User
Write something
New Member Onboarding. is happening in 4 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
📢 Recordings of Tea Masterminds are live: The Second Brain
🧠 This round was about what a second brain actually is: a context layer you and your AI both read, not a notes app. The Afternoon Tea is the teaching. The High Tea is the room putting it to work on scale, memory, trust, and security. Here is what I want you to understand about these drops, because it is the whole point of being in here. While the videos are valuable and being able to sit and answer your questions is a big reason for them that's not the only value they hold. 📄 Every drop is a set of working files. Markdown built to be used and reused. Each one ends with the exact data to give your AI for your own situation. This round also ships a starter folder you can open, run the self-audit on, and walk away with the skeleton of your own second brain in a sitting. 🤖 I build them expecting you to feed them to your AI. That is the design. Hand a whole round to Claude in a few minutes, whether or not you made it live. The room's thinking is in the files, so you lose almost nothing by catching it later. 🔄 They adapt. A prompt pack is frozen. These are meant to be reshaped: update the context, swap in your own work, bend the templates to your process. And they grow on my side too, as we learn together in these calls. The call is dialogue. The package is that dialogue, crystallized into something you can run. Next round builds on this one. ☕ Afternoon Tea 6 →Afternoon Tea 6 (Second Brain Chat) 🫖 High Tea 10 → High Tea 10 (Second Brain Deep Dive) 🧭 How you should use these: 🔹 Show up live when you can. Your questions shape the next drop. 🔹 When you can't, rewatch, or drop the files into your AI and run the prompt at the bottom. 🔹 Open the starter folder and build your own version. Rename it to your work. It is yours to keep. 📚 A mastermind ends when the call ends. What you get here keeps working after: a structured version of your own thinking (and some of my own thinking!) that improves every round. In my opinion that is worth more than the hour in the room. (or three as some of you stick around in these calls to chat)
Pinned
Ai before ChatGPT: The Interview.
In this interview I sit down with Matt from NLP Logix. He's been working in the AI space longer than most people have been working in general. We dive into what changed and what is it going to be important about the future. This is a three part series, I will be posting another two videos from another two experts in mathematics and Engineering! Please like and comment on YouTube if you have time as well!
Going more rigid ICM with my next project.
This may be hard to believe but go the concepts of ICM, then went and built a bunch of stuff myself. Learned by doing. Now I am backtracking to projects I half did. Starting with a Gmail processor. where I did a bit and abandoned. (This is not my work email but is connected to everything I do in my job hunt) This is how I learn. I was the dog chasing the ball. Now time to relax a bit an chew on the toys I was given and find my favorite.
0
0
We aren't that far from removing Claude/Codex from our ICM. 3B Model beats 1 Trillion parameters.
This isn't exactly a new model but it deserves recognition. A 3B Model called VibeThinker, beats models like Opus 4.5 and Gemini 3 Pro. While these aren't the latest frontier models, it gives us an idea of how open source will catch up and then beat frontier models while also being able to run on consumer level hardware, maybe not now, not in the next year either, but within the next 5 years? Definitely possible. It was built on top of Qwen 2.5 3B (Not even the latest low parameter qwen model either), and focused directly on reasoning tasks. Now the use case this model provides is very specific, it's mainly meant for generating outputs that have a direct Yes/No as an answer. Now that brings up the question, for most of the ICM systems where you aren't directly creating new software or having AI do insane tasks such as editing videos from scratch with animations and such, how far are we from removing frontier models entirely from our ICM systems? I would say that setting up the ICM folder and workflows inside of it can be given to one of the top models, but if the ICM is set up properly, it's a step by step workflow that doesn't change, the results do, but the steps to make the results don't (assuming this under the average use case of the ICM). So if a model is able to achieve something like this, we aren't that far from having tiny hyper focused/fine-tuned models or a cluster of tiny models for a specific use case being implemented into our daily lives. A model for content writing, a model for deep research, a model for front end HTML visual explanation pages. That's exactly what I'm on a mission to build, let's see how it works out. Might be a cluster of fine tuned models, or just a really smart MoE model.
1-30 of 2,345
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