User
Write something
Afternoon Tea is happening in 29 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.
NEED A MENTOR .
NEED A MENTOR . Hey everyone I am glad to be here. I am in college (health information technology I love it, but it is expensive) and I also work 3 jobs production, nursing assistant at a hospital and a restaurant. with no skills at all I need to start making $50,000/ month in a week. •WHAT I HAVE : $500 (I can spare at this time), a laptop/pc , 8hr per day , smart phone that's it. •What Is In My Mind : With all these three jobs, I noticed a lot of problems where I can implement it. Icm folder structure. A lot of the people like hospitals have wide a variety of data and documents. I can literally create system for them as a site hustle so I can one by one take stress off and hopefully do one to 0 jobs. Just by building. Icm project for them The problem is I have no experience but I am ready to learn from basics. I’m sick and tired of having three jobs and a lot of it of the money is going towards my schooling and helping my family out with their stuff and everything (most of the money is already gone as soon it hits ) I literally don’t have any free time and I wanna put myself in a position to put give myself free time and travel • What I Want : A mentor who will guide me every day step by step. I will share my daily report and want them to give me daily task like giving me homework. I want a roadmap. To teach me how to write on structuring already built foundation into a icm folder structure using ai , get clients, cold email, sales calls, every thing I need and tech me how I use this community. That will teach me the foundation of entrepreneurship, business, self-confidence, etc.. I am ready to another work to and learn another skill if it is my mentor teach me to do. It’s at a point now If anyone in this community is hiring looking to teach and how they do things with zero pay let me know. I don’t really care about the money at this point. I just want to learn and have skills to implement them for myself that I can apply. Skills is a lot more effective than me working for somebody just to get paid cause I already do that and it’s to be honest kind of miserable, but I have to live with it as of right
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 2,406
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