More Thoughts on AI Adoption

Stub • 418 Words • Artificial Intelligence, 2026 • 03/27/2026

⚠️ This post contains a rougher cut of my thoughts on the topic and may be updated in the future. Please forgive any mistakes or lack of polish!

The various facets of when we do/do not want to adopt AI and why this happens.

There are 454 words in this article, and it will probably take you less than 3 minutes to read it.

This article was published 2026-03-27 00:00:00 -0400, which makes this post and me old when I published it.

AI, Isolation, and Collaboration

  • “Having a place to say “something feels weird … can you help me figure this out?” at any time feels deeply useful, particularly for the “somethings” that feel itchy but not yet important” (Cosleuth by Robin Sloan)
    • Your other friends, co-workers, etc don’t have your context or are busy with their own work that having a broadly learned chat partner always around gives you a low friction way to bounce ideas around and iterate
  • AI sycophancy can drive you away from people who criticize you (@spns.tv)
    • Could it make you less immune to being challenged by others? Increasing defensiveness, etc.
  • This overall can drive more isolation which in turn makes you rely on the chat platform even more

AI and the human desire to be special

  • “i think something in the divine awaits me for resisting”
    • i don’t want to be like other people
    • i am smarter/better/more capable than other people
    • i am more moral than other people
  • All in all I think there is a kind of moral smugness in a lot of anti-AI sentiment, which they do have some justification for.
  • “the ai will never be as smart as humans”
    • so what?
    • are what you always using all of your effort and intelligence? the law of large numbers and statistics can’t approximate doing the same thing over again with slight parameters tweaked?
    • we are smart but not as smart as we like to think

AI, Toil, and Willingness

  • AI can take the toil and dirty work away from you
  • this increases my willingness to take on work
  • it does also unblock some tasks like reading PDFs
    • it is so hard to do this programmatically, but there is a lot of bureaucratic data trapped in these kinds of files
    • if there are tons of PDFs you don’t want a person doing all that repetitive, mind-numbing work

Shipping Speed with AI

  • So where are all the AI apps?
  • Taste and well-defined roadmaps are the most important part because if implementation costs go down then what becomes more important is what to implement
  • There also has to be safeguards against the torrent of slop
    • There are some people who may have too much trust in AI agents and become “slop cannons”
      • i won’t even call it AI brain rot but rather an acceleration of the Dunning Kruger effect like people will overestimate their own ability and underestimate their stupidity via AI
    • People and understanding of AI output then becomes the bottleneck

Other Posts About “Artificial Intelligence

Thoughts and Questions Around AI Adoption

I tend to be cautiously optimistic about AI, so I wanted to put together the kinds of things I'm curious about around AI, particularly adoption.

AI Usage Acceptability Spectrum

A write-up of my own intuitions about what (potentially) makes certain usages of AI more acceptable than others.

Biomimicry and AI

My notes on Dwarkesh Patel's interview of Andrej Karpathy.


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