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10 contributions to AI Automation Society
If you've ever felt "AI Overwhelm", please read this.
Every single person following AI right now is overwhelmed. Including me. I make videos about this stuff for a living and I still feel the pressure. New model drops. New framework. New feature update. It feels like every single day. But after hearing a ton of you guys bring up "AI overwhelm" week after week, I realized this: → There's a HUGE difference between knowing the "what" and knowing the "how." Staying aware does not mean testing everything. Most new tools and features only need the "what." You see the title. You understand what it does. You move on. The "how" is reserved for the stuff that solves a problem you actually have right now. So when something new drops, I ask myself one question: Does this solve a specific pain point I'm currently dealing with? If yes, I test it in a real scenario. I test it against something that actually matters to me. If no, I save the link. I mentally file it away. And I keep walking. Because here's the thing. Your north star is probably very different from mine. Part of my job is to experiment, form opinions, and share what I think is useful. So naturally I test a lot of stuff. But if your north star is building a business or getting better at your craft, then every shiny new tool might just be a distraction. The number one mistake I see people make is they try to learn everything. They watch every video. They test every tool. They jump to the next thing before the last thing even had a chance to work. And if I've contributed to your overwhelm with my daily uploads, I apologize. hehe. But a lot of people think that this ties directly into how you measure your day. Productivity is not how many hours you worked. It's how many meaningful outputs you created that actually moved the needle towards your north star. Someone can work 12 hours one day and feel insanely productive, but they were just watching tutorials and playing around with new tools. Meanwhile someone else sits down for 5 hours, ships the one thing that actually matters, and makes more progress.
2 likes • 8h
Are you an expert in AI? rate yourself 1 out of 5. My answer: Before I go to sleep? 3.8/5, When I wake up? 1/5
Agency Owner building AIOS as a service
Hello all, I’m trying to get to level 3 to improve my existing AIOS product I’m building for my clients. I want to incorporate the aspect of an autonomous agent/wizard that holds your hand through the set up (accomplishes two things: familiarity with the agent, thorough onboarding without the time consuming manual interview process). This same agent then becomes your AIOS assistant, teaching you how to use the system, updating skills for you (this is what autonomous agents excel at) and offering a text first interface for your AIOS interactions. Ask the agent to run skills, create scheduled skills, pull data from connected tools, etc. I’m working on a prototype now for a few clients and for myself. would love feedback and help getting to level 3 to see what areas I can improve based on the AIOS video. Thanks in advance and happy to connect. Current stage:
Agency Owner building AIOS as a service
1 like • 14h
@Mofedul Alam Joy thank you for taking the time, means a lot. Onboarding agent will handoff key info about the new setup to the the ops agent, as one works for me and the other one works for the client :) For new skills, I’m testing a global skills environment where we A/B test skill v1 vs skill v2 to see if v2 graduates to product focused skill environment. Doing lots of testing and it seems like the right approach. Context and personalization is migrated to new skill if the upgrade is model or tool related. If the upgrade is context related, then there’s no need for testing so much (I think 🤔) Thanks again!
0 likes • 14h
@Adrian Schraud DM me! Pretty new at this so I’m open to discussing
Any PMs Here Building AI Into Their Real Work? Let's Talk :)
Hey everyone! Adrian here 👋 I'm a Project Manager with a strong focus on using AI to actually improve how I work - not as a novelty, but as a genuine productivity layer built into my daily workflows. One of my personal side projects has been building an LLM Wiki - a structured knowledge system fed by online content that acts as my personal AI-powered knowledge hub. What started as a curiosity quickly became something I want to bring directly into my project management work. The idea is to have a living, queryable knowledge base that keeps me informed and contextually aware without the usual overhead. But the more I work with it, the more I realize isolated tools aren't enough. That's what drew me to the concept of an Agentic OS (AI tools, memory, context, and workflows all connect and work together). If there are any other project managers or product managers here thinking about how to bring this stuff into real client work - I'd love to exchange ideas. There's a lot we can learn from each other!
3 likes • 3d
@Theresa Elliott Love this! I am also working on a Second Brain OS for me and the wife with a home automation skill built in to it. Are you posting your progress anywhere? I would love to see
1 like • 2d
@Theresa Elliott Awesome! I tried Notion's second brain a few years ago and it took longer than expected to get all the info in there. AI is making the setup frictionless now so I'm loving the idea now. https://github.com/heyitsnoah/claudesidian check this out!
Day 2 of having Skool as my Primary socmed platform
Sharing this just to inspire someone, i know there are many others who are just like me here I come from a non-tech background but i have good experience in sales and marketing. The reason for me to repeated this again is because i don't want you guys to think that ai automation is something i can do with my eyes closed. No, im just starting to learn actively following Nate and Sabrina's tutorials. Please read my previous post on "little success". As a result of my content creation, i just met a business owner who's running multiple businesses in various industries like transportation, construction, health care and many more It was both fruitful and eye-opening as he was telling me about his business process and also loopholes in every part of the particular business that AI can help to solve. NGL it was a little overwhelming though he only explained bout 20% of his businesses and there were just so many things AI can help. We finally chose 2 of his different business process to automate first and see how it goes from there on. On my way back from the meeting, i was trying to connect the dots from the starting point. You might have guessed it, if it wasn't for my contents i proly wouldn't have got his contact. My dear friends, wherever that you are now, CHOOSE to build things in public. Let the world know what you're learning, your failures, your "wow" moments, just everything. You have no clue who could be watching your contents. On a worse case scenario, you at least have your entire process documented, that the world would look back when you succeed ! Having said that, I'm only a beginner who's learning everyday and teaching people all that i am learning. Cheers and all the very best 💪🤝
1 like • 3d
Joined the community this week and I’m feeling excited about sharing my process, hope we can help each other out. Good luck 🚀
Why 95% Of AI Voiceovers Still Sound Fake
Every new YouTuber thinks they sound awkward on camera. But the real problem isn’t confidence. It’s that human speech is insanely unpredictable. Your brain constantly tracks pauses, tone shifts, pacing, emphasis, breathing, awkward breaks… and the second those disappear, a voice starts feeling fake. That’s why most AI voiceovers still sound robotic. Not because the tools are bad. The AI voice industry is already worth billions. The problem is how people use them. Most creators dump an entire script into the generator and expect it to sound human. Real people don’t talk like that. The creators getting ultra-realistic AI voices generate line by line, sometimes sentence by sentence. Every generation slightly changes the energy and pacing. And when you stitch those together properly, something weird happens. Your brain stops hearing AI… and starts hearing a real person.
3 likes • 3d
Agreed! Copy pasting an entire block of text to eleven labs has not worked. What has worked is modifying each sentence manually, with different punctuation (sometimes that means grammatically incorrect) to get the tone you are looking for. Test test test!
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Juan Zuluaga
4
82points to level up
@juan-zuluaga-3747
Marketer!

Active 3h ago
Joined May 24, 2026
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