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29 contributions to The AI Advantage
🕳️ The Hidden Tax on Every AI Win
There's a number most people never calculate. It's not the time AI saves, that one's easy to see and satisfying to track. It's the time that flows quietly in the opposite direction, accumulating in the background while the visible savings are happening. We call it review time. Maintenance time. Tool management time. The hours spent checking whether AI did what we intended, fixing what it didn't, and keeping the systems that run the work running. It doesn't show up on a time audit as an AI cost because we don't label it that way. But it's there, and it's growing. For many people, this invisible tax is now eroding a significant portion of the time AI promised to return. ------------- Context ------------- The early returns from AI adoption are usually clean. You use AI to do a task that used to take an hour. It takes twenty minutes. You've saved forty minutes. The math is obvious and the benefit is real. But AI adoption doesn't stay at that early stage. Over time, most people build a more extensive AI-assisted workflow, more tools, more automation, more tasks flowing through AI systems. The surface area expands. And as it expands, the maintenance and oversight work expands with it. Each tool in your workflow requires occasional attention. Updates change interfaces. Connected platforms shift their behavior. Outputs that were reliably good start producing inconsistencies for reasons that aren't immediately obvious. Templates that worked for months need updating because the context they were designed for has evolved. Prompts that used to produce clean output start requiring more editing because something upstream changed. None of these is a crisis. Each one is just a small draw on your time. But across a workflow with many AI components, the small draws add up. A consultant who has built what looks like a highly automated business might find, if she tracks carefully, that she spends eight to ten hours per month just maintaining and troubleshooting the AI systems that are supposed to be saving her time. That's roughly two to three hours per week, time that rarely shows up as "AI maintenance" in how the day is structured, but that is genuinely there.
🕳️ The Hidden Tax on Every AI Win
1 like • 18d
I coach women to protect their time, I build automations that hand businesses 15+ hours back a week, and I run a risk-management role on top of it all. So last week I finally did the thing I keep telling everyone to do, and tracked my own AI "maintenance" time. Almost three hours. Gone. Not creating, not coaching, not building... just fixing prompts that had drifted, untangling two tools that stopped talking to each other, and re-checking output I'd assumed was fine. But here's the part I want you to hear: that's not a failure, that's data. I'd been carrying the cost for months without ever putting a name on it, and you can't fix what you won't look at. No more excuses, right? So I'm cleaning house this month. Fewer tools, clearer checkpoints, one honest hour of review built into every project instead of pretending it's free. Have you ever actually tracked yours? I'd love to know what your number is...
Endless Claude Visuals in 5 Minutes (Beginner Tutorial)
In this video, I show off a prompt we created to make Claude's visuals even more useful. It's a simple trick that you'll definitely want to add to your prompting toolkit. Enjoy! :)
4 likes • 19d
Love your gold nuggets @Igor Pogany . Short, precise and very useful! Thank you so much!
The Skill Nobody Talks About Enough
Resilience is probably the most underrated skill on the planet. Everybody wants the outcome. More money. More freedom. More confidence. More impact. But almost nobody talks about the emotional strength required to keep going while none of it is happening yet. Because THAT’S the part that breaks most people. Not failure. Not lack of talent. Not lack of opportunity. It’s the uncertainty. It’s doing the work and wondering if it’s ever gonna pay off. It’s showing up when you feel invisible. It’s putting yourself out there and not getting the response you hoped for. It’s having a bad week and still deciding not to quit on yourself. That’s resilience. And honestly… the people who win in life are usually just the people who got really good at getting back up faster. They stopped making hard seasons mean “this isn’t for me.” They stopped treating discomfort like danger. They stopped expecting confidence before action. They learned to keep moving anyway. I think a lot of people in this community are way closer than they realize. But they’re judging themselves because the results haven’t caught up YET. Don’t confuse slow progress with failure. Don’t confuse hard with impossible. And definitely don’t quit just because it’s taking longer than your ego wanted it to. Some of the biggest transformations happen in seasons where it feels like nothing is working. Keep going. Seriously. What’s one season in your life that almost broke you… but actually made you stronger? 👇
9 likes • 21d
@Henrietta Spady-White Thanks so much! It's easy to fall into the trap of "I should have done more, I am still behind" etc. But when it's getting really critical, it's always good to pause, and see the changens, to see how every step had made a difference, made me change, made me take action. Still some miles to go, but it feels good, to be in charge of your own destiny! 🫶
2 likes • 19d
@Christian Rogers Thank you! I appreciaciate very much all the support! Some days are easier, some need a little more effort...and some just don't work out the way they were planned. The important thing is to "get back on the horse" nect day and keep going! All the best for your journey!
Analysis Paralysis
Ever notice how too many choices can make it harder to choose? AI can feel like standing in a giant candy aisle. Thousands of tools.Thousands of videos.Thousands of opinions. Many people don’t fail because they lack ability. They fail because they’re overwhelmed. Don’t focus on the whole aisle. Pick one thing and move forward.
1 like • 21d
Love the giant candy aisle anaolgy @Roy Shirley ! Every tool and promise tempting us to try everything out...but getting nothing done 8and leave us with as tummy ache...lol). Focus, chose just one and get the most out of it!
📈 The Solopreneur Scaling Trap: Why AI Is Making You Busier, Not Freer
There's a version of the AI solopreneur story that's everywhere right now. One person, a handful of AI tools, and the output of a small team. More content, faster proposals, better client communication, automated follow-ups. The throughput is real. For a lot of people, AI genuinely has multiplied what they can produce in a day. But there's a quieter version of the story that doesn't get as much attention. It goes like this: "I'm doing more than ever, but I feel more overwhelmed than I did before I started using AI." That version is also real, and it points to something important about the difference between scaling output and scaling your actual capacity. These two things are not the same. Confusing them is how you end up working harder with better tools. ------------- Context ------------- When AI arrived for everyday professionals, the most visible benefit was speed. Drafts that took two hours started taking twenty minutes. Research that required half a day compressed into thirty minutes of back-and-forth with a capable model. Emails, proposals, content calendars, onboarding documents, tasks that used to anchor entire afternoons started clearing in under an hour. The natural response was to do more. If a proposal takes twenty minutes now, write more proposals. If content takes a fraction of the former time, produce more content. If client research can be done quickly, take on more clients. The ceiling went up, so the workload expanded to fill it. This is where the trap lives. Output scaling and capacity scaling look identical from the outside. Both involve doing more. But they create completely different experiences of time, and they lead to completely different businesses. Output scaling means you're producing more of the same kind of work. Your calendar fills with the same types of tasks, just more of them. AI has made each task faster, but the total hours in your week haven't changed, so the increased volume consumes the time AI saved, and then some. You're running faster on the same treadmill.
📈 The Solopreneur Scaling Trap: Why AI Is Making You Busier, Not Freer
7 likes • 21d
The shiny tool trap (I lived this one) Confession: in the beginning I didn't get more done with AI. I got more "busy." New tool drops, I sign up. Another promises something better, I try that too. Three afternoons gone, and what did I build? Nothing. Just a lot of open tabs ;-) It felt productive. It wasn't. Collecting tools is not the same as using one well. What finally changed it: pick one tool, learn it properly, ship something real before you look at the next shiny thing. The playing-around phase is fun. It's just not progress. Be honest with me: how many tools are you "trying out" right now versus actually using?
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Miriam Kossmann
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20points to level up
@miriam-kossmann-5428
I'm Miriam — Life coach + SaaS builder. I help women 30–60 reclaim their time, energy, and ambition — and build AI tools that save SMEs 15+ hrs/week.

Active 10d ago
Joined Oct 15, 2025
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