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11 contributions to Clief Notes
inspired by a video I watched about a footage crawler
Hi! I'm new here and wanted to ask a genuine question — not sure if this is already solved somehow or if it's something I'd need to build from scratch. I'm exploring an idea for Dad Labs (a community for dads learning to use AI) — inspired by a video I watched about a footage crawler: reducing hours of video into searchable text descriptions using extracted frames plus a local vision model, all organized through folders/markdown. The application I have in mind is different from the one in the video (which was a 9TB professional archive) — I'm thinking something much smaller: helping families organize the years of video they've accumulated (weddings, first steps, etc.) that they never have time to sort through. I don't know if this is something the community already has as a template, or if it's more of an end-to-end project I'd need to research and build myself. I'd rather ask than assume — is there something similar already documented here, or any reference you'd recommend to start understanding the actual technical structure (folder organization, the markdown file format, etc.)? Any guidance is welcome, and if this is an obvious question for anyone who's been here longer, apologies — I'm just getting started.
Lyceum — Not the right fit?
I attended the Lyceum webinar yesterday and had to really think about it. After sleeping on it, I still have the same doubts. This is a personal doubt about whether it's right for me — not about the program as a whole. But I think it's worth working through out loud, for myself and for others on the fence. To get straight to it: the capstone. The question is whether I have a capstone-sized problem I'd want to spend twelve weeks solving. And when I inventory mine honestly: I don't work for a company that would embrace anything like this, I'm not an entrepreneur and don't want to become one, and the problems I actually care about at that scale are political — which may not fit the classroom arena. Happy to discuss that part, but I'll leave it there. One idea I'll float before closing: the inverse of my problem is somebody who HAS a capstone-sized problem and no time to build it. If you run a business and there's a project you'd want out of this program, there's a version where you sponsor a seat and I build yours as my capstone. You get the project and a trained person who knows your problem; I get twelve weeks with real stakes instead of a hypothetical. Half-baked, but that's what a post like this is for. With all the hype around it, I figured I'd share my hesitation. It may resonate with others here. Please share your thoughts — and if either half of that sponsor idea sounds like you, my DMs are open.
1 like • Jul 18
@Toby Iverson what the discount ?
❗The Lyceum opens this Thursday: live webinar at 7 PM ET❗
Thursday, July 16 at 7:00 PM ET. Quick version for anyone who hasn't been following: The Lyceum is Eduba's 12-week AI certification program and the first credential we've ever issued. Over 3,000 people are on the waitlist and seats per cohort are limited. What we'll cover in the hour: 01 / The structure. 12 weeks, three sprints, nine live sessions, 18 hours of instruction, 12 instructors per cohort. 02 / The cohorts. Technical, Business, and Creator. Same core curriculum, weighted differently. We'll walk through how to pick yours. 03 / The competition. $250,000+ in prizes across the tiers and how your capstone feeds into it. 04 / The certification. What you have to do to earn it and what it actually certifies. 05 / The investment. What it costs, how payment works, and who should not enroll. Then live Q&A until the questions run out. One more thing. At the end of the session we're doing something for the people actually in the room. It's capped at a small number, it goes in the order people claim it, and we're not putting it in writing. Be there and stay to the end. The session is live only. No recording going out. Thursday · July 16 · 7:00 PM ET skool.com/live/XM7969jTG7L Come with the hard questions. Bring the skeptical ones too. That's what the hour is for.
1 like • Jul 17
Oh boy what did I missed ?
Breakthrough
Between the help i rec'd last week and a couple of recent posts I have rec'd a breakthrough!! I initially came here thinking ICM was made to organize my brain and all my knowledge (ie. 2nd Brain). I barely understood what a 2nd brain was. I knew almost nothing about claude. I have lots of "mini businesses" that I mess with as well as a couple of main businesses. I for some reason wanted my knowledge to get organized....... ICM can technically help with that, however I missed something. My knowledge is located within ICM but generally its located within my "workflows" I just figured out that my workflows are My "Processes" or "SOPs" It's "HOW I DO STUFF!" MY method of SEO, Marketing, Credit Repair, Article writing, website building, book writing, music making, teach homeschool, make a hamburger, teach a lesson, etc. etc. etc. My KNOWLEDGE (2nd Brain) is encompassed within all this. Instead of trying to create a full blown 2nd brain I needed to take my SOP's and use ICM principles. I feel like the goal of ICM is to help organize the "HOW I DO STUFF PART" I started doing that and slowly but surely building efficientcies all throughout my business while incorporating my knowledge throughout. ie. Content creation has a place for me to dump almost all I know about SEO and Credit Repair into a single place but its only used if I'm writing articles, creating videos, etc. I am still not the expert, however I don't mind sharing what I currently know with others - [email protected]
Breakthrough
1 like • Jul 13
This clicked for me too, later than I’d like to admit, I kept trying to build “the system” before I had real repeated processes to freeze. Once I started only writing something down after I’d actually hit the same problem twice, everything got smaller and more useful. Curious how you’re deciding what counts as a real “workflow” versus just a one-off task for you.
Connection Hub: 📣 Marketing & Agencies
Intros for The Connection Hub - The Vault 👤 Who I am: (name + where you're based) 🛠️ What I actually do: (the specific work — not "I'm in real estate" but "I run a 3-agent team doing residential resale in Austin") 🤖 What I'm building with AI right now: (your current project, workflow, or the thing you're stuck on) 🎯 What I'm looking for connection-wise: (pick one or two) 💡 Someone who's solved [X] 🤝 A collaborator / accountability partner 👀 Just here to learn from people in my field 🧰 Trading workflows & systems 📬 Best way to reach me: (DM here / comment / link)
8 likes • Jul 9
👤 Who I am: Marc, dad in Westchester, NY. 🔧 What I actually do: Want to run a small AI education community for dads (Dad Labs) and starting a done-for-you AI implementation side — aspiring small business owners, supporting mostly local service businesses. 🤖 What I’m building with AI right now: I’ve been running my whole life and business on a basic version of ICM for a few months now — multiple agents reading the same structure, an append-only log so nothing gets lost between sessions. Still finding the rough edges as I go. 🎯 What I’m looking for connection-wise: 🧰 Trading workflows & systems 🤝 A collaborator / accountability partner 📬 Best way to reach me: Comment or DM here.
1 like • Jul 9
@Danny Garcia Hey Danny, thanks for the kind words — glad the ICM approach translated. Just added you to the Dad Labs Skool group, should be showing up for you now. Feel free to jump into the intro thread and say hi, happy to answer anything as you look around. What’s pulling you toward it — are you a dad looking to use AI more day-to-day, or more interested in the DFY/agency side?
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Marc Sep
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24 points to level up
@marc-sep-1855
Down to earth dad who makes AI practical and accessible for everyday people

Active 1h ago
Joined May 20, 2026
Westchester, NY
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