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The AI Advantage

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4 contributions to The AI Advantage
AI Prompt vs. AI Governance
https://www.linkedin.com/feed/update/urn:li:ugcPost:7405675335620456448/
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The biggest lie in AI right now.
It’s everywhere, and it is completely misleading. The lie is that you can just plug in AI and it is going to run your work or your entire business. I work as a Gen AI engineer. I build AI applications, automations, and agent based solutions. And I use AI everywhere I can. I use it to research, to learn faster, to brainstorm, to test ideas, to get clarity on how things should work. It helps me move quicker and makes parts of my job easier. But it is not me plugging in AI and expecting it to run everything on its own. My real process starts with me figuring out the goal. What we need to do, why we need to do it, and how it should work. It can feel slow sometimes, and there is a lot of trial and error along the way. Only after I understand the direction, I use AI to streamline it or automate it. AI helps me. AI accelerates me. AI supports the work I do. But it never replaces the part where I need to think through the path myself first.
1 like • 1d
Agree - AI writing is not the same as writing with AI :-)
If you have NO IDEA how AI can help you...
Open any AI tool. It doesn't matter which one! Type this prompt: “Ask me one question at a time to understand what I do, and when you have enough information, clearly explain how you can help me.”
1 like • 1d
That’s a solid starting point, Sabrina, especially for short tasks or early exploration. The problem appears when people try to move from simple questions to real professional work, such as proposals, business cases, RFPs, or long-form documents. Before the actual work even begins, a significant portion of the context window is consumed by explanations, clarifications, and analysis. As the conversation grows, responses slow down, logic starts to drift, previously confirmed decisions quietly change, and parts of the text are compressed or disappear without warning. Staying in the same chat makes this worse over time. Starting a new chat helps only marginally. Not all context carries over, and if the original conversation is already fragmented, the new one inherits that fragmentation. This is why even a very well-crafted prompt eventually fails. Prompts are useful, but they are not a reliability mechanism. What does work is understanding these limitations and adding discipline and governance to how we collaborate with AI. Without that, AI may feel helpful at first, but it becomes unreliable for sustained, professional work. There is a big difference between letting AI write for you and writing with AI in a controlled, deliberate way.
3 Simple Steps to GREAT ChatGPT Prompts 🍄
Most people are stuck with generic superficial answers talking to ChatGPT. But if you follow this simple 3-step process, your answers will be 10x better and personalized to your situation. Step 1: Start with your primary question: > "How do I run ads?" Step 2: Tell ChatGPT to assume an expert role: "Imagine you’re a top 0.1% ads expert (such as Dean Graziosi). How do I run ads?" Step 3: Tell ChatGPT to ask you questions so that its answers will be ultra personalized for you: "Imagine you’re a top 0.1% ads expert (such as Dean Graziosi). How do I run ads? Ask me clarifying questions until you’re 95% confident you can complete this task successfully."
3 Simple Steps to GREAT ChatGPT Prompts 🍄
1 like • Nov 6
Also, it helps if you explain to AI what you actually want to achieve and what information you currently help.
1 like • Nov 6
Have several articles about it on LinkedIn
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Leonid Auslender
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11points to level up
@leonid-auslender-6601
Project Manager

Active 49m ago
Joined Nov 6, 2025
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