OpenAI released GPT-6 Astra and almost every video is reading the wrong number. They pull up the token price — $10 in, $50 out, identical to Claude Fable 5.1 — then go argue about AGI. The AGI argument is fun; it doesn't change anything about your business this week. Here's the moral up front: AI stopped getting cheaper per token and started getting cheaper per finished job. - The number that matters: cost per task. Same coding test, Astra scores slightly higher than Fable 5.1 and OpenAI's own line says it gets there at ~63% lower cost per task — roughly $7 a job against $19. And it's the same shape four times on the same page: terminal ~63% lower, CAD 86% lower, science 31% lower, reasoning 37% lower. It takes fewer tokens to get to done — it doesn't wander and doesn't retry six times. So you stop comparing model to model and start comparing it to the $22/hr person doing your follow-ups and proposals. - Two more worth knowing. On the scope test (does it go outside the lines to finish a hard job?) their last model ran at 48%; Astra hit 0%. 48% is a model you babysit, 0% is one you delegate to. And on computer use it scores higher than the last model at ~40 minutes a job instead of 75 — faster and more accurate, which normally doesn't happen. - The number that doesn't matter. 99.9% on ARC-AGI-3 is OpenAI's own harness; on the standard one it's 62.7 — still best in the world, just not 99. ARC Prize themselves said saturating their test wouldn't prove AGI. And it doesn't win everything: Fable still takes Humanity's Last Exam 65–57 and leads the Artificial Analysis index. My take: two things I'm changing before I even get access. My job moves from operator to reviewer — when a model runs on its own for a day and a half the bottleneck is how well you scoped it and how carefully you check what comes back. And patch your stack: this is the first model OpenAI rates critical for cyber, and it found real unknown vulnerabilities on its own in testing. Also, it's overkill for day-to-day — keep a cheaper model for routine work and point this at the hard thing.

What do you actually get if you upgrade to AI Accelerator+? Some of you have never heard of AI Accelerator+. Others have, but the part that trips you up is the actual difference between this free group and the paid one. Either way, this post will give you clarity. ───The Free Group─── This free group is a bundle of quick resources pulled from my YouTube videos, plus a massive open community that anyone can join. We’re 19,000+ strong in here. It’s a great place to get your bearings and see what’s possible. But because it’s open to everyone, it can get noisy and overwhelming. There’s no clear path through it. You can get help from other members, but I rarely answer questions in here myself. AI Accelerator+ Is The Opposite AI Accelerator+ is a smaller room of people who are seriously committed to building with AI, automating their work, and either landing paid opportunities or making their own business leaner. Me and my team are in there every single day. Not a moderator. Not a chatbot. Me and the engineers I actually pay to build this stuff. And right now, it’s tiny on purpose. We’re in the founders stage. That means two things: 1. The price is the lowest it will ever be. 2. You get a level of access you literally cannot get once this room fills up. When you’re one of 30 people instead of one of 19,000, I actually see your questions. ─── Here’s What You Get Inside ─── 1. Two live calls every week. 2. One technical office-hours session with my CTO Keshav, where you bring whatever you’re stuck on and we build and solve it live. 3. One general Q&A with me, where you get direct access to ask me anything — strategy, tools, your specific situation. 4. Full training on the stuff that actually matters right now.** 5. Building agentic workflows. 6. Vibe-coding real apps. 7. Using Claude Code, Codex, and the tools serious builders are using today. 8. And we update it constantly. The way you build today has already moved on from where it was six months ago, and the training moves with it.

Hey everyone! I'm thrilled to announce something that's going to take our community to the next level - Monthly Competitions starting this month! Here's what's up for grabs for our top performers each month: 🏆 Priority Work Opportunities - Our top contributors will be much more likely to receive work directly from our team. When projects come up, we'll be reaching out to you first! 🎁 FREE Lifetime Access to our paid community "Agents to Scale" - No more subscription fees, you're in for life! How to Win: - Share valuable insights and knowledge - Help other members with their questions - Post your wins and case studies - Engage consistently and spread positive energy - Contribute content that moves our community forward As you can see in the picture attached, at the end of the month the #1 Rank will be the winner and in the future will provide rewards for #2 and #3 as well! (if you have suggestions for what #2 or #3 should receive then suggest it down below) We believe in rewarding the people who make this community amazing. You're not just building your own success - you're helping everyone else level up too. The competition starts NOW, so let's see who's ready to step up and lead the way! 💪 Keep sharing, keep building, keep growing. Our community gets stronger because of each and every one of you. Let's make this month legendary! 🔥 Drop a 🚀 if you're ready to compete! Cheers guys, Nick