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20 contributions to The AI Advantage
Your AI is lying to you. It just sounds really good doing it.
I ran an experiment that changed how I use AI forever. I took the SAME prompt and sent it to ChatGPT, Claude, and Gemini at the same time. Not to see which one was "best." I wanted to see where they DISAGREED. Here's what blew my mind: → ChatGPT gave me a confident, detailed plan. Sounded great. → Claude flagged two risks that ChatGPT completely ignored. → Gemini agreed with ChatGPT's plan... but used completely different reasoning to get there. So who was right? They all were. And they were all wrong. Each one had blind spots that the others caught. That's when it hit me — asking ONE model is like hiring ONE consultant and hoping they don't have blind spots. They always do. So I started doing this with every important decision. Three models. Compare the disagreements. The answer is always in the friction between them. A few things I've noticed after months of doing this: → When all three agree, you can trust the answer. When they don't, that's where the gold is. → ChatGPT is the most confident. Claude is the most cautious. Gemini is the fastest to spot patterns in large data. None of them will tell you they're wrong. → The biggest risk in AI isn't a wrong answer. It's a wrong answer that SOUNDS right and you have no way to know. Curious — is anyone else cross-checking between models, or am I the only one doing this the hard way?
1 like • 13h
@Shawn Miller We’ve done that as well after realizing that the answer ChatGPT gave missed by a countrywide. Then it totally revised the answer, agreeing that pathway didn’t exist but justified that it still was right lol So now we run it a few different ways. Love that you’re building a platform to bring them together.
⏳ The Real Promise of AI Is Not More Output, It Is More Margin
A lot of AI conversations still revolve around one promise, more output. More content, more tasks completed, more ideas generated, more work pushed through the system in less time. That promise is real, but it is also incomplete. Because if all AI does is help us produce more, then many teams will end up faster without feeling any better off. The deeper value of AI is margin. It is the ability to create breathing room inside the workday, reduce unnecessary friction, and give people more space to think, decide, and focus. That matters because time saved only becomes valuable when it changes the quality of work or the quality of life around that work. Otherwise, efficiency just becomes a faster way to stay overwhelmed. ------------- More output is not always the same as more value ------------- For years, most workplaces have treated productivity as a volume equation. If we can do more in the same amount of time, that must be progress. On the surface, that makes sense. But in practice, more output does not automatically create better outcomes. A team can produce more drafts, more meetings notes, more messages, more updates, and still feel buried. In some cases, extra output creates even more to review, more to manage, and more to respond to. The work expands, but the sense of control does not. This is why the output-first mindset can become a trap. It assumes the main problem is that not enough is getting done, when the real problem may be that too much attention is being consumed by low-value effort, repeated work, and constant switching. If AI only accelerates that cycle, it may improve speed without improving the actual work experience. That is where margin becomes a more useful goal. Margin means some of the saved time stays saved. It becomes available for clearer thinking, better prioritization, stronger review, or simply less pressure at the edge of the day. That is a different kind of productivity win. ------------- Time saved has to be protected, or it disappears -------------
⏳ The Real Promise of AI Is Not More Output, It Is More Margin
4 likes • 2d
We are all attracted to AI for that very promise. To have more margin, but it seems we sometimes see it as more/higher output because it seems productive. That leads to the time and energy bleeds @Igor Pogany mentioned in a separate post. For me, the difference is real and marked. I’m doing my best to keep it in mind and not get sucked into what looks like productivity but isn’t adding to real progress, and instead becomes draining. It’s a WIP 😄
0 likes • 16h
@AI Advantage Team hi Larissa Good to connect with you again. 🥰 Love how you put it. Yes, I’ve been making a point to ask that very question: what does it change? Also, What’s the diff? And/or what does it save? Lately, I’m noticing that there are multitude tiny drains on my energy. When I’m running so fast it feels like progress, but it’s not till I intentionally slow down to look deeper and ask those questions that I figure out what is worth pursuing or continuing with, and what should be discontinued and/or discarded.
Do this to increase your prosperity and high vibes
I just created one of the simplest yet most powerful prompts so far. I set it up in a Perplexity task so it runs every morning and sends me an email when it does. In the task user interface it lets me choose when to run it and how often to run it so I set it to run at 9:30am daily. You can do whatever works best for you. I am sure there are other similar task type scheduler features in other LLMs like Gemini, Claude, and ChatGPT if you use those instead. Here's the prompt. Give it a try and see what you think. All the best! Joe Segal find me some good news today and add some encouraging words for me personally
2 likes • 21h
@AI Advantage Team Charm, Nice! I like the tweak as well
1 like • 21h
@Joseph Segal you’re my kind of people 🥰 Thanks for sharing
Gamma vs Replit for landing pages
Wondering if any in this community have tried both tools and have any insights to share. Which do you prefer and why? Would really appreciate any feedback and info you can share.
0 likes • 2d
@Nathan Swift thank you! I played with onepage a while back. I need to check it out again. Thanks for the reminder
1 like • 22h
@Grace Mia, a bit of both really. The idea was to test some ideas quickly for some quick cash flow wins, identify what to focus on from there for viable options to build. The idea of easier expansion later through Replit is attractive to me though. Thanks so much for sharing your thoughts and experience. May I ask what you used them for? And did you start with one and switched to the other, or…?
Hard truth…
Your life usually doesn’t fall apart all at once. It drifts. A little less focus. A little more distraction. A little more scrolling. A little less doing the things you know you should be doing. And over time, that adds up. I’ve learned this the hard way more than once. If you want to build something meaningful, you have to protect your focus like it’s your job. Because in a lot of ways… it is. Not every opportunity deserves your time. Not every opinion deserves your attention. Not every thought deserves to be followed. Stay locked in on what actually matters. That alone will put you ahead of most people. So, what are you focused on right now and what are you going to do this week to protect that focus at all cost?
3 likes • 2d
This hit close to home, @Dean Graziosi Thank you for the reminder
4 likes • 2d
I had to come back and write this since it kept coming up for me. You have a knack for writing just the thing at just the time. It arrives at the very moment it’s needed most, it seems. The drift happens so quietly, sliding in when we are on autopilot, stealing our progress, our life. Intentional focus and awareness. 💯
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Amber Mirza
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@amber-mirza-2582
Having a blast doing awesome things with my friends, who incidentally are the people I partner with to come up with cool ideas for business & life.

Active 9h ago
Joined Nov 7, 2025
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