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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?
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🚨 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 🙌
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🤝 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
Business Owners who are not marketers/sales people, what do you use?
I have a lot of ideas, which I want to test but I have very little experience with marketing or sales(storytelling). I see a lot of skills(on skills.sh) but they don't seem to help me much since I don't really know how it is supposed to work(without AI) to judge the outcome. Do you hire talent to help your set up things to judge how your pipeline is performing? Do you practice your content making and then feed it to AI to get your voice? Or is it a creative process and you don't really outsource that to AI?
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