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nathanfig

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You Cannot Defeat Entropy with AI

greenbluegray.substack.com
4 points·by nathanfig·5 miesięcy temu·0 comments

Now might be the best time to learn software development

substack.com
370 points·by nathanfig·w zeszłym roku·361 comments

comments

nathanfig
·2 miesiące temu·discuss
Yeah it's entirely possible the answer is: "You don't." But I haven't even seen people attempting to imagine life well-lived. Like with so much technology it's basically an afterthought.
nathanfig
·2 miesiące temu·discuss
I've been pondering the question: "What does it mean to live well with AI?"

We are certainly scrambling for productivity with "token maxxing" and scrambling for entertainment with AI companions, but I haven't seen many thoughtful takes on how AI might look in a life well-lived.
nathanfig
·w zeszłym roku·discuss
I think that's a big part of what makes this era so much fun - the interactivity tailored to my capability. I feel like I'm 13 again discovering I can write HTML and feeling that giddy delight when I try something and it just works.
nathanfig
·w zeszłym roku·discuss
>> I haven’t had great luck with winding it up and setting it loose on a task

Yeah there is real labor involved with trying to set up the right context and explain your goals and ensure it has the right tools, etc. etc. Sometimes the payoff is massive, other times it's like "I could have done this myself faster". It takes time to build an intuition for which is which, and I'm constantly having to tune that heuristic as new models and tools come out.
nathanfig
·w zeszłym roku·discuss
Yeah, the social problem of "how do we use technology well" persists.
nathanfig
·w zeszłym roku·discuss
Can you elaborate? I might agree, I'm just curious what you mean.
nathanfig
·w zeszłym roku·discuss
Yeah in fact I think we are going through some major upheaval in development practices because we haven't yet figured out what constraints to put in our use of AI, and so plastering it everywhere we trip ourselves up. It took a while to figure out that private members were useful and GOTO is harmful despite how tempting it might be.

I think similarly we will find that using AI to take shortcuts around design is mostly harmful, but using it to fulfill interfaces is brilliant. Eventually a set of best practices will evolve.
nathanfig
·w zeszłym roku·discuss
Because they are already useful for programming and unlikely to get worse!
nathanfig
·w zeszłym roku·discuss
Sounds a lot like "nothing ever happens"?
nathanfig
·w zeszłym roku·discuss
Reduced costs does not necessarily equal reduced wages, but I see what you're saying. As others have pointed out, making cameras more accessible made photography more competitive.

It may be in the end that software developers make less money even as more jobs become available.
nathanfig
·w zeszłym roku·discuss
And worrying. LLMs don't fed themselves, we need people to continue sharing solutions. I've contributed some popular answers on SO myself and am happy that an LLM can use that in its training, but rarely go to SO myself anymore.
nathanfig
·w zeszłym roku·discuss
I'm finding 2.4% unemployment rate for software developers: https://money.usnews.com/careers/best-jobs/software-develope...

Regardless of the true number, you're right that no amount of reasoning on paper "why" we should be employed matters if the reality is different; which it clearly is for a lot of people. Reality decides in the end.

A more accurate title might have been "Why AI is a reason to become a software developer" - since the topic I discuss is entirely AI and its effects on the field, and there might be entirely non-AI reasons for not going into software.
nathanfig
·w zeszłym roku·discuss
Yeah, with current-state AI I foresee more such opportunities.
nathanfig
·w zeszłym roku·discuss
Yes, if you built your career on FrontPage you have probably had a bad time. Many such cases.

That said, even if the specific products like Cursor or ChatGPT are not here in 5 years, I am confident we are not going to collectively dismiss the utility of LLMs.
nathanfig
·w zeszłym roku·discuss
Really! That could make for some really interesting stories. Fascinating to think of LLMs as a customer acquisition pipeline for developers.
nathanfig
·w zeszłym roku·discuss
Claude made this point while reviewing my blog for me: the mechanization of farms created a whole lot more specialization of roles. The person editing CAD diagrams of next year's combine harvester may not be a farmer strictly speaking, but farming is still where their livelihood comes from.
nathanfig
·w zeszłym roku·discuss
Yeah I think the combine-harvester analogy is tempting because it's so easy to visualize how wheat can scale over a big square field and project that visual onto lines of code generated on a big square screen... forgetting that lines-of-code-generated is not inherently useful.
nathanfig
·w zeszłym roku·discuss
An interesting parallel because there were undoubtedly some people who worried we would lose something important in the craft of instruction-level programming, and almost certainly we have in relative terms. But in absolute numbers I am confident we have more low-level programmers than we did before Fortran.

And if I were to jump into instruction-level programming today I would start by asking an LLM where to begin...
nathanfig
·w zeszłym roku·discuss
I also remember this! Maybe a subconscious influence
nathanfig
·w zeszłym roku·discuss
Thanks!