Tell us three things: 1. What you do (job, industry, student, career-changer, whatever) 2. What brought you to Clief Notes 3. One thing you're trying to figure out right now related to computing or AI I'll respond to every single one. And read each other's intros too because the person who's stuck on the same problem as you might already be in this thread. I'll go first I am Jake, I have been working in tech for 15 Years, building with Generative AI for 3 Years straight now! Excited to teach and learn! That's it. Simple, scannable, gives you data on who's joining and what they need, and keeps the feed clear for content that retains people past week one.

@Curtis Hays just dropped the capstone on a series I've been watching build in real time — and it's the one I'd send you to if you're tired of AI advice that sounds right and moves nothing. THE MIRROR AND THE WINDOW. The whole essay hangs on one distinction Curtis borrowed from Tom Nixon and then stress-tested against years of client work: most of us treat the Why like a mirror. Sit down, look inward, write what you see, call it true. It reads fine. It never shapes a decision. Tom's move is the window. Go to the people who buy. Listen to what they say about themselves. Find the reason they already had — don't invent one in a conference room. Curtis makes the AI parallel land hard. The default posture — "you are a helpful assistant" — is the same mistake rebuilt. Declared, not excavated. Instructions, not scars. A system that performs confidence without having earned it. The line that stuck with me: "AI did not generate it. AI revealed it." That's the through-line of everything Curtis has been working out loud in David's Corner. Not magic. Not infrastructure theater. A system for protecting and scaling judgment — built from real client work, real corrections, real belief layers that took months before the fifteen-minute setup felt easy. He didn't phone this in. Seven essays. One arc. From perception gap to worldview engineering to outsourcing the typing while keeping the thinking — and now Solve for Why. Archaeologists, not architects. I gave Curtis the section to work it out loud. He did the work. If you haven't read the series yet, start here: 👉 David's Corner → Curtis Hays — Systems Worth Amplifying (https://www.skool.com/cliefnotes/classroom/c7f102c7?md=dba87827cdff47449034a8368d492e48) Read them in order. The intro maps the whole thread. The Mirror and the Window is the payoff — but you'll feel it more if you've walked the path. And if you've already built something that started in the community and ended up as doctrine — drop what you're working on below. Curtis surfaced his in the open. That's how this place actually works.