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🔍 Why Trust in AI Is Built After Deployment, Not Before
Most conversations about AI trust happen before anything is used. We debate risk, accuracy, and readiness in abstract terms, hoping to arrive at certainty before we act. But trust does not work that way. Trust is not granted in advance. It is earned through experience. ------------- Context ------------- When organizations talk about trusting AI, the instinct is to seek assurance up front. We want proof that the system is safe, reliable, and aligned before it touches real work. This instinct is understandable. The stakes feel high, and the unknowns feel uncomfortable. The result is often prolonged evaluation. Committees debate edge cases. Scenarios are imagined. Risks are cataloged. Meanwhile, very little learning happens, because learning requires use. What gets missed is a simple truth. Trust is not a theoretical state. It is a relational one. We do not trust people because they passed every possible test in advance. We trust them because we have worked with them, seen how they behave, and learned how to respond when they make mistakes. AI is no different. ------------- Why Pre-Trust Fails in Practice ------------- Pre-deployment trust frameworks assume we can predict how AI will behave in all meaningful situations. In reality, most of the important moments only appear in context. Edge cases emerge from real workflows. Ambiguity shows up in live data. Human reactions shape outcomes in ways no checklist can anticipate. The more we try to decide trust in advance, the more detached the decision becomes from actual use. This does not mean risk assessment is useless. It means it is incomplete. Risk analysis can tell us where to be cautious. It cannot tell us how trust will feel day to day. When organizations insist on certainty before use, they often end up with neither trust nor experience. AI remains theoretical. Fear remains intact. ------------- Trust Grows Through Pattern Recognition ------------- Humans build trust by noticing patterns over time. We observe consistency. We learn where something performs well and where it struggles. We recognize warning signs. We adjust our behavior accordingly. This is how trust becomes calibrated rather than blind.
🔍 Why Trust in AI Is Built After Deployment, Not Before
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Skool Update!
We've just dropped a few of our guides from inside the AI Advantage Club here inside Skool! Inside the Classroom area, you'll find a new section titled "Guides" and inside you'll find 3 of our step-by-step guides we create twice a week for the AI Advantage Club community. Every month we'll add a new guide to help you implement AI in your life/business. Check out the Guide section inside the classroom!
Skool Update!
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The Habit That Quietly Kills Momentum in Business
Most entrepreneurs aren’t stuck because they’re lazy or incapable. They’re stuck because they’re waiting. Quietly. Waiting for more clarity, better timing, more confidence, or for things to settle down. As long as you’re waiting, your potential and your business stays parked. Progress in business doesn’t come from more preparation. It comes from decisions. Every time you explain why you’re not moving yet, you hand control to something outside yourself: the market, the economy, your schedule, your past results. None of those are coming to build the business for you. The people who actually break through don’t feel ready. They move while uncertain. They don’t wait for perfect conditions... they adapt to the conditions they’re in. They don’t wait for permission, because no one is handing it out. Most people keep their effort conditional. “I’ll go all in when things calm down.” “I’ll commit once I feel more confident.” “I’ll start after this next thing.” And months (sometimes years) pass. Not because the idea wasn’t good, but because the conditions were never removed. So here’s something actionable for the week ahead: Pick one decision you’ve been delaying because you wanted more clarity. Make it by the end of the week...imperfectly. Then take the first uncomfortable action that follows from that decision. No optimizing. No overthinking. Just movement. Clarity shows up after action, not before it. Drop in the comments: What’s the one decision you’re done waiting on this week?
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Just joined this amazing community, nice to meet all of you here. Happy to learn from you all.
Allow me to introduce myself
Hello, everyone. My name is Andrea and I'm a licensed esthetician. I own a acne treatment practice in Jacksonville. I've been using ChatGPT, Perplexity and (now) Gemini to create content and business documents for about 6 months now. I know that there is so much more to learn. I create a lot of videos for my social media platforms and I'm interested in learning how to use AI to create some really great videos that will convert into sales. I am super excited to be a part of this community and I'm sure there is a lot more for me to learn!
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