Quick reference in case you run into any issues getting set up or using the Clief Notes Agent + Roadmap. Go to Start Here → How to Access your Clief Notes Agent & Roadmap and follow the steps. **Browser Compatibility** The Clief Notes extension only works on Chromium-based browsers that support Chrome extensions. You can use: - Google Chrome - Microsoft Edge - Brave - Opera - Opera GX - Vivaldi - Arc Safari and Firefox are not currently supported. For the smoothest experience, we recommend using Google Chrome. **Troubleshooting Guide** - Don’t know your Skool @username? Go to your Skool profile → under your name, copy and paste your @handle. See the image for reference. - If you lost access in the extension: Most of the time, all you need to do is sign out and sign back in using the same email you originally used. - If you see the Creator Dashboard: If you ever get logged out or land on the Creator login, simply switch over to Student and log back in using the same email. - If the extension is gone: Log out and log back in with the same account. - Important: Use the same email every time. That is what keeps your profile, roadmap progress, quiz data, and AI personalization connected. If something goes wrong, you get stuck, or your question isn’t covered here, comment below and tag me or @Nazar Tymiv . We'll help you get sorted.

You just unlocked one more roadmap. This week, it’s David’s Corner. We’re going to be releasing a new roadmap every single week, but there’s a reason we’re doing them one at a time. I want to make sure you actually have time to go through each one, digest what you’re learning, and complete the work before moving on to the next. Each roadmap is designed to walk you through the material step by step. You’ll go through the lessons, answer questions, take short quizzes, and complete accountability posts along the way. The goal isn’t to give you more content to consume. It’s to help you actually complete what’s already here and put it into practice. So this week, your next step is simple: Go to the Roadmap tab, jump into David’s Corner, and start working your way through it. Next week, we’ll unlock another one. We also have some pretty exciting updates coming to Decster over the next month that will make this experience even better. More on that soon.

Before this lesson, I didn’t really understand what LoRA meant. It stands for: Low-Rank Adaptation It means: the original model weight is frozen and smaller adaptations are added and so the model's behaviour can be adapted without touching the original. A bit like a sidecar on a motorbike. The biggest thing I learned was this way, the LLM can be fine tuned for specific domains like legal, etc. And also adapting image models to a specific style (which is how I'd always thought about it)

Hey Clief Notes fam! 👋 I'm Pat and I'm stoked to be here. 🙋 A little about me: See all my previous posts. 🎯 My current goal: Trying to get somewhere useful with Decster. 💪 What I'm currently building/working on: Repeating myself endlessly until I’ve “passed” 🤔 My biggest struggle or question right now: Getting anywhere with Decster. Let's get it! 🚀

We officially launched the new Clief Notes Agent, and I wanted to check in with you. Have you had a chance to talk to it yet? If you have, I’d love to hear how it went. And if you’ve run into any questions, confusion, or issues getting started, drop them in the comments below. The goal is to make it easier to find what you need, know what to focus on next, and get more out of everything already inside Clief Notes. So, How’s your experience been so far?