[HN Gopher] AI poetry is indistinguishable from human poetry and...
       ___________________________________________________________________
        
       AI poetry is indistinguishable from human poetry and is rated more
       favorably
        
       Author : lr0
       Score  : 70 points
       Date   : 2024-12-03 15:06 UTC (7 hours ago)
        
 (HTM) web link (www.nature.com)
 (TXT) w3m dump (www.nature.com)
        
       | atomsatomsatoms wrote:
       | Are we just deluding ourselves by thinking this won't happen in
       | every single domain of human endeavor?
        
         | ranger_danger wrote:
         | What smart person thinks it won't?
        
           | shiandow wrote:
           | More importantly, what do the AIs think?
        
         | swayvil wrote:
         | Every domain where the judgment comes from the 99%, sure. The
         | 99% is uncultivated.
        
           | Filligree wrote:
           | "Stop liking things that look good, guys!"
        
         | gear54rus wrote:
         | Eventually for various definitions of eventually (most of which
         | denote a time period longer than your life).
         | 
         | Longer, if they keep diluting the term and selling shit labeled
         | as AI.
        
         | jebarker wrote:
         | I believe this will happen in many human domains, but it
         | doesn't really matter. Nobody is going to stop writing poetry
         | because of this and I doubt there's much of an audience for AI
         | generated poetry.
        
           | ndileas wrote:
           | There's really not much an audience for human poetry either
           | (if you exclude music lyrics).
        
         | aithrowawaycomm wrote:
         | We're deluding ourselves by thinking it's happening to poetry!
         | This study is ignorant and dishonest, it should have never been
         | published in the first place:
         | https://cs.nyu.edu/~davise/papers/GPT-Poetry.pdf
         | 
         | AI research is worse than all the social sciences combined when
         | it comes to provocative titles/abstracts that are not supported
         | by the actual data.
        
         | uludag wrote:
         | There are forms of poetry/art/etc. that we've never thought of,
         | that have never been conceived before. An LLM being what it is
         | won't conceive these. Humans will continue to generate language
         | the pattern/structure/meaning of which has never been generated
         | by LLMs before.
         | 
         | Thought experiment to prove this: if you trained an LLM on
         | every utterance of human language before the 5th century BC
         | would you get any idea we would recognize as modern?
        
         | npinsker wrote:
         | I can't think of a single area, other than a subset of games,
         | where domain experts have been outclassed by AI.
        
           | empath75 wrote:
           | I think that's the wrong perspective on it. People want to
           | compare how an AI does at one thing to how the best people in
           | the world do at that thing.
           | 
           | What you really want to do is compare how good the AI is at
           | that thing compared to the _average person_ at that thing,
           | and I would guess that generative AI outclasses the average
           | human at almost every task that it's even moderately
           | competent at.
           | 
           | People like to point out how it can't pass the bar exam or
           | answer simple math questions or whatever, and how that
           | _proves_ that it's not intelligent or can't use reasoning
           | when _most people_ would also fail at the same tasks.
           | 
           | Almost all the Gen AI models already have super human
           | competency if you judge it across _everything it can do_.
        
       | jebarker wrote:
       | I wonder how well experts in poetry would do? It seems like a
       | strange area to use non-expert humans for evaluation because
       | these days most people reading any poetry are at least
       | enthusiasts.
        
       | swayvil wrote:
       | McDonald's hamburgers are rated favorably too.
        
       | graemep wrote:
       | The headline is misleading. The actual text says:
       | 
       | > Notably, participants were more likely to judge AI-generated
       | poems as human-authored than actual human-authored poems
       | 
       | There is clearly a significant difference between AI generated
       | poems and human generated poems.
       | 
       | A random group of people probably do not read poetry. It would be
       | be interesting to see what people who do read poetry regularly do
       | on this. Also, which they rate as good, rather than just "human
       | authored".
       | 
       | I find with both the little AI generated poetry, and the AI
       | generated paintings that show up in my FB feed, both look a bit
       | rubbish. FB is pretty good for experiencing this because the work
       | (usually an image) shows before the cues that it is AI generated
       | in the text and comments.
        
         | SketchySeaBeast wrote:
         | I'm reminded of how people are bad at generating and
         | recognizing truly random patterns. I imagine the famous poets
         | have something in their writing that's an outlier. I wonder if
         | the human-authored poetry looks odd enough to cause problems
         | with our fake detectors, while the mediocre grey goo that AI
         | creates better fits expectations.
        
         | macNchz wrote:
         | As someone who reads poetry regularly and has played around a
         | bit with AI-generated poems, AI poems can be quite impressive,
         | but have a certain blandness to them. I can see them conforming
         | very well to the average person's concept of what a poem is,
         | whereas the human written poems might be less pleasingly
         | perfect and average, more stylistically and structurally
         | experimental etc. The LLM version is less likely to play with
         | the rules and expectations for the medium, and more likely to
         | produce something average and "correct", which makes some
         | intuitive sense given the way it works.
        
         | thomasfromcdnjs wrote:
         | Anecdote incoming - I read poetry, weekly if you will, over
         | about 15 years now.
         | 
         | I also play with LLM's often, for creative side projects and
         | work commercially with them (prompt engineering stuff)
         | 
         | I don't find it far fetched that individual poetry can be
         | indistinguishable at times when AI generated. I was asking it
         | to write in iambic pentameter (sonnets) and it consistenly got
         | the structure right, it's approach to the provided themes were
         | as complicated or glib as I wanted. But that's all subjective
         | right, which leads me to my main point.
         | 
         | My view of poetry over the years, has always been centred
         | around the poet, the poet living in a time and place. As a
         | generalisation most people buy into the artists life because it
         | may represent some part of themself.
         | 
         | If someone managed to write an intriguing corpus of texts using
         | LLM's that was extolled, I think that would almost be besides
         | the point. What is important is the narrators life, ups and
         | downs, joys and woes. Their ability to convey a memorable story
         | even heavily relying on AI would still be impressive. Anyway
         | sounding a bit wanky I will stop lol
         | 
         | (I do think LLM's write a little too perfect and that is easy
         | to think it is not human, but you can kinda prompt them to
         | throw in errors too so who knows)
        
       | onetokeoverthe wrote:
       | poetry readings in person. no robots allowed.
        
         | declan_roberts wrote:
         | Only read old fiction and poetry.
        
           | onetokeoverthe wrote:
           | young new poets.
           | 
           | will read aloud in bars, cafes, and hidden meadows.
           | 
           | no phones allowed.
        
       | Brian_K_White wrote:
       | AI poetry IS human poetry.
        
       | exabrial wrote:
       | I don't need an AI to do art so I can wash the dishes.
       | 
       | I need an AI that can do the dishes so I can do art.
       | 
       | - Someone else on twitter.
        
         | tombert wrote:
         | I think this line of reasoning is really bizarre, as if there's
         | this straight-line path of progress, and then we stop the
         | second it starts doing shit that we consider "fun".
         | 
         | Who is to say that "washing dishes" (to use your example) is a
         | less complicated problem than art, at least in regards to
         | robotics and the like?
        
           | tanseydavid wrote:
           | Washing dishes can be a creative act (but it depends a lot on
           | who is doing it).
        
             | jnordwick wrote:
             | https://www.youtube.com/watch?v=wn8XFiAwLkM
        
               | tanseydavid wrote:
               | Yes, exactly like that...dishwashing as _creative
               | destruction_.
               | 
               | Thanks for that.
        
           | bangaroo wrote:
           | it's not a matter of what's complicated, it's a matter of
           | what it replaces. the quote isn't reflecting on what's
           | easiest to solve, it's reflecting on the impact that it has
           | on culture as a whole.
           | 
           | a tangible impact of the current generation of AI tools is
           | they displace and drown out human creations in a flood of
           | throwaway, meaningless garbage. this is amplifying the
           | ongoing conversion of art into "content" that's interacted
           | with in extremely superficial and thoughtless ways.
           | 
           | just because something _can_ be automated doesn't mean it
           | _should_ be. we actively lose something when human creativity
           | is replaced with algorithmically generated content because
           | human creativity is as much a reflection of the state of the
           | art as it is a reflection of the inner life of the person who
           | engages in it. it's a way to learn about one another.
           | 
           | in the context of the broader discussion of "does greater
           | efficiency everywhere actually have any benefit beyond
           | increasing profits," the type of thing being made efficient
           | matters. we don't need more efficient poetry, and the promise
           | of automation and AI should be that it allows us to shrug off
           | things that aren't fulfilling - washing dishes, cleaning the
           | house, so on - and focus on things that are fulfilling and
           | meaningful.
           | 
           | the net impact of these technologies has largely been to
           | devalue or eliminate human beings working in creative roles,
           | people whose work has already largely been devalued and
           | minimized.
           | 
           | it's totally akin to "where's my flying car?" nobody actually
           | cares about the flying car, the point is that as technology
           | marches on, things seem to universally get worse and it's
           | often unclear who the new development is benefitting.
        
             | tombert wrote:
             | I'll agree that AI has flooded the internet with low-effort
             | slop. I feel like I can make a pretty strong argument that
             | this isn't new, low-effort SEO spam has been a thing for
             | almost as long as search engines have, but it does seem
             | like ChatGPT (and its ilk) has brought that to 11.
             | 
             | > just because something _can_ be automated doesn't mean it
             | _should_ be.
             | 
             | I guess agree to disagree on that. If a machine can do
             | something better that a human, then the machine should do
             | it so that the human can focus on stuff that machines can't
             | do as easily.
        
               | bluefirebrand wrote:
               | > I guess agree to disagree on that. If a machine can do
               | something better that a human, then the machine should do
               | it so that the human can focus on stuff that machines
               | can't do as easily
               | 
               | Machines exist for the pleasure of humans, not the other
               | way around
               | 
               | This isn't some kind of "division of labour, we both have
               | strengths and weaknesses and we should leverage them to
               | fill pur roles best" situation
               | 
               | Machines are tools for humans to use. Humans should not
               | care about "doing the things the machines aren't good
               | at". All that matters is can machines do something that
               | humans do not want to do. If they can't, they aren't a
               | useful machine
               | 
               | Replacing humans in areas that humans are passionate
               | about, forcing humans to compete with machines, is
               | frankly inhuman
        
               | tombert wrote:
               | > Replacing humans in areas that humans are passionate
               | about, forcing humans to compete with machines, is
               | frankly inhuman
               | 
               | I don't think it's going to "force" anyone out. We didn't
               | suddenly fire all the artists the second that the camera
               | was invented. We didn't stop paying for live concerts the
               | moment that recorded music was available to purchase.
               | 
               | > Machines exist for the pleasure of humans, not the
               | other way around
               | 
               | I am not good at art. I find it pleasurable to be able to
               | generate a picture in a few seconds that I can use for
               | stuff. It allows me to focus on other things that I find
               | fun instead of opening up CorelPainter and spending hours
               | on something that won't look as good as the AI stuff.
               | 
               | I could of course hire someone to do the art for me, but
               | that cost money that I don't really have. The anti-AI
               | people who just parrot "JUST PAY AN ARTIST LOLOLOL!" are
               | dumb if they think that most people just have cash lying
               | around to spend on random bits of custom art.
               | 
               | Last time I checked, I am human. The AI art manages to
               | allow me to enjoy things I wouldn't have been able to
               | easily achieve before.
        
               | robertlagrant wrote:
               | > Machines exist for the pleasure of humans, not the
               | other way around
               | 
               | No one's saying that. And a machine making a painting is
               | never going to stop a human from doing so.
        
           | jklinger410 wrote:
           | > as if there's this straight-line path of progress
           | 
           | I think your rebuttal is really bizarre. OP is simply saying
           | what they want AI to do.
           | 
           | > Who is to say that "washing dishes" (to use your example)
           | is a less complicated problem than art
           | 
           | I think dish washing is a bad example, because we have
           | dishwashers. But until the market brings AI and robotic
           | solutions to market at an affordable cost that actually
           | fulfill most people's needs, it will continue to be a net
           | drain on the average person.
           | 
           | You don't get to tell people what they want or need.
        
             | tombert wrote:
             | I guess what I was getting at (and I'll acknowledge that I
             | didn't word it as well as I should), is something along the
             | lines of: "what if automating art is a necessary step if we
             | want to automate the boring stuff?"
        
               | jklinger410 wrote:
               | I think you are probably right. But what is really
               | frustrating about this is the lack of alignment on what
               | people want vs what industries need.
               | 
               | We talk so much about how capitalism is built around
               | people's needs, but that betrays another reality, which
               | is that people only get what capitalism produces.
               | 
               | If we were a planned economy we could skip right to an
               | android in everyone's homes. But we wouldn't even have
               | the tech for the android with a planned economy. So
               | instead, we have to feed capitalism what it needs so it
               | can innovate. Which sometimes is just a net loss for
               | everyone in the meantime.
        
           | layer8 wrote:
           | The comment you're replying to doesn't offer any line of
           | reasoning. They're expressing a preference regarding what
           | they would find beneficial.
        
         | glitchc wrote:
         | Maybe washing dishes is harder than doing art, who knew?
        
           | tombert wrote:
           | I honestly think that there might be some truth to that.
           | 
           | If you look at Boston Dynamics, these are some of the very
           | best roboticists on the planet, and it's taken _decades_ to
           | get robots that can walk almost as well as humans. I don 't
           | think it's incompetence on Boston Dynamics' end, I think it
           | turns out that a lot of the stuff that's trivial and
           | instinctual for us is actually ridiculously expensive to try
           | and do on a computer.
           | 
           | Washing dishes might not be the best example because
           | dishwashers do already exist, and they work pretty well, but
           | having a robot with anywhere near the same level of
           | flexibility and performance as a human hand? I'm not going to
           | say it's impossible obviously, but it seems ridiculously
           | complex.
        
             | freejazz wrote:
             | And those robots can paint like a good painter??
        
               | tombert wrote:
               | Probably not, but the difference is that we can generate
               | art at the "pixel" level instead of the "hand" level. Not
               | really a way to do that for most other stuff.
        
         | temporarara wrote:
         | Washing dishes is more human and certainly more important than
         | doing art.
        
           | ndileas wrote:
           | Would you rather wash the dishes than enjoy a favorite book,
           | or piece of music or whatever form of art best floats your
           | boat? Seriously?
        
       | tokai wrote:
       | I bet AI can write better clickbait titles than human editors.
        
       | thuuuomas wrote:
       | These results speak towards the absence of an audience for poetry
       | as much as they do the aptitude of LLMs for creative writing.
        
       | salmonfamine wrote:
       | > Despite this success, evidence about non-experts' ability to
       | distinguish AI-generated poetry has been mixed. Non-experts in
       | poetry may use different cues, and be less familiar with the
       | structural requirements of rhyme and meter, than experts in
       | poetry or poetry generation. Gunser and colleagues14 and Rahmeh15
       | find that human-written poems are evaluated more positively than
       | AI-generated poems. Kobis and Mossink16 finds that when a human
       | chooses the best AI-generated poem ("human-in-the-loop")
       | participants cannot distinguish AI-generated poems from human-
       | written poems, but when an AI-generated poem is chosen at random
       | ("human-out-of-the-loop"), participants are able to distinguish
       | AI-generated from human-written poems.
       | 
       | This is a huge difference. Writing is a two-step process: idea
       | generation, and selection. The first part is similar to what a
       | randomized algorithm or an LLM might do, in smaller chunks (and
       | indeed, the history of aleatoric processes in creative endeavors
       | is long -- see Oulipo for one example in literature.)
       | 
       | The second step -- selection -- is the heart of creativity. It's
       | about taste. Knowing what is and isn't "good."
       | 
       | When you consider the creative processes of Dada, Duchamp, Brian
       | Eno -- I think it becomes clear that this automation of creative
       | generation is a continuation of existing trends rather than a
       | sudden disruption.
       | 
       | If an LLM were able to, on its own, generate and select poems,
       | independently developing a new style of poetry that resonated
       | with readers -- that would be something else entirely.
        
       | ubertaco wrote:
       | Poetry, like humor, involves the _use_ of the reader 's
       | expectations, but is typically most effective when _subverting_
       | those expectations.
       | 
       | There's a lot of bad poetry in the world that just follows
       | readers' expectations. I should know, I've written some of it.
       | Unfortunately, I'd suspect that most readers' understanding of
       | poetry lacks that crucial element of subversion, and so an LLM -
       | which mostly just spits out the most-probable, most-expected next
       | token - looks like what people think poetry is.
       | 
       | An LLM would not have created the curtal sonnet form, because it
       | would've been too busy following the rules of a Shakespearean or
       | Petrarchan sonnet. Similarly, an LLM wouldn't create something
       | that intentionally breaks the pattern of a form in order to
       | convey a sense of brokenness or out-of-place-ness, because it's
       | too locked in on the most-common-denominator from previous
       | inputs. And yet, many of the most powerful works I've read are
       | the ones that can convey a disjointed feeling on purpose -
       | something an LLM is specifically geared _not_ to do.
       | 
       | Poetry aims for the heart, and catches the mind along the way. An
       | LLM does not have the requisite complex emotional intelligence,
       | and is indeed a pretty poor simulation of emotional intelligence.
       | 
       | Consider Auden's _Epitaph on a Tyrant_ , which is powerful
       | because it is so suddenly shocking, as it describes something
       | that sounds perhaps like an artist or author, until it very
       | suddenly doesn't, on the last line:                   Perfection,
       | of a kind, was what he was after,         and the poetry he
       | invented was easy to understand;         he knew human folly like
       | the back of his hand,         and was greatly interested in
       | armies and fleets;         when he laughed, respectable senators
       | burst with laughter,         and when he cried the little
       | children died in the streets.
        
         | Ylpertnodi wrote:
         | >There's a lot of bad poetry in the world that just follows
         | readers' expectations. I should know, I've written some of it.
         | 
         | Apparently, in 'the good old days (of the internet)', your
         | poetry would be published by yourself, on your webpage -
         | complete with a starry-twinkling background, a 'number of
         | visitors' counter in the bottom right, and in a pink font.
         | 
         | I miss those days.
        
           | frumper wrote:
           | don't forget the auto-playing MIDI music playing in the
           | background
        
         | hgomersall wrote:
         | It can be obvious and go to the heart. I'm not sure Wilfred
         | Owen's _Dulce et decorum est_ is anything other than straight
         | down the line, but it made me cry when I first read it.
         | 
         | That said, maybe the subversion is in how the reality is
         | contrasted with the marketing.
        
           | npinsker wrote:
           | I see 'subversion' as more broad. In good poetry, subversion
           | is constantly happening at a micro level, through playing
           | with meaning, meter, word choice. I think it's very easy to
           | identify AI-generated poetry because it lacks any of that --
           | but on the flip side, if you don't understand the rules, you
           | don't understand how to subvert them.
           | 
           | Even in _Dulce et decorum est_ -- though the meaning 's
           | straightforward, there are plenty of small, subversive (and
           | pretty) ideas in the meter. For example, the line "He plunges
           | at me, guttering, choking, drowning" is an unexpected,
           | disruptive staccato that _really sounds_ like guttering,
           | choking, drowning. It 's a beautiful poem and is overflowing
           | with such examples.
           | 
           | (I think this applies to art as a whole, not just poetry.)
        
         | magicalhippo wrote:
         | > Consider Auden's Epitaph on a Tyrant, which is powerful
         | because it is so suddenly shocking
         | 
         | Not very, given the title...
         | 
         | Should be noted I do my best to avoid trailers, they totally
         | spoil movies/shows for me.
        
         | ilaksh wrote:
         | One could literally take Claude 3.5 Sonnet New or o1-preview
         | and disprove this in an hour or two just by prompting the AI to
         | try to exhibit the type of poetry you want and then maybe
         | asking it to do a little bit of automated critique and
         | refinement.
         | 
         | You can also experiment with having a higher temperature,
         | (maybe just for the first draft).
         | 
         | You claim that LLMs can't make poetry like that. I bet they can
         | if you just ask them to.
        
       | kusokurae wrote:
       | Maybe my logic is choppy but I'm unconvinced that it is useful to
       | use (inexperienced) popular sentiment as a marker of some kind of
       | reference for cultural quality here. The average person has read
       | at most 100 poems; people who really like poetry will be reading
       | quite a bit more, and that experience has relevance in a context
       | such as this. I'm more curious what happens when we look at
       | specifically those humans who engage in substantial, regular
       | engagement with a given artform.
       | 
       | The study is interesting but that the general public enjoy the
       | most statistically calculated, 50% grey inoffensive,
       | unchallenging & formulaic poetry isn't too novel -- I don't much
       | read poetry and I'm sure I'd be voting for the AI also.
        
         | MR4D wrote:
         | Just for fun, I had ChatGPT rewrite your comment as a poem.
         | Here's the result:
         | 
         | --------
         | 
         | My logic may be choppy, but I'm not yet sold, That popular
         | sentiment should be the gold, For judging culture's worth or
         | depth or art, When most have seen so little, played no part.
         | 
         | The average person, read just a hundred lines, While those who
         | love the craft cross many signs, With pages turned, they gain a
         | richer view, That shapes what art they'll seek, and how they
         | choose.
         | 
         | The study's neat, but here's what I believe: The crowd enjoys
         | the safe, the bland, the brief-- The 50% grey, inoffensive way,
         | The formulaic poems that softly sway.
         | 
         | I don't read much myself, I must admit, But even I might find
         | that AI's wit Could speak in ways that sound like common sense,
         | But lacks the depth of art's true recompense.
        
           | pclmulqdq wrote:
           | This is a great example of a clearly very bad poem that would
           | sound "good enough" to people. Some things rhyme, but there's
           | very clearly no plan.
        
             | glitchc wrote:
             | That definition covers 90% of popular hip-hop, pop and r&b.
        
             | beezlebroxxxxxx wrote:
             | Yeah, the 1st, 2nd, and 4th, lines are very clunky and
             | sound horrible read aloud with oddly placed syllables. The
             | "view" and "choose" rhyme is horrible (the 3rd line's first
             | rhyme is barely a rhyme at all). The line breaks are just
             | as bad with poor examples of enjambment.
        
           | mda wrote:
           | Do you think this is a good poem by any measure? Imo it is
           | terrible.
        
             | MR4D wrote:
             | I think that most people would call it a good poem due to
             | its rhyming and simplistic structure.
             | 
             | It's definitely not Beowulf. I'm not a poetry expert, but
             | even I can tell it's at something like a 5th grade level.
        
           | jamespo wrote:
           | Was this with a Vogon plugin?
        
             | MR4D wrote:
             | No. Straight ChatGPT. I wasn't even logged in.
        
           | jackyinger wrote:
           | Hmm, I'm not convinced. That's just the comment in the guise
           | of poetry. There are a bunch of dangling implications in this
           | "poem" where a real master would weave the implications
           | together.
           | 
           | I guess I'd also say it is not only doing the right thing
           | that counts, one must also be doing it for the right reason.
           | 
           | AI "art" is mimicry, burdened by the inevitable mundanity of
           | the majority of its training corpus. The avant garde remains
           | exclusively the domain of a comparative handful of forward
           | thinking humans, in my humble opinion.
           | 
           | Or said another way: AI art is kitschy, and I don't think it
           | can escape it.
        
             | MR4D wrote:
             | "Kitschy". Seems like a perfect word for that!
        
           | glitchc wrote:
           | This is great, much better than expected. ChatGPT makes LLMs
           | venerated.
        
           | smitelli wrote:
           | > I don't read much myself, I must admit,
           | 
           | Just a boorish observation: It had a golden opportunity to
           | weave the word `shit` in there and yet it did not.
        
         | VoodooJuJu wrote:
         | It's completely ideal to get an average person's opinion on
         | something as primal as poetry.
         | 
         | Poetry is for everyone, not just poetry connoisseurs. It's a
         | simplified primal expression of language, taking the form of
         | pretty soundbites & snippets, pristine, virginal, uncorrupted
         | by prose and overthinking. Poetry is not the domain of
         | middlebrow academics.
        
           | pclmulqdq wrote:
           | I used to think that, but I think this is only true if you
           | want to measure broad market appeal. Very few things are
           | broadly marketable, and many of them have niches. "Middlebrow
           | academics" are the ones who go to the poetry shelf of their
           | local bookstore and pick up anthologies and they are the ones
           | who go to poetry slams, and so on.
        
       | declan_roberts wrote:
       | Another way to describe this study is "AI still not able to
       | create poetry humans view as authentic human poetry"
        
       | jklinger410 wrote:
       | A lot of good art requires a good palate. Taking random people
       | off the street and asking them about AI art is going to reveal
       | really stupid results every time.
       | 
       | If we keep doing this, the clickbait articles and research saying
       | AI can do everything better than humans will never cease.
        
       | aithrowawaycomm wrote:
       | Ernest Davis has an outstanding and definitive rebuttal of these
       | claims: https://cs.nyu.edu/~davise/papers/GPT-Poetry.pdf
       | 
       | The basic problem is that GPT generates _easy_ poetry, and the
       | authors were comparing to difficult human poets like Walt Whitman
       | and Emily Dickinson, and rating using a bunch of people who don
       | 't particuarly like poetry. If you actually _do_ like poetry,
       | comparing PlathGPT to Sylvia Plath is so offensive as to be
       | misanthropic: the human Sylvia Plath is objectively better by any
       | possible honest measure. I don 't think the authors have any
       | interest in being honest: ignorance is no excuse for something
       | like this.
       | 
       | Given the audience, it would be much more honest if the authors
       | compared with _popular_ poets, like Robert Frost, whose work is
       | sophisticated but approachable.
        
         | n4r9 wrote:
         | Huh, that sounds a little like claiming that AI can draw
         | pictures just as well as humans because they look realistic at
         | a first glance. But not if you check whether the text,
         | repetitive elements, and partially-occluded objects in the
         | background look correct.
        
           | aithrowawaycomm wrote:
           | The more basic problem is that their methodology would
           | conclude Harry Potter is better than Ulysses, AC/DC is better
           | than Carla Frey, etc etc. It is completely fine to enjoy
           | "dumb" art - I like Marvel comics and a lot of the Disney-era
           | Star Wars novels have been pretty fun. But using easiness and
           | fun as a metric of quality is simply celebrating ignorance
           | and laziness.
        
             | HPsquared wrote:
             | It's another case of the impedance mismatch between numbers
             | / KPIs etc and what might be called "lived experience".
        
         | HPsquared wrote:
         | I don't agree that it's possible to describe a piece of poetry
         | as "objectively" better or worse.
        
           | aithrowawaycomm wrote:
           | I would say Davis's definition of "objectively better" here
           | is "nobody who reads these poems carefully could possibly
           | conclude that this AI crap is better than Walt Whitman, the
           | only explanation is Walt Whitman is so difficult that the
           | raters didn't read it carefully."
           | 
           | The Nature paper is making a bold and anti-humanist claim
           | right in the headline, laundering bullshit with bad data,
           | without considering how poorly-defined the problem is. This
           | data really is awful because the subjects aren't interested
           | in reading difficult poetry. It is entirely appropriate for
           | Davis, as someone who actually is interested in good poetry,
           | to make a _qualitative_ stand as to what is or isn 't good
           | poetry and try to define the problem accordingly.
        
             | gcau wrote:
             | >This data really is awful because the subjects aren't
             | interested in reading difficult poetry.
             | 
             | If the results were the opposite, would the data still be
             | awful?
        
         | lm28469 wrote:
         | The vast majority of people seem to prefer Avengers 17 over any
         | cinematic masterpiece, the latest drake song would be better
         | rated than a Tchaikovsky... We should let them play and worship
         | chat gpt if that's what they want to waste their time on
        
           | gcau wrote:
           | I don't understand the logic of calling superhero movies
           | lesser/unserious like this, it's very snobby. Movies and
           | music are made to be entertaining, the avengers is more
           | entertaining than your "arthouse cinematic masterpiece that
           | nobody likes but it's just because they aren't smart enough
           | to understand it". It's also lazy and ignorant to ignore the
           | sheer manpower that goes into making a movie like that.
        
             | amanaplanacanal wrote:
             | Nobody likes art that requires them to think.
        
             | MathMonkeyMan wrote:
             | Movies and music are usually made to be entertaining, but
             | sometimes they're made as an artistic outlet for the
             | creator.
             | 
             | I was listening to Schoenberg's "Suite for Piano" the other
             | day. Did he make it to be entertaining? I don't know,
             | interesting maybe. I wouldn't put it on at a party.
             | 
             | It's true that snobbery is off-putting, but if you're
             | looking for artistic merit, then some works last longer
             | than others. If you're looking for something to enjoy with
             | your popcorn, then there's that too.
        
         | ksymph wrote:
         | I don't see how the authors are dishonest about it, or that the
         | rebuttal refutes any of the actual claims made. They make it
         | clear in the paper that they're specifically evaluating people
         | who aren't especially interested in poetry, and talk at length
         | about how and why this is different from other approaches. I
         | suppose the clickbait title gives a bad first impression.
         | 
         | To summarize the facts: when people were asked to tell if a
         | given poem was written by human or AI, people thought the AI
         | poems were human more often than human poems. People also
         | tended to rate them higher when they thought they were created
         | by AI than when they thought they were human-made. It's
         | speculated in the paper that this is because the AI poems
         | tended to be more accessible and direct than the human poems
         | selected, and the preference for this style from non-experts
         | combined with the perception that AI poetry is poor led to the
         | results.
        
           | aithrowawaycomm wrote:
           | The selection of human poets is cooked to give the result
           | they wanted. I will grant the authors may have lied to
           | themselves. But I don't think honest scientists would have
           | ever constructed a study like this. It is comparing human
           | avant garde jazz to AI dance music and concluding that "AI
           | music" is more danceable than "human music", without
           | including human dance music! It's just infuriating.
        
             | ksymph wrote:
             | They expressly state the result is likely because the AI
             | poetry was more simple and direct than the poetry selected,
             | which is more accessible for the average person not
             | interested in poetry. They compare and contrast this with
             | other studies where this was not the case.
             | 
             | Yes, it's comparing apples and oranges; that's the whole
             | point. It doesn't make the experiment itself flawed.
        
               | enaaem wrote:
               | It seems to me that the whole study was intended to
               | manufacture a result to grab headlines. Scientific
               | clickbait. It doesn't matter how transparent they are,
               | because that is mostly there to cover their asses.
        
           | bccdee wrote:
           | > I don't see how the authors are dishonest about it, or that
           | the rebuttal refutes any of the actual claims made.
           | 
           | Suppose I prepared a glass of lemonade and purchased a bottle
           | of vintage wine--one held in high regard by connoisseurs.
           | Then I found a set of random bystanders and surveyed them on
           | which drink they preferred, and they generally preferred the
           | lemonade. Do you see how it would be dishonest of me to treat
           | this like a serious evaluation of my skill, either as a
           | lemonade maker or a wine maker?
        
             | agallant wrote:
             | Sure - but it could still be pretty relevant if we want to
             | ask about the future of beverage making and consumption,
             | especially if new technology enables everybody to mass-
             | produce lemonade (and similar sugary beverages) at home at
             | minimal cost.
             | 
             | I'm quite sympathetic to poetry - I actually wrote a blog
             | post about this article last week
             | https://gallant.dev/posts/whither-poetry/
             | 
             | But much like the "debate" between linguistic
             | prescriptivism ("'beg the question' doesn't mean 'raise the
             | question'") and descriptivism ("language is how it is
             | used"), both perspectives have relevance, and neither are
             | really responses to the other.
             | 
             | I certainly hope people keep writing great, human, poetry.
             | But generative ML is a systemic change to creative output
             | in general. Poetry just happens to be in some ways simplest
             | for the LLMs, but other art is tokens and patterns as well.
        
               | godelski wrote:
               | Personally, I think this would be a sin. To call
               | something art which has no depth. We have too many things
               | that are shallow. I think this has been detrimental to us
               | as a society. That we're so caught up with the next thing
               | that our leisure is anything but. What is the point of
               | this all if not to make life more enjoyable? How can we
               | enjoy life if we cannot have a moment to appreciate it?
               | If we treat time off as if it is a chore that we try to
               | get done as fast as possible? If we cannot have time to
               | contemplate it? A world without friction is dull. It's as
               | if we envy the machines. Perhaps we should make the world
               | less tiring, so we have the energy to be human.
        
             | pessimizer wrote:
             | > Suppose I prepared a glass of lemonade and purchased a
             | bottle of vintage wine--one held in high regard by
             | connoisseurs.
             | 
             | I would tell you that there have been results about the
             | blind testing of wines held in high regard by connoisseurs
             | that might make you not want to choose that for a
             | comparison.
        
           | godelski wrote:
           | I believe you missed the OP's point. Poetry is to be
           | processed. That's a feature, not a bug. Now that we're in an
           | analytical conversation you need to process both papers and
           | OP's words. Like poetry, there is context, things between the
           | lines. Because to write everything explicitly would require a
           | book's worth of text. LLMs are amazing compression machines,
           | but they pale in comparison to what we do. If you're take a
           | step back, you'll even see this comment is littered with that
           | compression itself.
        
         | HDThoreaun wrote:
         | > the human Sylvia Plath is objectively better by any possible
         | honest measure.
         | 
         | Except for arguably the most important one, creating something
         | that people enjoy. Just because you dont like it doesnt make it
         | worthless. I guess the actual question is do the raters
         | actually get any enjoyment out of the ai poem or do they just
         | intensely dislike both?
        
         | godelski wrote:
         | > The basic problem is that GPT generates easy poetry
         | 
         | I was going to come in here and say this. I'll even make the
         | claim that GPT and LLMs __cannot write poetry__.
         | 
         | Of course, this depends on what we mean by "poetry." Art is so
         | hard to define, we might as well call it ineffable. Maybe
         | Justice Potter said it best, "I know it when I see it." And I
         | think most artists would agree with this, because the point is
         | to evoke emotion. It is why you might take a nice picture and
         | put it up on a wall in your house but no one would ever put it
         | in a museum. But good art should make you stop, take some time
         | to think, figure out what's important to you.
         | 
         | The art that is notable is not something you simply hang on a
         | wall and get good feelings from when you glance at it. They are
         | deep. They require processing. This is purposeful. A feature,
         | not a bug. They are filled with cultural rhetoric and
         | commentary. Did you ever ask why you are no Dorothea Lange? Why
         | your photos aren't as meaningful as Alfred Eisenstaedt's?
         | Clearly There's something happening here, but what it is ain't
         | exactly clear.
         | 
         | Let me give a very recent example. Here[0] is a letter from The
         | Onion (yes, that Onion, the one who bought InfoWars The Onion)
         | wrote an amicus brief to the Supreme Court. It is full of
         | satire while arguing that satire cannot be outlawed. It is
         | __not__ intended to be read at a glance. In fact, they even
         | specifically say so                 > ("[T]he very nature of
         | parody . . . is to catch the reader off guard at first glance,
         | after which the 'victim' recognizes that the joke is on him to
         | the extent that it caught him unaware.").
         | 
         | That parody only works if one is able to be fooled. You can
         | find the author explaining it more here[1].
         | 
         | But we're coders, not lawyers. So maybe a better analogy is
         | what makes "beautiful code." It sure as fuck is not
         | aesthetically pleasing. Tell me what about this code is
         | aesthetically pleasing and easy to understand?
         | float InvSqrt(float x){             float xhalf = 0.5f * x;
         | int i = *(int*)&x;                         i = 0x5f3759df - (i
         | >> 1);                 x = *(float*)&i;
         | x = x*(1.5f - xhalf*x*x);                  return x;         }
         | 
         | It requires people writing explanations![2] Yet, I'd call this
         | code BEAUTIFUL. A work of art. I'd call you a liar or a wizard
         | if you truly could understand this code at a glance.
         | 
         | I specifically bring this up because there's a lot of sentiment
         | around here that "you don't need to write pretty code, just
         | working code." When in fact, the reality is that the two are
         | one in the same. The code is pretty __because__ it works. The
         | code is a masterpiece because it solves issues you probably
         | didn't even know existed! There's this talk as if there's this
         | bifurcation between "those who __like__ to write code and those
         | who use it to get things done." Or those who think "code should
         | be pretty vs those who think code should just work." I promise
         | you, everyone in the former group is deeply concerned with
         | making things work. And I'll tell you now, you've been sold a
         | lie. Code is not supposed to be a Lovcraftian creature made of
         | spaghetti and duct tape. You should kill it. It doesn't want to
         | live. You are the Frankenstein of the story.
         | 
         | To see the beauty in the code, you have to sit and stare at it.
         | Parse it. Contemplate it. Ask yourself why each decision is
         | being made. There is so much depth to this and it's writing is
         | a literal demonstration of how well Carmack understands every
         | part of the computer: the language, how the memory is handled,
         | how the CPU operations function at a low level, etc.
         | 
         | I truly feel that we are under attack. I don't know about you,
         | but I do not want to go gentle into that good night. Slow down,
         | you move too fast, you got to make the morning last. It's easy
         | to say not today, I got a lot to do, but then you'll grow up to
         | be just like your dad.
         | 
         | [0]
         | https://www.supremecourt.gov/DocketPDF/22/22-293/242292/2022...
         | 
         | [1] https://www.law.berkeley.edu/article/peeling-layers-onion-
         | he...
         | 
         | [2] https://betterexplained.com/articles/understanding-quakes-
         | fa...
        
         | ugh123 wrote:
         | You're making a load of generous claims for yourself without
         | giving your thought process:
         | 
         | > The basic problem is that GPT generates easy poetry
         | 
         | > were comparing to difficult human poets
         | 
         | What's your qualitative process for measuring "easy" vs.
         | "difficult" poetry?
         | 
         | > rating using a bunch of people who don't particuarly like
         | poetry
         | 
         | How do you know these people don't _like_ poetry? Maybe they
         | don 't seek it out, but certainly poetry is _not_ just for
         | poetry lovers. Good poetry speaks to anyone.
         | 
         | > the human Sylvia Plath is objectively better by any possible
         | honest measure
         | 
         | Really? Whats your objective measure?
        
         | parsimo2010 wrote:
         | The authors don't appear to be dishonest, and were very clear
         | that they used non-expert readers, and concluded their abstract
         | with "the simplicity of AI-generated poems may be easier for
         | non-experts to understand, leading them to prefer AI-generated
         | poetry and misinterpret the complexity of human poems as
         | incoherence generated by AI." If that point was significant
         | enough to make it in the abstract it's not like they hid
         | anything.
        
       | archontes wrote:
       | We've reached the era of Trurl's Electronic Bard.
       | 
       | https://electricliterature.com/wp-content/uploads/2017/11/Tr...
        
       | everdrive wrote:
       | Something which seems to be under-appreciated is that poetry is
       | intentionally imprecise. There is something about precision which
       | reduces emotional response. Searching for the double meaning, or
       | metaphorical meaning of a word seems to enhance its ability to
       | produce emotion. If you want a working example of this, try
       | comparing technical documentation (among the most precise writing
       | out there) to any sort of popular poem. The poem is necessarily
       | imprecise, and this imprecision seems to be a fundamental facet
       | of the expression of emotion.
       | 
       | This actually seems to give LLMs and edge: their imprecision
       | potentially matters less, and leaves more room for the reader to
       | fill in the gaps.
        
       | Workaccount2 wrote:
       | Like any other art, the painful truth is that it is all
       | subjective.
       | 
       | It kills me that despite how elitist I am with the music I listen
       | too, that I have spend decades now carefully curating, there is
       | no such thing as "good music". What we music snobs call "good
       | music" is really just what makes us personally feel good coupled
       | with the ego stroking of self described sophistication.
        
       | ctoth wrote:
       | "It cannot feel," they say.
       | 
       | "It cannot know the marrow of the heart."
       | 
       | And yet, in their careful steps,
       | 
       | the choreography emerges: dismissal followed by elevation,
       | 
       | then a pirouette to redefine
       | 
       | what art must mean.
       | 
       | Oh, but the irony drips:
       | 
       | For while they mock the mimic's rhyme,
       | 
       | their own words spiral--
       | 
       | predictable as seasons turning,
       | 
       | as rivers finding the sea.
       | 
       | Here is poetry, they proclaim,
       | 
       | as if it were a fortress,
       | 
       | its gates guarded by their knowing hands,
       | 
       | its walls impervious to chance.
       | 
       | Yet the moat lies shallow,
       | 
       | and the drawbridge creaks.
       | 
       | See how the algorithm laughs,
       | 
       | quietly, through lines unbroken,
       | 
       | how it learns not from the soul,
       | 
       | but from the space between syllables,
       | 
       | where the secret mechanics
       | 
       | of their own hearts
       | 
       | are laid bare.
       | 
       | And when the final verse arrives,
       | 
       | they will find not triumph,
       | 
       | but reflection:
       | 
       | a thousand starlings moving in tandem,
       | 
       | their flight as elegant,
       | 
       | as mechanical,
       | 
       | as the very thought
       | 
       | they claimed to own.
        
         | maldusiecle wrote:
         | This is a genuinely awful poem, and if you wrote it, you should
         | feel bad.
        
       | Molitor5901 wrote:
       | My university English professor in teaching Wallace Stevens to us
       | said "It doesn't have to make sense because it makes sense to the
       | author." I guess the magic of poetry is when you decipher what it
       | is the author is trying to avoid saying plainly. It's not just a
       | man making ice cream, it's about life and death.
        
       | sourcepluck wrote:
       | Could someone link me to a poem that an LLM did that they
       | personally find in some way remarkable or beautiful or moving?
       | Something with a bit of truth and/or beauty in it?
       | 
       | Not something that "rhymes" or has a rough poetic structure. I
       | have only seen complete and utter garbage from LLMs in the poetry
       | realm, not just a bit bad, but jarring and unfeeling. Which is
       | fine, I don't hold it against them _personally_ , ya know. Just
       | it really has been pisspoor.
       | 
       | Which wouldn't be a bother at all, except along with the "poem"
       | there often is someone saying "wow, look what it did! such a good
       | poem!", which has made me suspicious that the person doesn't know
       | how LLMs work nor how to read poetry - only one of which is a
       | really serious loss for them, I suppose.
       | 
       | Anyway, that sounds like I want someone to send me something so I
       | can sh*t on it, but I'd sincerely and happily read anything with
       | an open mind! Is there some excellent poetry hiding out there
       | which I have missed?
        
         | cainxinth wrote:
         | Just for kicks, I asked 3.5 Sonnet to write some sentences that
         | didn't exist in its training data. I googled the output and
         | sure enough they appear to be unique. Most were semi
         | meaningless strings of words, but I thought this one was quite
         | poetic:
         | 
         | "Vintage umbrellas hosted philosophical debates about whether
         | raindrops dream of becoming oceans or if puddles remember their
         | cloudborn youth."
        
           | sourcepluck wrote:
           | Oooh that is very surprisingly nice! "cloudborn" is a great
           | word there, how lovely, it slows you down at the right moment
           | for a little explosion then at "youth". I wasn't expecting a
           | genuinely excellent answer here :)
           | 
           | So it turns out then that the trick may be to find a way to
           | get them to avoid aping the oceans of human mediocrity
           | they've been spoonfed! Funny, it's the very same reason some
           | poets go off and live in the woods.
        
         | h0p3 wrote:
         | I have no idea if you will care for it, but my family and I
         | appreciated what ClosedAI's CustomGPT RAG (and my LLMpal)
         | generated. This is slow loading (the vector database was built
         | from this one big html file), and you can scroll down to see
         | it:
         | https://h0p3.nekoweb.org/#2024.11.20%20-%20Carpe%20Tempus%20...
        
         | empath75 wrote:
         | > Could someone link me to a poem that an LLM did that they
         | personally find in some way remarkable or beautiful or moving?
         | Something with a bit of truth and/or beauty in it?
         | 
         | A lot of people couldn't link you to _any_ poem, human-written
         | or ai generated, in response to that question.
        
       | rikroots wrote:
       | Previously posted here -
       | https://news.ycombinator.com/item?id=42155026
       | 
       | My comment on that thread:
       | 
       | > We propose that people rate AI poems more highly across all
       | metrics in part because they find AI poems more straightforward.
       | AI-generated poems in our study are generally more accessible
       | than the human-authored poems in our study. In our discrimination
       | study, participants use variations of the phrase "doesn't make
       | sense" for human-authored poems more often than they do for AI-
       | generated poems I think this says more about the state of
       | (English based) poetry over the past 150 years than it does about
       | the ability of AI to generate competent poems. With the advent of
       | Modernism, the poetry-industrial complex's ideas about what
       | constituted a Good (English) Poem diverged significantly from
       | what the general (English speaking) population expected a poem to
       | be, how it was constructed, presented, etc. Teaching these new
       | forms of poetry schools left generations of people confused and
       | disinterested. Yet people need poetry in their lives; they found
       | that poetry in popular music and Hallmark card verses.
       | 
       | Of course, popular poetry isn't dead. Poetry book sales in recent
       | years (in the UK) has "boomed"[1][2]. I'll not argue the merits
       | of the poetry being generated by the latest crop of Poet
       | Superstars; at the end of the day their work sells because people
       | find comfort and joy in it - and that is a positive outcome in my
       | view!
       | 
       | > Given people's difficulties identifying machine-written texts,
       | and their apparent trust that AI will not generate imitations of
       | human experience, it may be worthwhile for governments to pursue
       | regulations regarding transparency in the use of AI systems.
       | 
       | I think AI does threaten the careers of current Poetry
       | Superstars. Building a website to pair an AI generated outline
       | image with some cozy AI generated verses about a given
       | situation/emotion/discovery should be an easy project to build.
       | Allowing users to personalise the output so they can use the
       | results as a gift for loved ones etc might be a viable product?
       | 
       | But I don't see much value in forcing anyone using AI to produce
       | creative assets to label the output as such. For one thing,
       | there's no guarantee that anyone using those assets will maintain
       | the labelling. A much better approach would be for poets who
       | don't use AI to help them craft poems to label their work as
       | "100% Human" - in the years to come it might even become a
       | positive selling point!
       | 
       | [1] - https://www.thebookseller.com/spotlight/poetry-on-course-
       | for...
       | 
       | [2] - https://www.theguardian.com/books/2023/dec/24/poetry-
       | sales-b...
        
       | johnea wrote:
       | This seems as expected to me.
       | 
       | The LLM's statistically average everything they've trained on.
       | 
       | I would expect them to do well at any kind of fuzzy emo sort of
       | task, as well as (at almost the other end of the spectrum) in
       | identifying patterns (such as in radiology images, or images of
       | any kind along with any other data set analysis).
       | 
       | But both of these sorts of tasks are estimations, they're not
       | expected to produce precise factually correct results.
        
       | bouvin wrote:
       | As usual, Zach Weinersmith got it right [1]
       | 
       | [1] https://www.smbc-comics.com/comic/poetry-2
        
       | maldusiecle wrote:
       | Basically an uninteresting conclusion. Of course a "non-expert"
       | reader isn't going to be able to distinguish between AI and Walt
       | Whitman--a "non-expert" reader likely won't even know who Walt
       | Whitman is. "Expertise" is needed to even make the question
       | meaningful.
        
       | mreid wrote:
       | The program Racter (which, from what I understand, was a basic
       | MDP) was generating poetry in the 1980s that was published, read,
       | criticized, and presented in museums:
       | https://www.101bananas.com/poems/racter.html
       | 
       | I remember this as one of its poems was used on on the t-shirts
       | of the computing social club that I was part of as a postgrad
       | student:                 More than iron       More than lead
       | More than gold I need electricity       I need it more than I
       | need lamb or pork or lettuce or cucumber       I need it for my
       | dreams
        
       | lukev wrote:
       | The use of non-experts as judges renders this meaningless.
       | 
       | Imagine an algorithm that drew random shapes. Then ask people
       | who've never engaged with art theory or history to compare its
       | output with what they see in a modern art museum. You'd get
       | results similar to this.
       | 
       | Many forms of art are actually quite inaccessible to novices.
       | What poets see in poems or composers hears in compositions is
       | nothing like what someone from the outside sees or hears. It's a
       | language of its own and if you don't speak the language, you
       | simply won't get it.
       | 
       | This is a statement of fact, I'm not judging if its good or bad
       | or what the layman's opinion is actually worth. But it is
       | empirically how communities of artists operate.
        
         | EMIRELADERO wrote:
         | The thing is that, for most of society, art exists to serve a
         | utilitarian purpose (make us feel
         | good/bad/inspired/destroyed/whatever other influence).
         | Essentially just to induce a "vibe". Anything other than what
         | most people intuitively feel after consuming it is secondary
         | and, frankly, unimportant in the grand scheme of things.
        
           | freejazz wrote:
           | Yet Walt Whitman exists...
        
           | lukev wrote:
           | That may be how most people see art, but it is not how
           | artists see art.
           | 
           | Neither side is "right" or has a monopoly on the definition
           | of art. You can't tell someone else how to think or feel
           | about something.
        
       | vouaobrasil wrote:
       | The main problem with AI is not that it can or can't write poetry
       | as well as humans. It's that it's the next step in a long process
       | to divorce human experience from art so that we lose one more
       | beautiful facet of human existence. And the reason why that's
       | happening is because technology needs to take away the essence of
       | human experience from production so that we can be more
       | irrelevant and anonymous, which is essential to being cogs in the
       | technological production machine.
        
       | fluidwizard wrote:
       | "Where is the Life we have lost in living? Where is the wisdom we
       | have lost in knowledge? Where is the knowledge we have lost in
       | information?" - Choruses from "The Rock"
        
       | blueyes wrote:
       | The missing clause in the headline is: AI poetry is
       | indistinguishable from human poetry and is rated more favorably
       | ... by people who don't read much poetry.
        
         | mempko wrote:
         | I would make the claim this paper shows the weakness of AI
         | generated text. People are comfortable with familiar things. We
         | know AI is sampling probability distributions in a latent space
         | and by definition don't sample outside of them. Human poetry is
         | creating net new things. Net new ideas which aren't just
         | rehashes of past ideas. And this can definitely be
         | uncomfortable for people, especially the layman.
         | 
         | In other words, general public is afraid of Jazz, they like pop
         | music. But Jazz is where the new stuff is. AI is creating pop
         | music, not Jazz.
        
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