📊 You've probably seen this chart floating around LinkedIn and Twitter Each dot is 3.2 million people. ⬜ Grey is the 84% of humans who have never used AI 🟩 Green is the 16% who have used a free chatbot 🟨 Yellow is the 0.3% who pay for one 🟥 Red is the tiny sliver who use AI coding tools Most of the people sharing it have not actually said what it means. So here it is. 🔁 We live inside an algorithm. Mine shows me AI all day. Yours probably does too. Every reel, every post, every podcast clip, every ad. The feed makes it feel like the whole world has moved on without you and you are sprinting to keep up. Inside Clief Notes that feeling gets louder. You log in and see people building agents, shipping side projects, automating their inbox, talking about Claude Code and MCP servers like it is normal. In this room, it is. Step outside and almost nobody is doing any of it. 6.8 billion people have never opened a chatbot. Plenty of the ones who did opened it once, asked it something dumb, got a dumb answer, and decided the whole thing sucked. They are not coming back this year. Maybe not next year either. 🪖 When I was in the Marine Corps I never felt like I was doing anything special. I was surrounded by other Marines. Everyone around me could do what I could do. The standard was the standard. It was not until I left and stood next to people who had never served that I understood. The thing I thought was ordinary was rare. I just could not see it because I was inside it. That is what is happening to you in here. If you feel behind in this community, that is the right feeling to have. It means you are standing next to the people pushing the edge. Step outside this room and the thing you are calling behind is so far ahead of where most of the world is sitting that they cannot see you from where they are. And do not forget. The thing you built last week, the workflow you set up this morning, the conversation you just had with Claude. A version of you from two years ago would have paid good money to do any of it.

I had an idea. I want you all to comment A traditional workflow that you have right now. Like some sort of set of tasks that your industry does or what you're trying to do. I'm going to see how fast I can build some sort of prototype or solution that automates part of it in your industry or pain points and I'm just going to make a mass video that shows all of them for everyone who comments and this. Whatever I build if you want it DM me and I'll send you something. If you don't comment in this, I'm not building it But let's see what we can do. Everyone comment what you want me to build below or more importantly what you do and what your industry is

Jake talks about building systems that last a decade. That's a long time. What is the one thing you’re actually hoping to solve or scale with AI so you can focus on bigger things over the next 10 years? For me, it’s about mastering the technical logic so I’m not constantly chasing the next "hype" tool every six months. I want the systems to do the heavy lifting so I can reclaim my time.

I handle pipeline and partnerships at Eduba, and I'm asking the room for help on this one. We've got a shot at federal funding to run an AI capability-building pilot inside a public sector agency. Same playbook we've used with Pacific Life, Colgate, and KPMG UK, now pointed at the government workforce. The piece we're missing is the partner. State, county, or federal. An agency with legacy pain, a workforce ready to actually use AI the right way, and a leader willing to try something real. This is grant-funded. No procurement cycle, no sales pitch. The agency gets trained, equipped, and supported. We get to prove the model in public with the people who need it most. Timeline is tight. We need a partner locked in over the next few weeks. If you know someone in a state CIO office, a county agency, a federal program, or anywhere a civil servant is losing sleep over their tech stack, DM me. I'll personally work with you to figure out the best way in, whether that's a three-way intro, a short brief I can send you to forward, or a call with all of us on the line. And if the intro you make is the one that lands the partnership, you get lifetime VIP in the community on us. No cost, ever.

So built a CMMC work flow today! I might even be a full company one day! Lol that's crazy to think but here we are @Jake Van Clief thanks for your work! Your information made it possible for me to progress to what I have accomplished today. PDF attached if you're interested.