『Why I'm Not Worried About My AI Dependency』のカバーアート

Why I'm Not Worried About My AI Dependency

Why I'm Not Worried About My AI Dependency

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 I have been thinking a lot about AI lately, and specifically about whether we should be worried about our over-reliance on it. Because if I am being completely honest with myself, I use AI for absolutely everything now. Every email that comes in gets pasted into Claude for analysis. Every project brief gets discussed with it. Every piece of writing gets shaped by it. When Claude goes down, my entire workflow grinds to a halt.So should I be worried about this dependency? Should you?After spending the last few weeks working through this question, I have landed somewhere that might be useful to share. Because I think the conversation about AI is happening right now in organizations everywhere, and the dividing line between those who embrace it and those who resist it matters more than most people realize.The dependency questionWhen I first noticed how reliant I had become on AI, my immediate reaction was concern. I started thinking about all the things that could go wrong. What if Claude disappeared tomorrow? What if I was outsourcing too much of my thinking? What if I was losing critical skills?But then I started looking at all the other dependencies in my working life:If the internet goes down, work stopsIf the power goes off, my life stops.If AWS servers fail (which seems to happen every other week), half the tools I rely on become uselessIf Figma stops working, design work haltsJust one more dependencyWe have built our entire professional lives on top of dependencies we barely think about anymore. AI is just one more in that stack.The question is not really whether we should be dependent on it, because that ship has already sailed for most of us. The question is what kind of dependency we are building.The thinking questionThe more interesting concern for me is whether AI makes us stop thinking. I have heard this worry from a lot of people, and I understand where it comes from. Because when you watch someone paste a problem into ChatGPT and blindly implement whatever comes back, it does look like they have outsourced their brain.But I think this misunderstands what most of us are actually doing with AI.Three layers of thinkingThere are different levels of thinking that happen in any given day:Strategic thinking about project direction, what problems need solving, what approach makes senseAnalytical thinking about whether an idea is sound, whether evidence supports a conclusion, whether a design solves the actual problemMundane thinking about how to word an email, how to structure a document, how to format a proposalAI as a thinking partnerWhat I have found is that AI handles that bottom layer beautifully. When a client sends me a long rambling email with five different questions buried in three paragraphs of context, I no longer spend mental energy untangling it. I paste it into Claude and say, "Summarize the key questions here." Then I think about my answers. I tell Claude what I think about each point. Sometimes I ask for its perspective on one or two where I am genuinely uncertain, not because I cannot think through it myself, but because having a sounding board helps me think better.When I worked in an agency, I had colleagues for this. I would turn to Marcus or Chris and say, "What do you think about this?" I do not have that anymore. AI fills that gap. It does not replace my thinking. It helps me think more clearly by taking away the low-level cognitive load and giving me something to bounce ideas against.The value questionWhere this gets really interesting is in what it lets me deliver to clients.The landing page playbook exampleI worked on a project recently where a client wanted to improve the conversion rate of their landing pages. They had a budget that, in the past, would have stretched to maybe three or four sample landing pages and a conversation about why I built them that way. That would have been useful, but limited. They would have had some examples to work from, but not much guidance on how to replicate the approach themselves.With AI, I was able to create an entire playbook. Detailed guidelines for every component. Design principles explained with examples. A system they could use again and again. I delivered probably four times the value in about a third of the time it would have taken me before. The strategic thinking was all mine. The understanding of what makes landing pages convert came from 30 years of doing this work. But the documentation, the articulation, the packaging of that knowledge into something comprehensive and usable came from working with AI.Why clients still need expertiseMost of my clients will not do this work themselves, even with AI:They do not know what questions to askThey do not have the pattern recognition that comes from seeing hundreds of projectsThey cannot evaluate whether the output is actually good or just sounds convincingThey haven’t the time to review and iterate upon the output to improve things.That is what they are paying me for. AI does ...
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