Hey everyone!! Jake and I are rebuilding Clief Notes around Edubaware, Eduba's own platform. We're aiming to launch it between 10 December and 1 January, and if that date moves, you'll hear it here first. Clief Notes stays free to join, and always will. Here's everything else that changes, starting with the part that has a deadline. ⏰ Lock in today's prices by Sunday 15 November ⏰ Right now Premium is $11 a month and VIP is $97. Join by 11:59 pm EST on Sunday 15 November and you keep that rate for as long as you stay subscribed. After that, new members pay $14.95 for Premium and $499 for VIP . If you already pay $11 or $97, your rate doesn't change. 💰 $1,000 of Edubaware credit 💰 Every Premium member on Clief Notes through 9 December gets $1,000 of Edubaware credit at launch. Every VIP gets $5,000. It's paid in full on day one, and members on the $11 rate and lifetime VIPs get it too. Join Premium by Sunday and that's $1,000 of credit for an $11 month. Anyone who joins after 9 December doesn't get it. Premium and VIP also get founders pricing on Edubaware: 50% off your first year and 25% off your second, for as long as you stay subscribed. VIPs get 50% off for both years. 🚀 Early access, over the next few weeks 🚀 Premium and VIP members get into Edubaware before launch. We'll be onboarding people over the next few weeks, not all at once, so David and Kay can set each of you up and check in once you're in. If your invite arrives later than a friend's, that's why. Every Premium and VIP member gets one. Every Tuesday, David or Kay posts an Edubaware update here. ⭐ What Premium gets ⭐ Everything new lands in Premium first: - A build tutorial from Jake every month, one full build from start to finish - Ask Jake: post your question in the monthly thread and Jake answers the most-liked ones on video. The first thread opens Monday 16 November. - Master sessions, run live here by the Masters of ICM - The Masters' drop: a new template, workflow or walkthrough from every Master, every

I’ve built a social media automation skill into my AI-OS, 2 months ago and I’ve left it run untouched for the past 6 weeks [update past 4 months] and now I’m starting to feel the power of it. What it does? I give it my skool where he constantly scraps my videos, edits them with a badge and CTA outro, puts them in a folder of approved videos that has access 24/7 in the cloud. It checks the files for Visual QC and post-worthiness, the rejected ones get put into a folder where it need my attention. then publishes the right version to Instagram, TikTok, Facebook, Threads and YouTube with captions made for each platform separately and accordingly to the content of the video so each video gets a different bespoke caption. After that it checks the posts are actually live, saves the links and stats, then moves the video out of the queue and into a new folder so it doesn’t get used twice. It does this 4 times a day for 5 platforms (but I can add more platforms if I need to) It handles scheduling, automated 1st comment on each post, comments, keyword replies (like manychat) and sends DMs with button triggers and links, it also does account health-checks, post analytics & follower tracking. Learns from it and can give suggestions on what worked better visually or what hours are best to post..which comment needs my attention or just replies automatically if I want to. Since switching it on: It posted 392 posts 81.9K views 1.1K interactions +53 followers [UPDATE - IT HAS POSTED 1.1K POSTS SINCE - Images attached] It’s gathering a huge footprint for my business across multiple platforms and only growing Ps: The accounts where all brand new so 0 audience while Facebook and YouTube having only been introduced 2 weeks ago. So they have been running less posts compared to Instagram and tiktok. Essentially this gets me 360 videos a month posted and today i've introduced the 5th platform [Threads] Which will take this to 450 posts a month - 90 original videos - 15 posts a day.

a16z speedrun is one of the biggest accelerators in the world. We submitted our application a bit back on the recommendation of one of our friends. Our EdubaWare software has been in closed testing for a bit (get ready, next week thousands of you will get access to it and see our changes) We received and Email yesterday saying they want to hear more from us and to send them a video in under three minutes that explains: - Your backgrounds and greatest accomplishments, professional or personal - What makes you exceptional, and why you're the team to win this market - What you're building and what problem it solves - Why this is a big, underserved opportunity - What progress you've made so far  Now fitting all that into one video is challenging, but we did our best. I hope this gives you a view into the other side of my life which is my company Eduba!

Over the past few days, I’ve had some fascinating conversations here in this community, including a private chat with @Bryson Bossley . Those conversations got me thinking. And last night, I couldn’t stop thinking. One thought led to another. Ideas connected. Questions became bigger. And somehow, I ended up writing a speech and turning it into a video. So please, WATCH THE VIDEO FIRST. And if you recognize yourself in what I’m saying, if something in that message resonates with you… Come back and read this. ——— What Can We Build Together? 50,000 minds. Thousands of skills. Countless ideas. And yet… most of us are still trying to succeed alone. Think about that for a moment. What if the greatest opportunity in this community isn’t the next AI tool, another course, or another business? What if it’s the person reading this right now? Someone here might have exactly the knowledge you’re missing. Someone else might need exactly what you already know. And the strange thing is… Neither of you even knows the other exists. Isn’t that a tremendous waste of potential? I made this video because I believe we’re overlooking something extraordinary. It’s not another tutorial. It’s not a sales pitch. It’s a question we should all be asking ourselves. What could we achieve if we stopped trying to do everything alone and started combining what we’re already good at? Maybe we don’t need another thousand ideas. Maybe we need to connect the people who can bring them to life. And maybe it starts right here. Not with another complicated system. Not with another promise of success. But with people discovering each other. So let me ask you three simple questions. 1. What are you genuinely good at? 2. What do you need help with? 3. What would you build with others? Don’t overthink your answers. You don’t need to impress anyone. You don’t need to sell yourself. Just be yourself. Because somewhere among the people reading this, someone might have exactly the missing piece you’ve been searching for.

📦 EVERY ENTRANT GETS A FEEDBACK FILE 📦 📄 Your file is here: https://www.skool.com/cliefnotes/classroom/7634b927?md=2b3ccc0b73c243b7b6137993f6b60da3 🔍 HOW WE READ THESE We cloned every repo and pinned it to its last commit before the deadline. Nobody committed after the clock. Seven of seven. First time. Then we did what the rubric asked, in order, for every entry. We checked original/ against the judged commit, byte for byte. We read your feedback file first and wrote your three lines down before we opened anything else. We diffed that file against the one we sent you. We ran git log on original/ and on questions.md against rebuild/. We mapped every question to a line. Then we ran both arms ourselves, old and new, on your own harness where it would run on our machine and on ours where it would not. Then we wrote one question you had never seen, aimed at one of your three lines, with the expected answer written down before we ran it, and ran it on both arms. We read results.md last. That question is in your file, with what each arm did. 📚 WHAT THE FIELD TAUGHT ✅ Every entry closed at least two of its three lines. Four closed the tier line outright. The feedback files were specific enough to act on, and this is the first round where we can say that with evidence behind it: on our machine, on a question the author never saw, the rebuild beat the original on the line it was aimed at. ✅ The order held in git and slipped in the work. Six of seven committed questions.md before rebuild/. Three of those say in their own results.md that the rebuild was finished, or the questions shaped on a prototype of it, before the questions were written. Every one of them said so plainly. The step the brief asked for is about when the questions were written, and git can only show when they were committed. The one question nobody could tune to was ours. ✅ The harness is part of the entry. One rebuild lost on paper and won on our machine, because its system prompt was cut at the first quoted string before it reached the model. Another prints the right stop shape every time and fails its own checker on the prose the session writes around it. A third's validator needs a version of Python the original never did. What you measured is what you shipped.