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.



According to a study, the
lowertop 10% accounts for something like 68% of cash flow in the economy. Us plebs are being cut out all together.That being said, I think if people can’t afford to eat, things might bet bad. We will probably end up a kept population in these ghouls fever dreams.
Edit: I’m an idiot.
Once Boston Dynamic style dogs and Androids can operate over a number of days independently, I’d say all bets are off that we would be kept around as pets.
I’m fairly certain your Musks and Altmans would be content with a much smaller human population existing to only maintain their little bubble and damn everything else.
Same here. Nobody knows what the eff they are doing. Especially the people in charge. Much of life is us believing confident people who talk a good game but dont know wtf they are doing and really shouldnt be allowed to make even basic decisions outside a very narrow range of competence.
We have an illusion of broad meritocracy and accountability in life but its mostly just not there.
What does lower top 10% mean?