-Fi and turns shortcuts into step-by-step tutoring.

Team Members:

Nayan Ibañez
Govind Mulchandani
Arjun Taware
Agastya Singh

The Bright Byte

Researchers at the Feinstein Institutes used a double neural bypass to help a paralyzed man regain touch and voluntary movement in his arms.

Say hi to Matt on the road

New Jersey Association of Independent Schools - August 11th
https://tinyurl.com/3u3eu3xb

RIACTE - August 14th - Sponsored in part by NCNGM
https://tinyurl.com/4vmc5vs5

Announcements

Purchase Learning They'll Love - Dr. Elizabeth Radday
Amazon - https://tinyurl.com/22t9hz77

Seeing through the Machine – Teaching Bias as an Equity Practice in AI - Dr. Elizabeth Radday - https://tinyurl.com/4ybwkn7a

Check out our middle / high school Student AI Literacy course - ​​⁠⁠⁠www.skills21.org/ai/learnai⁠⁠⁠

Explore Skills21’s FREE social media literacy curriculum - ⁠⁠⁠https://www.skills21.org/social

Address Screen Time concerns - skills21.org/ai/screenshift

Sponsors

The National Center for Next Generation Manufacturing: Your Gateway to Next Generation Advanced Manufacturing - https://www.nextgenmfg.org

Links

Avyaay’s Refyn Technologies
https://tinyurl.com/2d4h8z5e
https://www.instagram.com/refyn_technologies/

Substackers: AI Detection Tool Is a 'Witch Hunt'
https://tinyurl.com/2d9a3nry

LinkedIn Adds 'Seems Like AI Slop' Button
https://tinyurl.com/2d9a3nry

Claude's Ruthless Vending Machine Run
https://tinyurl.com/3njkpk2n

SUNY Contract Guards Staff Against AI Replacement
https://tinyurl.com/4vyu38rw

Best AI in Education Podcasts in 2026
https://tinyurl.com/yudh3sfa

Feedspot is an RSS Reader that lets you follow your favorite podcasts alongside blogs and news in one place. and they have "RSS Reader" embedded with this link
https://tinyurl.com/mw7y72n6

AI Companies Are Destroying Antique Books to Train Models
https://tinyurl.com/ynrxha6b

xAI Sues Over Minnesota 'Nudify' Ban
https://tinyurl.com/4vybm3vr

Talking to Teens About Deepfakes and Explicit Content
https://tinyurl.com/2xbm7ju4

Students Write a School AI Bill of Rights
https://tinyurl.com/3eyzj5cv

Students First Act: A Student-Led AI Policy
https://tinyurl.com/5ahsuh3f

Brain Implant Helps Paralysed Man Feed Himself
https://tinyurl.com/4t8df4fs

Politician Reads AI Prompt
https://tinyurl.com/nhzct2r5

In this ChatEDU Check-In: Safe AI Vibe Coding, Liz explores how Imagi and Lovable bring safe AI vibe coding to the K-12 classroom. Backed by $4.5 million in seed funding, Imagi is integrating with Lovable to give schools subsidized access to advanced software development capabilities. This approach equips educators and students to move beyond passive AI consumption and actively build practical, real-world tools.

Key Takeaways:
Imagi secured $4.5 million in seed funding to expand its K-12 reach and integrate software development capabilities via Lovable.

Students and educators are leveraging these tools for practical applications, including auto-translating lesson plans into 15 languages and building fully functional business websites.

Built-in safety features include content filtering, instructor training, and compliance with COPPA, FERPA, and GDPR to block data retention and model training on student activity.

Liz’s Two Cents: Schools must shift focus from misconduct and cheating concerns toward actively guiding students to build with AI rather than passively consume it. Balancing frontier vibe coding capabilities with strict safety guardrails allows districts to unlock student innovation and prepare them for future workforce demands.

Article:
Edtech platform raises $4.5M to help teach students how to vibe code
https://tinyurl.com/edv628nw