I've been thinking a lot lately about the art education I got 20 years ago, and the importance that was placed upon learning how to really see what is in front of you, how to deconstruct the technical aspects of other works, looking at a lot of art, collecting good reference images, and talking about art.
This process is really important for developing and maintaining the technical skills of working in traditional media, because if you are not able to establish cultural and observational reference points you lose the ability to "see" as you work. Like, after you have been working on something for several hours everything sorta looks correct and wrong at the same time, and if you don't have something to ground it you'll drift in ways you don't want to.
It is also a really important set of skills for learning, because you can go to an art museum and look at works that inspire you and figure out (or make an educated guess at) the technical processes that their author used to make them, and then you can apply your learnings to making something new. You don't go to the museum to find things to copy without understanding.
One of my peers from that art program once remarked to me that she's seen interesting things happen in the works of artists that either don't have this training or only reference art made by other amateurs - work that is not anchored in either a cultural tradition or naturalistic observation or both tends to drift in strange ways
the example she gave was a self taught artist who only referenced manga, but was not familiar with the techniques or anchors the mangaka they were copying themselves knew, and so said artist's style ended up exaggerating all of the stylistic elements of the manga they were referencing
my point to all of this is, I don't at all believe you can look at / watch / read / listen to something and not be changed by it even in a small way. the human brain is a hungry for patterns to learn from, and everything you learn is eventually pruned or mutated through continuous re-encoding. you need to keep absorbing high quality examples and information throughout your career to preserve your skills. I think this applies generally.
this is why I think slop is so damaging, especially so as it gets harder to spot, because you're feeding yourself with vacuous garbage that superficially resembles information. if you accept it as valid, every related skill that you've worked hard to sharpen up to that point is fundamentally at risk because as they get re-encoded they will be adapted to accommodate the miscategorized noise.
now, not everything you see in the world is going to help your career as an artist, and I think it's true that there's plenty of things you can internalize that are destructive to your ability to make the things you want to make. that sounds pretentious, but I don't think it is: a simple example is internalizing the idea that you shouldn't make art because you don't already have the skills to do it with perfection is effective at preventing many from ever developing those skills.
anyways, my conclusion from this right now is it may be a good idea as a professional programmer who wishes to retain her hard earned skills, to make a regular habit of going to the museum as it were~~regularly reading the source code of successful projects that have non-superficial high standards, understanding how it works, why it works, why it is the way it is, and also looking at the history of how it grew over time.
I say "non-superficial" because strict adherence to a random grab bag of engineering best practices is not holding yourself to high standards if you don't understand any of them. That's just posturing.

@aeva These last few years have broken something deep within me and I have no idea what to do with myself now.

It's not about the generative whatever particularly, that's certainly not helped but it's mostly yet another manifestation of something that's been eating at me for way longer.

@aeva I want to understand, and to be understood.

That's not the only thing about me, but it's a core tenet about my personality and my construction of identity.

Almost everything I do flows from that in one way or another.

That's why I default to these long, rambling info-dumps, for example.

@aeva Probably my most formative single childhood experience is, over and over and over again, running into and beyond the limits of what my parents were able to explain to me (they really tried, but especially pre-internet, which this was, you run into a wall of how many difficult research-requiring questions of a precocious child you can actually answer in any given day), and likewise, my continuing inability to explain what's in my head.

@aeva My parents were gracious about this, other adults in my life, less so.

Shout-out to the teachers at my nursery school who decided that a 4yo couldn't possibly actually want to know how a differential transmission worked and that therefore I must be some attention-whoring little bitch who loves to pick up words I don't understand and who should really shut the fuck up. (Not in those words, mind - this was a CATHOLIC pre-school! - but the sentiment was there.)

@aeva er, lots more to unpack there I guess (not for here!) but suffice it to say that the preemptive infodumping is a tic I picked up right around that time (I was verbal pretty early, but the infodumping started then - there's "video evidence" from my uncle, who had a camcorder. Very clear diff between me before/after entering nursery school).

So, er, yeah. Some damage there. Anyway, the over-explaining/desperately wanting to be understood has _deep_ roots.

@aeva More to the actual point, like it or not, this has just turned into a schema of what I look for in personal relationships.

(It's just been really hard all my life to find anyone who can actually follow along when I get going.)

Anyway. What does this have to do with the current mess? I'm getting there, but first another, much more recent episode.

@aeva This was a few years ago, on Twitter.

A mutual, who I'd met in person, replied to me posting a link to a new blog post with something to the effect of "Oh great! Always love your posts. Usually don't understand a word though."

They thought they were giving me a compliment, what they actually gave me were the seeds of an existential crisis.

And I know it was hyperbole, but the "don't understand a word" has been living rent-free in my head ever since.

@aeva It's one thing if at some point two thirds through a post I go off on some tangent that matters to me but that 95% of readers don't care about.

But "don't understand a word"? I really, _really_ try to make my technical writing as clear as I know how to and if the end result is, apparently, incomprehensible gobbledygook, then what the fuck is the point of writing any of it in the first place?

@aeva So that's _that_ light-hearted tangent.

Now, finally, on to my actual point.

As alluded to in both of these digressions, I deeply care both about understanding what I am doing, and about being understood.

Often to my detriment. I shouldn't care as much as I do. It's not something I can turn off. And like it or not, it's directly intertwined with my need for human connection.

@aeva Figuring out a solution to a problem, having a seed of understanding within it, and getting to share that seed with others is, not to mince words, the only reason I put up with any of this shit.

A friend mentioned his pet theory a while back that shepherding LLMs sucks for people who like programming because that means now they have to be managers and that's a different skill set.

@aeva That's not _entirely_ wrong but it's missing the point by a mile if you ask me.

It _is_ a different kind of activity, but it's not "management" either.

You get to play-act as the world's worst micro-manager constantly telling your "agents", who never learn a damn thing, to try again.

Mentoring or managing somebody (hopefully!) involves some kind of development where they learn something and grow into their position.

@aeva That's not what's happening here.

You're in a groundhog day loop with an intern with infinite stamina, ADHD and hopped up on 3 cans of Monster Energy cranking out piles of code between bouts of tachycardia, and every hour they hit the neuralyzer and need everything explained all over again.

I don't know what ring of hell exactly this is, but it _is_ a ring of hell, and it's not "management" by any sane definition of the term.

@aeva Mind, I'm not actually doing any of this stuff. But. BUT.

There are _so many_ people around me who are, apparently, dead set on treating the scenario I just described like it's a desirable outcome instead of a dystopian nightmare, and actively working towards it.

I guess if you treat programs as some necessary evil that's a speed barrier between you and all your glorious plans working out, there's some sense to that.

@aeva It just so happens to be that if you're some misguided rube like me, apparently, who cares about how programs can be some concrete embodiment of entirely abstract ideas that you could otherwise never communicate to anyone, this is just casually shitting on your life's work and going "yeah who needs THAT".

And I _hate_ how this sounds melodramatic and petty but I have no other words for it.

@aeva This is not about the tools themselves. There's _so many_ problems there, and much has been written about it, but that's not what I'm getting at.

The thing that's _really_ getting to me is just how much of the SW world, including so many people around me, is going "oh yes, finally" about this.

I've always felt pretty alone in my caring about things the way I do but was telling myself that I did find my people who care about things the same way in the end. Evidently, no.

@rygorous all of this resonates. There (still?) are people in SW world who care about things very deeply. Maybe dozens of them!

btw, I am reading your posts or info-dump threads here or on slack, and I do understand everything!

@aras @rygorous I think I am lucky in that most LLMs fill me with a visceral sort of body-horror disgust - deep in the Uncanny Valley. It means I don't have to think too much about the consequences of their adoption because I just fucking can't, and I don't have to have some tedious "logical" argument about it. If that means I can't work - oh well, fuck the industry, hermit time.

@TomF @aras You know The Neverending Story? Either the book or the movie, for this part?

So there's this famous scene in the climax of the movie (which is about 1/3rd into the book), where the protagonist (Atreyu) and his horse are stuck in the "swamp of sadness" and the horse is slowly sinking into the swamp and drowning.

This scene has "traumatized" (in the TikTok sense, i.e., given The Sad, not actually traumatized) a generation of kids.

@TomF @aras In the film, it's a pretty messed-up scene, but it works, it's certainly memorable, it does what it needs to do, and I don't subscribe to the idea that "children's" media should sugarcoat things like this, because sometimes fucked up stuff does happen. Anyway, tangent.

The actual reason I bring this up is context, and especially the version of this in the book that hits even harder. Believe it or not, the film version is _really_ pulling its punches.

@TomF @aras In the book, the horse (Artax) can talk, and as it's sinking into the swamp of sadness (exactly what it sounds like), it's telling Atreyu how actually it just wants to die, and to please let it sink.

And the wider context is that at the time Fantastica (Phantasien in German) is slowly disappearing into The Nothing and as I recall (it's been a while) at the time that Swamp is on the edge of The Nothing that is slowly eating up everything.

@TomF @aras That's sort of what this all feels like. Just hanging out having a drink at the edge of the Swamp of Sadness gazing into The Nothing.

wheee

@TomF @aras (also, "this is not for kids", shut up, it's great. Nor is this at all the conclusion or even primary direction of the book. It's just a dark night of the soul to remember. I can thoroughly recommend the book. "Momo", also by Michael Ende, too.)

@rygorous @TomF @aras Now contrast this to the hitchhiker's guide, and the cow offering to slaughter itself humanely at the end of the universe.

There were a few years between my reading those scenes, but yeah.

@rygorous @aras I do wonder if I'm a little more resilient because of my terrible memory. I forget stuff all the time. What I mainly remember is that I *did* know something, and that I *could* know it again. Actually knowing it right now - I'm perfectly used to that not being the case for plenty of things.
@rygorous @aras
But it means that this state of mind is, I think, very similar to people who "solve" problems using things like LLMs, in that hey - we both got the job done without really understanding why and how it got done. We're just using a recipe. The only difference is - I know I did know why, and could know why, it's just slipped my mind for now. So I have a little empathy for that pragmatic view. I said a LITTLE. It's very small :-)
@rygorous @aras Maybe what you need is to write some TIC-80 code on a Python emulator running on AWS. That'll teach you not to try to drill down to the metal, and learn to just enjoy the ride in blissful ignorance.