this post was submitted on 04 Apr 2025
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I'll admit my local model has given me some insight, but in researching more of something, I find the source it likely spat it out from. Now that's helpful, but I feel as though my normal search experience wasn't so polluted with AI written regurgitation of the next result down, I would've found the nice primary source. One example was a code block that computes the inertial moment of each rotational axis of a body. You can try searching for sources and compare what it puts out.
If you have more insight into what tools, especially more i can run local that would improve my impression, i would love to hear. However my opinion remains AI has been a net negative on the internet as a whole (spam, bots, scams, etc) thus far, and certainly has not and probably will not live up to the hype that has been forecast by their CEOs.
Also if you can get access to powerautomate or at least generally know how it works, Copilot can only add nodes seemingly in a general order you specify, but does not connect the dataflow between the nodes (the hardest part) whatsoever. Sometimes it will parse the dataflow connections and return what you were searching for (ie a specific formula used in a large dataflow), but not much of which seems necessary for AI to be doing.
I think a lot depends on where "on the curve" you are working, too. If you're out past the bleeding edge doing new stuff, ChatGPT is (obviously) going to be pretty useless. But, if you just want a particular method or tool that has been done (and published) many times before, yeah, it can help you find that pretty quickly.
I remember doing my Masters' thesis in 1989, it took me months of research and journals delivered via inter-library loan before I found mention of other projects doing essentially what I was doing. With today's research landscape that multi-month delay should be compressed to a couple of hours, frequently less.
If you haven't read Melancholy Elephants, it's a great reference point for what we're getting into with modern access to everything:
https://www.spiderrobinson.com/melancholyelephants.html