
Patrick Skinner - edu/acc
@PSkinnerTech
“The only limit is the speed at which we learn.”-@sama | @theNetworkState C1 | @joingauntletai S25 Grad | Prev Ranger Medic | Sr AI Engineer @ @alphaschoolatx
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This would be a based way to plan your seating.
at a wedding, finding out I'm at the twitter table
Reach out to @PSkinnerTech of the last @joingauntletai cohort
Here's a Problem: CAD SUCKS - High barrier of Education - Even higher barrier to cost So, my team and I in @joingauntletai S25 built a Text-to-CAD tool with AI-First principles called MOORPH in the last 24 hours. Check it out.
Farewell dinner with the crew that joined us for Gauntlet AI’s Catalyst program. Thanks for joining us!


Now that I can see all the "unread" messages on @x, I think I'm gonna need the whole weekend to send out personalized apologies to everyone I missed getting back to. 😬
Congrats to those who got into @joingauntletai Cohort 3. If you have some time before it starts and you want to get ready, here's some advice from a Cohort 2 grad: • Enjoy your time off. No, really. You're about to have a VERY packed ten weeks. Enjoy your freedom while you…
100 years from now, there's going to be an entire career on trying to identify what was AI and what wasn't for a very narrow timeline 2024-2025. I can't believe this isn't AI. The way he flips makes me almost certain that it is.
pytorch consulting the math library heuristics which say transposing the matrix will yield a 30% speedup over the non-transposed case, deciding to transpose the matrix, and immediately running out of memory
Pretty convenient for me that I didn’t believe in homework before AI made cheating on it trivial. My argument against homework is “6.5 hours is a long time to spend in school. That should be more than sufficient for class and study time for a K12 general education.”
I'm willing to put money on my belief that the most defensible technical moats for the next 5 years are: ( ML || CV || Hardware || Robotics ) x Personal Brand Change my mind.
This show how important intentional setup is in learning app.
Left: 'What happens when I combine these?' Right: 'What number completes this equation?' One builds thinkers. The other builds test-takers.


Problem Statement: “your daughter was caught in ‘Founder-Mode’ today.”
Saving this for when my 3 year old daughter goes out to raise venture capital

Talked to a microschool guide today Their students are achieving 2x learning outcomes in 2hr per day and are spending the rest of the day doing life skill workshops and working on olympic sized projects like building businesses, starting charities, or running broadway musicals
Talking to a charter school teacher today Her “innovative” school had used AI software and open classrooms to facilitate student-directed projects and “learning” It was a disaster They put the computers away and returned to teacher-led instruction It’s going much better
FOR THE LOVE OF ALL THINGS, YES!
Just to give people some context on the BMAD method (Build-Model-Assign-Deliver): it’s a methodology for building specialized AI agents that each take on specific roles. You usually start with a PRD (Product Requirements Document), any architectural plans, and sometimes user…
Since @joingauntletai, I've tried easily ~25 different AI coding tools, models and frameworks. BMAD Method currently reigns supreme. I specifically use BMAD-AT-CLAUDE.
Since @joingauntletai, I've tried easily ~25 different AI coding tools, models and frameworks. BMAD Method currently reigns supreme. I specifically use BMAD-AT-CLAUDE.
Few hours into using BMAD and it completely outclasses my system (not even close). I'm glad I built it, I learned a lot, but I'm cutting the sunk costs and pivoting to BMAD.
The Alpha School virus started here - astralcodexten.com/p/your-review-… A few months ago, no one on Twitter had heard of Alpha. Today, it's the most talked about school in the world. Love it or hate it, it is causing people with the power to change education to rethink their priors. A…
the fact that kids attending AI schools rank in the top 1% of standardized tests with only 2h of learning per day is proof that traditional schools were never about learning, just compliance.
This is literally the future: "Students spend only two hours in the morning on science, math and reading, working at their own speed using personalized, AI-driven software. Adults in the classroom are called guides, not teachers, and earn six-figure salaries. Their job is to…

LLMs will soon own everything from -2σ to +2σ of human thought. Your only chance at value creation will be in the tails with the fools, geniuses, and chronically obsessed.

Do people genuinely believe that GT kids in kinder (or just kids that have progressed further early on) ARE NOT being held back and the other kids just naturally catch up to them by the 3rd grade? If that's the case, I need to see all the case study material behind this.
They aren't being held back. They are being observed and allowed to interact with their peers. That's what kinder is, and it is good for advanced kinders to learn to interact with their peers, b/c more often than not, book advanced kids are emotionally and socially behind.
Any time @NaniSkinner wants to demo her newest projects to me…
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