User
Write something
Afternoon Tea is happening in 43 hours
Pinned
Welcome to Clief Notes. Here's where to start.
1. Go check out 📚Navigating The Course to see how to get around and what's here. 2. Start with The Foundation. Concepts, folder architecture, prompting framework. Everything else builds on this. 3. Check in at the bottom of each lesson. Polls, discussion posts, other members working through the same stuff. Use them. 4. When you're ready to build real things join in on our Biweekly competitions and win some real cash. ⭐ Competitions Mega Thread 5. If you are wanting to dive into the masterminds, grab all the past templates, artifacts and resources. Upgrade and head into the The Vault for Premium and The Drawing Room (VIP) for VIP 6. Post your work. Ask questions. Help others when you can. What are you here to build?
Pinned
🚨 New one in the NLP Logix series is live 🚨
Sat down with Katie Bakewell, a data scientist who's been building this since 2011, back when it was still just called "natural language processing" 🧮 She came up through math (DNA computing, time series on commodities) and thinks about problems like proofs, not recipes. What we get into: 🪨 The Indiana Jones "build me a chatbot" boulder she ran from in 2023 🚨 The 7 neural nets that "found" a signal that was completely fake 🏎️ A $5M Pagani vs a $100 Toyota, and why "best" is a trap 🤖 The first chatbot was built in 1966 (ELIZA)... these aren't new ideas 🐬 Meta's SAM3 turning hours of labeling dolphin fins into a single prompt 🧠 Why half the companies asking for AI are solving the wrong problem ▶️ Go watch 💬 Then drop a comment: What surprised you most, or what would you have asked her? Happy learning 🙌
Pinned
🤝 NEW: The Connection Hub is live
👋 Welcome to the Connection Hub - The Vault · Clief Notes So I was on the onboarding call this today, and one thing kept coming up that I couldn't stop thinking about: The biggest value of this new age isn't just the tools. It's the people. 👥 Specifically — people who understand AI the way THIS community teaches it. Not "prompt hacks" and not "10x your output" nonsense, but actually building systems, thinking in workflows, and treating AI like a real part of how you work. That's a rare group. And a lot of you told me the same thing: 💬 "I'd love to work with someone who gets this." 💬 "I want to break into [industry] but don't know anyone in it." 💬 "Who else here does what I do?" So instead of letting those connections happen by accident... I built a place for them. 👇 🗂️👋 Welcome to the Connection Hub - The Vault · Clief Notes It's a simple set of pages, split by industry. You find your corner, drop a quick intro about what you actually do and what you're looking for, and connect with people who speak your language.
From Podcast to Practice: Cognitive Function Resources
First off, I wanted to thank everyone for all of the positive feedback on the podcast episode that @Curtis Hays and I shared! It's been incredible to see people like @Mira Bradshaw and @Greg Faysash running with the idea, testing it, and putting it to work in their ICM projects. I especially appreciated what Mira added to the discussion. One of the things I appreciate most about cognitive functions is that it isn't a box to fit people into. It's a starting point to build upon, whether you're working to better understand people or to build agents that approach problems in different ways. And on that foundation, you can build something much deeper. To help with that, we published two new articles in David's Corner that I wrote. They're meant to serve as a foundation and reference for anyone interested in using cognitive functions to design agents. If you have any questions, feedback, or thoughts, I'd love to hear them! The Podcast: https://www.skool.com/cliefnotes/if-your-specialized-agents-dont-think-differently-they-should?p=09e9a36a Mira's Post: https://www.skool.com/cliefnotes/curtis-and-brooke-are-on-to-something-but-tread-carefully?p=34b21988 The Articles: https://www.skool.com/cliefnotes/classroom/c7f102c7
Obsidian & 2nd Brains: Viability v Liability ?
***This message does not constitute legal advice. I am not a licensed attorney and any conclusions or opinions are my own. Should you have questions, please see a licensed intellectual property attorney. *** @Jake Van Clief @Jordan Shaw @Bas Rosario The issue here is, the environment regarding intellectual property as it's associated with LLMs and their use of copyrighted or other protected content for the training of their models was for quite some time very ambiguous. I myself began playing with tools for genAI purposes more than two years ago, but I could see immediately the potential liabilities from such activities due to my time in the film industry and in my experience drawing patent illustrations. Ultimately I stopped what I was doing and waited for clarity to be provided regarding the environment and potential liability that could arise from publishing genAI content or utilizing such tools in my work. Since that time we've had a couple cases come to completion to actually provide some clarity and begin to set precedent within the US legal system, the first of which is: Vacker v. Eleven Labs, In which the parties reached a settlement on August 18th 2025. The financial details regarding the settlement remain confidential under the terms of that agreement, so we aren't entirely sure as to the exact outcome; however, what is clear is that the risk is real. https://chatgptiseatingtheworld.com/2025/08/23/parties-in-vacker-v-eleven-labs-tell-judge-theyve-reached-a-settlement-1st-in-the-ai-copyright-litigation/ More recently, there was an additional settlement agreement in Bartz v Anthropic, the news of which is detailed in the article below, which was from April 8, 2026. In this settlement we do know the monetary value the plaintiffs were awarded. $1.5B, was the amount, which was the largest copyright infringement settlement in US history... for anyone unfamiliar with proceeding, let that sink in.
Obsidian & 2nd Brains: Viability  v  Liability ?
1-30 of 2,392
Clief Notes
skool.com/cliefnotes
What we give away free beats most paid courses. Build durable AI systems with a Marine vet and Edinburgh researcher. 40+ lessons, growing.
Leaderboard (30-day)
Powered by