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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.
Fable 5 got extended to July 19!
I don't even know what sort of a marketing strategy this is. Anyways, enjoy it while it lasts ig!
Fable 5 got extended to July 19!
Reading AI responses
Pre-face: include lots of venting, do not continue further if you don't want to hear. Topic: AI producing too much text that is difficult to absorb. The more issues/iterations I raise, the more complicated and over-egnieered the solutions. I force myself to use AI tools minimum 4-5 hours a day, its especially hard at my stage in learning. Mental health is in decline. Diagnosis: I am a non-technical user, which is likelky contributing to much of my pain using AI. AI responses, plans, reviewing plans with so many complex ideas and procedures.....following into the trap of allowing the AI to build while i miss key assumptions. Impact: I am tired, constantly researching and asking for clarification or simplication. Or review this plan, make it better loop....I don't want to say Im going to wait for Mythos 9.7 before I can be effective. I know other non-technical users are suceeding and I need tips to join you. How to help non-technicals: I assume many non-technical users on here same experience as me. If i was native to software and technology terms, maybe its easier to skim and direct the AI. Mostly, the AI is not getting much direction because I am so consumed by endless comprehension exercises. Funnily enough, when I super focus and actually absorb it's output, I often realize it's just "strangely" worded. Not illogical, because the AI is very logical. Just not absorbable. I prompt "explain this simply to a 10 year old" like 50 times a day. No joke. Another one of my strategies is asking for Mermaid flow diagrams in obsidian, pre-facing every operating model file. This has helped a lot...any other tips? Who has actually experienced, but evolved past this stage? Lightbulb moment: I think I need to build a LLM WikkI with a pipeline that parses all my chat conversations into it....
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