👋Welcome! School is changing fast. AI is reshaping how we learn, making education more personal and flexible. Let's explore today what the future classroom might feel like and what it means for you.
AI & TECH
🤖 White House Considers Mandatory Pre-Release Safety Reviews
The White House is reportedly weighing a major shift toward tighter AI oversight, including a federal review of new models before public release. This potential reversal from a "hands-off" approach could establish a new working group using multi-layered safety standards. If enacted, the move would force tech giants to prove model safety, addressing growing legal and national security concerns.
🤖 Edtech Giant Instructure Hit by Massive Data Breach
Instructure, the company behind the Canvas learning management system, has confirmed a significant data breach. The hackers claim to have stolen 3.6 terabytes of data, potentially impacting 275 million students, teachers, and staff across nearly 9,000 schools worldwide. Stolen information includes names, email addresses, student IDs, and billions of private platform messages.
🤖 Meta Uses AI Bone Structure Scans to Catch Underage Users
Meta is deploying AI to scan photos and videos for physical cues, like height and bone structure, to identify users under 13. While Meta clarifies this isn't facial recognition, the system estimates age to deactivate suspected underage accounts. This move follows a $375M New Mexico penalty and expanded "Teen Account" protections across the US, EU, and Brazil to bolster child safety.
🤖 Cellphone Bans Fail to Boost Student Test Scores
The NBER has found that school cellphone bans have a "consistently close to zero" impact on student test scores. Analyzing data from 40,000 schools (2019–2026), researchers noted that while bans initially caused a spike in disciplinary issues and a dip in well-being, students eventually adjusted. However, academic performance, attendance, and bullying rates remained largely unchanged.
THE DAILY TECH WATCH
How Jennifer Aniston’s LolaVie brand grew sales 40% with CTV ads
For its first CTV campaign, Jennifer Aniston’s DTC haircare brand LolaVie had a few non-negotiables. The campaign had to be simple. It had to demonstrate measurable impact. And it had to be full-funnel.
LolaVie used Roku Ads Manager to test and optimize creatives — reaching millions of potential customers at all stages of their purchase journeys. Roku Ads Manager helped the brand convey LolaVie’s playful voice while helping drive omnichannel sales across both ecommerce and retail touchpoints.
The campaign included an Action Ad overlay that let viewers shop directly from their TVs by clicking OK on their Roku remote. This guided them to the website to buy LolaVie products.
Discover how Roku Ads Manager helped LolaVie drive big sales and customer growth with self-serve TV ads.
The DTC beauty category is crowded. To break through, Jennifer Aniston’s brand LolaVie, worked with Roku Ads Manager to easily set up, test, and optimize CTV ad creatives. The campaign helped drive a big lift in sales and customer growth, helping LolaVie break through in the crowded beauty category.
CAREER & GROWTH
📌 Fortune 500s Track "Tokenmaxxing" Productivity Trends
Fortune 500 firms are now monitoring employee AI usage in granular detail, tracking "tokens" as a new metric for labor. This has sparked "tokenmaxxing," where workers increase AI prompts to signal productivity. Experts warn that high usage doesn't equal high value. Companies are now restructuring into "AI-native pods" to prioritize autonomous agent results.
📌 Executive Burnout Hits Record Highs in 2026
71% of executives now experience chronic stress, significantly outpacing the 55% burnout rate among general workers. Experts warn of a "stress contagion," where burned-out leaders subconsciously pass anxiety to their teams, damaging morale and physical health. Despite higher paychecks, leaders oftern feel pressured to mask vulnerabilities, worsening the cycle of exhaustion.
📌 Coinbase Slashes Headcount by 14% to Become "AI-Native"
Coinbase is cutting 700 jobs (14% of its workforce) as CEO Brian Armstrong moves to rebuild the exchange around "one-person teams" and AI-driven automation. This restructuring follows a 2026 industry trend, joining Block, Snap, and Meta in reallocating human capital toward AI infrastructure and agentic workflows to increase operational velocity. Shares rose 4% on the news.
JOBS & OPPORTUNITIES
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Collaboration Engineer | Full Time | Washington, DC | In Person
CAD Design Engineer | Full Time | San Diego, CA | In Person
Military Operations Specialist | Full Time | San Diego, CA | In Person
Application Support Analyst | Contract | Houston, TX | In Person
Middleware Administrator | Full Time | SAIC | Remote
Site Technical Lead | Full Time | CO Springs, CO | In Person
Dayforce AMS Consultant | Full Time | Focus Cloud | Remote
A Senior Analyst Sees Half a Billion Dollar Potential.
Kingscrowd Capital's senior analyst reviewed RISE Robotics and projected potential growth to a $500 million valuation. The community round is open now on Wefunder. You don't have to be an institutional investor to get in at today's price.
MONEY IN MOTION
Fervo Energy launches roadshow for a $1.3B Nasdaq IPO.
Global central banks split on "Iran Oil Shock" response.
Intel stock hits all-time high on Apple manufacturing talks.
OpenAI launches "The Deployment Company" with $4B+ in backing.
BIG THINK
The Future Classroom Isn’t a Classroom: How AI could reshape the way we learn

Education in the near future may feel less like a classroom and more like a conversation. AI systems are already enabling personalized learning, adapting lessons in real time to each student’s pace and style. Instead of everyone moving together, learning becomes individual, almost like having a private tutor that never gets tired.
Content itself is also changing. AI can generate lessons, exercises, and explanations instantly, turning a single topic into multiple formats like videos, quizzes, or simulations. Learning becomes less about consuming fixed material and more about exploring ideas from different angles, depending on what clicks for you.
But education will not become fully automated. Schools are already experimenting with combining AI tools and human teaching, focusing more on critical thinking, creativity, and real world problem solving. The role of teachers may shift from delivering information to guiding how students think and apply it.
The future of education with AI feels less about replacing the system and more about reshaping it. Learning may become more flexible, more personal, and more continuous. The question is not just what we will learn, but how we choose to learn when knowledge is always within reach.
NOW WHAT?
Experiment with Formats:
Try learning through different mediums. AI makes it easier to find what works best for you.Stay Curious Continuously:
Education may no longer have a clear end. Lifelong learning becomes the default.
The $60B Anime & Manga Boom Has Escaped Japan
Most people assume anime & manga are Japanese industries. But for the first time in history, international revenue has surpassed Japan’s. TOKYOPOP’s been preparing for this moment for nearly 30 years. They have licensing contracts with giants like Nintendo and Disney, with stories told in 50 countries and 30+ languages. That’s translated to $15M in annual revenue. And it’s just beginning.
This is a paid advertisement for TokyoPop Regulation CF offering. Please read the offering circular at https://invest.tokyopop.com/
STOCHASTIC DROP
GENERATIVE COMEDY

“Barely standing… still inspiring”.
THE NUMBER
volts is the astonishing output generated by the world's highest-voltage fruit battery, built by the Royal Society of Chemistry in the UK, who painstakingly wired 2,923 halved lemons together to highlight the science of energy storage.
WISDOM
“Guard your thoughts, and there will be little fear about your actions.”
YOUR TURN…
What’s your take on the Big Think section?
Last week’s winning choice:
What’s Your Physical "Velocity"?
🚶 CASUAL STROLLER: Only moving if I feel like it - leading with 233 out of 829 votes (28.11%)
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