Generative Aesthetics: On formal stuckness in AI verse | Published in Journal of Cultural Analytics
By Ryan Heuser. This paper examines the formal and aesthetic patterns of AI-generated poems through a series of computational experiments.
Excited to share my latest publication, "Generative Aesthetics: On formal stuckness in AI verse." It's published in a special issue in the Journal of Cultural Analytics, expertly edited by Tess McNulty and Laura Chapot, on "Computation and Form, Reconsidered."
culturalanalytics.org/article/1448...
13.10.2025 15:50 β π 37 π 17 π¬ 2 π 1
I didn't take pics but the feeling of being in a group of people with no visible beginning or end was so thrilling. The opposite of online anomie, and a living counterpoint to the wary, isolated, compartmentalized world the shitheads want to make. It's simple and obvious I guess but it means a lot.
18.10.2025 22:05 β π 8383 π 1184 π¬ 70 π 27
One of my fave photos from today.
Loved that the folks leading the chants were regularly including trans rights.
WHEN TRANS RIGHTS ARE UNDER ATTACK, WHAT DO WE DO?
STAND UP FIGHT BACK!
18.10.2025 22:26 β π 895 π 200 π¬ 1 π 5
notice the general mood of the timeline? how everyone is in a good mood and thereβs a lot less misery and dooming? how thereβs a lot of βweβre going to beat these assholesβ?
anyway thatβs why these events are important
18.10.2025 18:54 β π 14835 π 3766 π¬ 51 π 110
You can't logic your way out of being burnt out. Unless you're me. Who should be able to do it and it's a personal failing that I can't
13.10.2025 21:39 β π 7614 π 2540 π¬ 53 π 63
One curious thing on this site about speaking out against the encroachment of LLMs is that inevitably you get accused of being anti-tech. I donβt hate technology. Iβve used machine learning in my own code before. But I also recognize that oligarchs are so hellbent on pushing this tech for a reason.
10.10.2025 03:52 β π 2473 π 529 π¬ 73 π 50
men used to get unrealistic expectations from porn and women used to get them from romance books. now everyone gets them from playing immersive 100 hour videogames where an elf with a shadowy past comes to know love again through your shared adventure and offers up their glistening elf body to you
17.08.2025 22:27 β π 3154 π 538 π¬ 19 π 27
Welcome to GA! Salary compression and erosion of tenure in the USG suck but on the whole itβs a decent place to work for faculty (academic staff are in a tougher spot). Feels way better than FL or TX right now.
06.10.2025 18:16 β π 3 π 0 π¬ 0 π 0
really should get around to writing my take that "AI uprising/robot uprising" fiction is just barely sublimated fear of domestic slave revolt
05.10.2025 17:09 β π 2047 π 303 π¬ 63 π 18
Iβll add their print version is also fantastic to have lying around the apartment! Just apart from the ideas the physical object is pretty well put together and a pleasure to pick up.
01.10.2025 13:00 β π 3 π 0 π¬ 0 π 0
perfect. this is it.
ai is a political project, arguing about its usefulness as an office tool misses the point
30.09.2025 22:29 β π 206 π 100 π¬ 9 π 0
This one is great. Itβs deep but itβs got all these little flourishes, like the little oh-h at 2:03 and 4:56. Straight to the gym playlist.
30.09.2025 18:57 β π 1 π 0 π¬ 1 π 0
i made a helpful reference
24.09.2025 15:23 β π 3289 π 1387 π¬ 35 π 72
Β«Mausoleum of false memoriesΒ» is a great way to put it. Does this kind of AI slop really trigger fond memories of shopping at Walmart? To me, it seems almost like second-order nostalgia, not a longing for an imaginary better past, but an unfulfilled desire for something worth remembering at all
29.09.2025 17:53 β π 147 π 28 π¬ 9 π 1
working on a new unified theory of american reality i'm calling "everyone is twelve now"
08.09.2025 00:37 β π 12434 π 2533 π¬ 105 π 167
Bonus panel here: www.smbc-comics.com/comic/xx
#smbc
25.09.2025 16:26 β π 353 π 75 π¬ 18 π 8
Too late, Batman. Once this Tylenol floods the city's water supply, my wiki won't run out of editors ever again
22.09.2025 21:54 β π 19163 π 5550 π¬ 49 π 55
What is the angle with right-coded concern about human trafficking? Iβve run into it a couple of times with my students oddly. Given epistemic divergence Iβm sure their definition differs from mine but Iβve never quite been able to figure it out.
22.09.2025 22:47 β π 0 π 0 π¬ 1 π 0
Ooh this could be helpful for better understanding my partnerβs food aversions. I get some of them but it would be nice to have a more systemic view and a plan to work around them for shared meals. Checking it out!
22.09.2025 03:08 β π 6 π 0 π¬ 1 π 0
I Am An AI Hater
I am an AI hater. This is considered rude, but I do not care, because I am a hater.
This one was a few weeks ago but itβs worth revisiting regularly.
18.09.2025 18:11 β π 6 π 0 π¬ 1 π 0
[the shooter is unidentified] the left must be purged with the sword
[the shooter is, again, a compulsive masturbator who loved Hitler] I believe it was pascal who said that the heart has reasons that reason may not know
12.09.2025 21:22 β π 9908 π 2188 π¬ 22 π 13
Not beating the βxennials are a distinct cohortβ allegations any time soon huh
11.09.2025 16:56 β π 3 π 0 π¬ 0 π 0
I want to once again reiterate what I said earlier. The reason the vast majority of Democratic and so-called centrist elites have acquiesced over and over again is that they are COMPLICIT. Because they actually know that direct confrontation is how you defeat fascists and choose not to do it.
10.09.2025 15:43 β π 4263 π 1302 π¬ 17 π 0
Quote by Marcus Aurelius βyou are not compelled to form any opinion about this matter before you, nor to disturb your peace of mind at all. Things in themselves have no power to extort a verdict from you.β
Marcus Aurelius gives us all permission to occasionally shut up.
10.09.2025 19:01 β π 8 π 2 π¬ 1 π 0
chatgpt is much like an improv comedy group
1) you are the audience, giving it prompts
2) it produces things roughly shaped like your prompt
3) it is trained to respond with Yes, And
4) it has the factual accuracy of improv
5) it does not understand comedy
16.07.2025 21:21 β π 1288 π 348 π¬ 24 π 29
But what iseducation? Embodied and enactive cognitive sciences remind us that knowledge is not something discrete that an individual possesses and passes down but an inherently dynamic and evolving endeavour that develops in the process of embodied, curious and engaged interaction through dialogue. The pinnacle of cognition, particularly βhuman knowingβ, is inextricably interwoven with interactions we engage in
with each other and the physical, cultural and social world we inhabit, βso much so that individuals are not thinkable outside of their interactions and embeddedness in their (social) worldβ (De Jaegher, 2019). Dialogic models of knowledge and education emphasize that interactions between a student and teacher and/or peer provide βscaffoldingβ for how that child understands the world. The always in flux, active and continually transforming nature of human cognition necessitates that education be fundamentally an ongoing activity. Far from the reductionist view whereby βformal knowledgeβ can be packaged and acquired from an LLM, the classroom is an environment where love, trust, empathy, care and humility are fostered and mutually cultivated through dialogical interactions
In this short piece, I lean on embodied cog sci to argue that we should refuse & resist llms in education (pp. 53-58) unesdoc.unesco.org/in/documentV...
"the classroom is an environment where love, trust, empathy, care & humility are fostered & mutually cultivated through dialogical interactions"
07.09.2025 10:06 β π 569 π 223 π¬ 19 π 27
The big tension in modern right wing circles is how you can square a minimal administrative and welfare state with a maximal security state and the answer is that both make perfect sense in a country that isn't a democracy
08.09.2025 21:57 β π 319 π 61 π¬ 4 π 1
Brendan Fraser is an interesting actor with some depth. If Hikari can subvert that trope or play with it a little bit this could be really good.
08.09.2025 14:14 β π 2 π 0 π¬ 1 π 0
Itβs crazy how good and prescient it is. A banger even by the high standards of The Dig.
04.09.2025 15:11 β π 2 π 0 π¬ 0 π 0
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