Just want to clarify, this is not my Substack, I’m just sharing this because I found it insightful.

The author describes himself as a “fractional CTO”(no clue what that means, don’t ask me) and advisor. His clients asked him how they could leverage AI. He decided to experience it for himself. From the author(emphasis mine):

I forced myself to use Claude Code exclusively to build a product. Three months. Not a single line of code written by me. I wanted to experience what my clients were considering—100% AI adoption. I needed to know firsthand why that 95% failure rate exists.

I got the product launched. It worked. I was proud of what I’d created. Then came the moment that validated every concern in that MIT study: I needed to make a small change and realized I wasn’t confident I could do it. My own product, built under my direction, and I’d lost confidence in my ability to modify it.

Now when clients ask me about AI adoption, I can tell them exactly what 100% looks like: it looks like failure. Not immediate failure—that’s the trap. Initial metrics look great. You ship faster. You feel productive. Then three months later, you realize nobody actually understands what you’ve built.

  • Rhoeri@lemmy.world
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    11 hours ago

    AI is hot garbage and anyone using it is a skillless hack. This will never not be true.

    • Joe@discuss.tchncs.de
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      5 hours ago

      While this is a popular sentiment, it is not true, nor will it ever be true.

      AI (LLMs & agents in the coding context, in this case) can serve as both a tool and a crutch. Those who learn to master the tools will gain benefit from them, without detracting from their own skill. Those who use them as a crutch will lose (or never gain) their own skills.

      Some skills will in turn become irrelevent in day-to-day life (as is always the case with new tech), and we will adapt in turn.

      • Rhoeri@lemmy.world
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        5 hours ago

        LLMs exist so that skill-less hacks can pretend to be skilled artists. It’s a shortcut to success.

        • Joe@discuss.tchncs.de
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          5 hours ago

          That this is and will be abused is not in question. :-P

          You are making a leap though.

      • Rhoeri@lemmy.world
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        9 hours ago

        Do you not know the difference between an automated process and machine learning?

        • 5gruel@lemmy.world
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          5 hours ago

          The thing with being cocky is, if you are wrong it makes you look like an even bigger asshole

          https://en.wikipedia.org/wiki/AlphaFold

          The program uses a form of attention network, a deep learning technique that focuses on having the AI identify parts of a larger problem, then piece it together to obtain the overall solution.

            • Suffa@lemmy.wtf
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              4 hours ago

              Cool, now do an environmental impact on the data centre hosting your instance while you pollute by mindlessly talking shit on the Internet.

              I’ll take AI unfolding proteins over you posting any day.

              • Rhoeri@lemmy.world
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                4 hours ago

                Hilarious. You’re comparing a lemmy instance to AI data centers. There’s the proof I needed that you have no fucking clue what you’re talking about.

                “bUt mUh fOLdeD pRoTEinS,” said the AI minion.

        • nullroot@lemmy.world
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          6 hours ago

          Yes? Machine learning has been huge for protein folding and not because anyone is stupid, it’s because it’s a task uniquely suited for machine learning, of which there are many. But none of that is what this AI bubble is really about, and even though I find the underlining math and technology fascinating, I share the disdain for how the bulk of it is currently being used.