Peter Ocasek

a16z just dropped the billion-dollar opportunities in AI for 2026. three partners. three theses. same underlying bet. Marc Andrusko: the prompt box is dying. next-gen apps observe what you're doing and act on your behalf. TAM shifted from $ 400B software spend to $ 13T labor spend. market got 30x bigger. Stephanie Zhang: stop designing for humans. start designing for agents. agents read every word on the page. visual hierarchy stops mattering. GEO is the new SEO. Olivia Moore: voice agents ate the phone in 2025. healthcare, banking, recruiting, 911 calls. voice AI beats humans on compliance every single time. some companies now slow their agents down to sound human. every thesis converges on the same layer. the harness around the model is where the leverage compounds. full breakdown of how the shift happened below.

Honestly, this is the most accurate diagram I've seen. Waterfall: You plan for 18 months and deliver exactly what nobody needs anymore. Agile: You deliver something usable at every step, but the CEO keeps asking, "Where's the car?" AI: You get the car on day one. It has six wheels, the doors are on backwards, and it has a rocket launcher. You spend more time making it yours than actually "building"; it's shaping. owning. verifying. That's what the best AI developers do now. They don't build. They shape and own.

Elon Musk thinks the entire education system is built on a broken assumption. That every student should learn the same thing. At the same speed. In the same order. At the same time. Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.” The model was designed for a factory economy. Standardized inputs. Predictable outputs. That economy is gone. The assembly line is gone. But the education system still runs on its logic. A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait. Neither is being served. Both are being processed. Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.” AI doesn’t teach a classroom. It teaches a student. One at a time. Every time. It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle. It adjusts in real time. Not at the end of a semester when the damage is already done. A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture. The subject doesn’t change. The entry point does. No teacher with thirty students can do this. Not because they lack skill. Because the math doesn’t work. AI doesn’t have that constraint. Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.” The brain isn’t broken. The format is. Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes. That’s not a discipline problem. That’s a design problem. Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.” Four years. Six figures of debt. And the real value comes from the people sitting next to you. Not the institution charging you. The degree doesn’t certify knowledge. It certifies endurance. Musk: “If the goal is to start a company, I would say no point in finishing college.” The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you. Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace. The question isn’t whether the old model survives. It’s how long we keep forcing students through it while the replacement already exists.

De toekomst van mobiliteit is aangebroken FSD Supervised has been approved in the Netherlands 🇳🇱 & will begin rolling out in the country shortly!  Trained on billions of kilometers of real-world driving data, it can drive you almost anywhere under your supervision – from residential roads to city streets & highways No other vehicle can do this.  We're excited to bring FSD Supervised to more European countries soon

Česko v číslech, o kterých se nemluví: → Přirozený úbytek obyvatel: –36 000 (největší od 1919) → Sňatků: pod 43 000 (nejméně od roku 1918) → Průměrný věk ženicha: 33 let → Průměrný věk prvorodičky: 30,5 let → Dětí narozených mimo manželství: 47 % → Cena průměrné svatby: 160–260 tisíc Kč → Byt v ČR: 13,6 ročních mezd (třetí nejhorší v EU) → Příspěvek na bydlení: 263 000 domácností, 23,5 mld. Kč ročně Bydlení je drahé → odkládáte svatbu → odkládáte děti → populace klesá → stát řeší dávkami místo stavbou bytů. A imigrace to přetáčí jen v celkových číslech – loni se přistěhovalo 111 tisíc lidí. Přirozený přírůstek zůstává nejhorší za sto let.

Fantastic. High standards, a beautiful vision, and a sane, intelligent approach to what actually works in educating kids. Alpha School has made it much easier for me to explain what we do at home as homeschoolers: “Oh, you do 4x academics in a few hours, then your kids spend the rest of the day on activities that are meaningful to them? So... like Alpha School?” Yeah, I suppose we ran an Alpha School beta.

Schools spend hours trying to “reach” the kid who openly doesn’t care, while the kid who tries every day quietly gets ignored. We’re exhausting ourselves chasing resistance instead of investing in effort.

By eighteen, we expect students to be doing adult-level professional work in their chosen domain. A child who has spent six years exploring their interests, building projects, and contributing in real ways is not starting at zero when they turn eighteen. They have already built expertise. Already contributed value. Meanwhile, the child who spent those six years in conventional classrooms might not engage in a real-world endeavor until their 20s. Our students have developed the ability to teach themselves what they need to know. The capacity to build at an adult level. These are not gifts some children have, and others lack. They are the results of how you structure their time from twelve onward.

how is this a class? absolutely insane line-up

A former high school English teacher went viral with a raw farewell video after only three years in the classroom. She said many of her students can barely write a few coherent sentences, don’t know how to format a resume or cover letter, and increasingly just ask ChatGPT to do the work for them. Her blunt conclusion: technology and AI are making kids stop thinking for themselves. She even suggested we should probably keep smartphones and AI tools away from children until they reach college. It’s a sobering, unfiltered look at what’s happening inside classrooms right now — from a teacher who just walked away. What do you think — is AI quietly turning the next generation into people who can’t think or write without a machine, or is this an overreaction?