[HN Gopher] Dall-E 2 illustrations of Twitter bios
       ___________________________________________________________________
        
       Dall-E 2 illustrations of Twitter bios
        
       Author : manesioz
       Score  : 298 points
       Date   : 2022-04-08 19:20 UTC (3 hours ago)
        
 (HTM) web link (twitter.com)
 (TXT) w3m dump (twitter.com)
        
       | nonbirithm wrote:
       | I'm imaging a future where the top replies to art posted online
       | will become "keywords please" or "what model". Hosting sites may
       | start to enact "AI treatises" into their terms of service that
       | segregate human- and AI- generated content into separate areas
       | and ask users to report entries that they suspect do not belong
       | in either. Asking "what model did you use" becomes an insult to a
       | sizeable portion of artistic creators, a genuine question for
       | others, and a phrase whose implications cannot be avoided for all
       | people involved.
       | 
       | What belief systems will we form around AI art after it becomes
       | clear that it's never going away? Many people say that art is
       | subjective. I am thinking that if or when parity between art from
       | humans and AI is achieved, some people are going to believe that
       | a humanistic quality of some sort will be trampled upon in the
       | realization that the two types of art really are
       | indistinguishable. Others might believe that AI art is just
       | another tool that they believe expresses their thoughts. The
       | different beliefs might be fundamentally unresolvable, and this
       | may become an unending source of distrust and sadness in certain
       | art circles within the next decade.
       | 
       | I do not look forward to how this tech will interact with online
       | culture several years from now.
        
       | contextfree wrote:
       | The two images from the "young Robert Moses" etc bio are cool,
       | but the fact they both have such a similar layout and style, with
       | the same "giant hands" framing that doesn't follow from the
       | prompt in any obvious way, makes me wonder if there's some
       | particular source art that "inspired" both. Couldn't find it on
       | Google or Bing images, though.
        
         | JohnBerea wrote:
         | The hand symbolize the Red Sea Parting of Moses.
        
           | contextfree wrote:
           | interesting hypothesis!
        
         | nicklovescode wrote:
         | for that one IIRC I asked for a Robert Moses and one of the
         | cooler ones had giant hands so I put that in the prompt then
         | took two of my favorite from the next batch
        
         | Nition wrote:
         | It would be nice if every AI like this had an option to show
         | the 10 closest-matching training images to the output.
         | Especially for ones like thispersondoesnotexist.com.
        
       | kingcharles wrote:
       | Remember, these are all public domain, at least in the USA which
       | does not allow copyright assignments to the artistic output of
       | machines.
        
         | robbedpeter wrote:
         | No, they're copyrighted by OpenAI. Copyright has to be assigned
         | to a human or company owned by humans. The recent kerfuffle
         | over copyright was a dumbass trying to legitimize copyright
         | assignment to the software itself.
         | 
         | Copyright with dall-e is just like copyright with photoshop or
         | any other software. The user of the tool owns the output.
         | Subject to whatever other limitations and requirements OpenAI
         | wants.
        
       | Mizza wrote:
       | This is going to put a lot of artists out of work in a very short
       | time. Not happy about that.
        
         | xwdv wrote:
         | They will move on to more stable careers.
        
       | drcongo wrote:
       | These are amazing!
        
       | tailspin2019 wrote:
       | These are so good, it's breaking my brain a little.
       | 
       | They're not just conceptually accurate, but to my eyes they're
       | pleasing to look at from a purely artistic point of view. I'd put
       | these on my wall.
       | 
       | I already take a fairly bullish position on the potential of AI,
       | given a long enough timeframe, but it does feel like we're
       | reaching a bit of a tipping point here.
       | 
       | It's starting to prod at the paradigms I hold in my head about
       | what I think "art" is.
       | 
       | In a turing-syle blind test of these DALL-E artworks, I think
       | most people would be unable to tell the AI generated art from
       | that of human artists. And I imagine that it follows that the
       | same will be the case for music in the near future too, and
       | likely most other artistic endeavours eventually.
       | 
       | I like to write music. I respect the output of other musicians
       | (my fellow "artists") and I am driven, by both intrinsic and
       | extrinsic rewards to keep trying to get better at my "art". But
       | when an AI can produce works that match or exceed my art (based
       | on whatever the measures are that we already judge art by) - it
       | prompts some interesting questions. Does it lower the subjective
       | value of human-produced art by virtue of reducing scarcity, and
       | increasing accessibility?
       | 
       | Of course, DALL-E is trained on the output of human artists. But
       | art is already recursive in that respect - human artists
       | themselves are trained on the output of other artists. So that's
       | not so different...
       | 
       | I guess it's the same paradigm as mass production vs hand
       | crafting. When we pick the cheaper, mass produced item, we lose
       | out on some of the humanity and soul that's baked into hand-
       | crafted goods. But history has shown that we'll gladly take the
       | cheaper, more accessible, more predictable option in most cases.
       | 
       | The commoditisation of art.
       | 
       | When things are commoditised, I tend to think that the
       | opportunity for the creation of value (by humans) tends to move
       | up an abstraction level. As technology becomes commoditised at a
       | certain level, then the orchestration and management of that
       | technology becomes the new speciality where humans are useful and
       | can create value. When that orchestration layer is commoditised,
       | it's the next level up that we can turn their attention to.
       | 
       | So the new art maybe becomes meta-art. Perhaps human artistic
       | endeavours become more about curation rather than creation?
       | 
       | Or will AI art never reach a sufficient level to be considered
       | equal to, or better than human-produced art? We can hide behind
       | the subjectivity of all this, but something like a blind
       | identification test (AI vs Human) removes some of that
       | subjectivity fairly easily...
        
         | disqard wrote:
         | I thought you might like to know about "Experiments in Musical
         | Intelligence" (aka "Emmy"), David Cope's creation, now
         | "deceased":
         | 
         | https://www.theguardian.com/technology/2010/jul/11/david-cop...
         | 
         | "One day Cope pushed a button on Emmy, went out to get a
         | sandwich and when he returned his workaholic creation had
         | produced 5,000 original Bach chorales."
        
           | tailspin2019 wrote:
           | Awesome link.
           | 
           | This bit seems particularly interesting:
           | 
           | > "People tell me they don't hear soul in the music," he
           | says. "When they do that, I pull out a page of notes and ask
           | them to show me where the soul is. We like to think that what
           | we hear is soul, but I think audience members put themselves
           | down a lot in that respect. The feelings that we get from
           | listening to music are something we produce, it's not there
           | in the notes. It comes from emotional insight in each of us,
           | the music is just the trigger."
           | 
           | So presumably, we can find "soul" and meaning in computer
           | produced art because a large part of the meaning that we
           | derive from art comes from within us, not necessarily the
           | artist.
           | 
           | This is interesting to contemplate.
        
       | sc00ty wrote:
       | This is so interesting. If anyone has played the board game
       | Dixit, the images generated here feel like they would fit right
       | in. I could totally see this being used for custom decks in
       | Tabletop Simulator.
       | 
       | For those unfamiliar, you can see some examples of the actual
       | game cards here: https://www.libellud.com/wp-
       | content/uploads/2022/03/DIXIT_OV... (PDF warning)
        
         | cwkoss wrote:
         | Would be fun to play a game of telestrations/garticphone where
         | you get a prompt, select the ai-generated image you think most
         | accurately represents it, then the human tries to write a
         | caption which captures it most accurately, and you see how the
         | work evolves as it passes through multiple players.
         | 
         | (Could also probably generate some fantastic training data)
        
           | sc00ty wrote:
           | This is a great idea! Around 13 years ago I played this web-
           | based game called Broken Picture Telephone (the site seems to
           | be back, but it was shut down for a long time). It had a very
           | similar concept to Telestrations. A user would start with a
           | phrase or description, the next user would draw what was
           | written, and the next would describe it. Repeat until n
           | rounds are complete. At the end, everyone can see how the
           | game evolved.
           | 
           | I ended up writing my own after it first shut down and even
           | though the community was small, it was incredibly fun. Doing
           | this with Dall-E 2 sounds like a fun project to bring back
           | some nostalgia.
           | 
           | https://en.wikipedia.org/wiki/Broken_Picture_Telephone
        
             | cwkoss wrote:
             | Sounds exactly like GarticPhone - great game: it's free and
             | only requires a web browser. It's become the go-to for our
             | remote company happy hours.
             | 
             | Several people have reported laughing so hard they were
             | sore the next day.
             | 
             | https://garticphone.com/
        
         | jkingsman wrote:
         | That was my first thought as well! The directed, purposeful
         | illustrations that are open to myriad interpretations feel so
         | much like the Dall-E work.
        
         | dweez wrote:
         | Oh yeah totally! I want to round up some friends now to play AI
         | Dixit. An easy version could be to play sort of "reverse Dixit"
         | where one person generates an image from a prompt and everyone
         | else comes up with prompts based on the image, then you guess
         | which prompt was the real one.
        
       | 2OEH8eoCRo0 wrote:
       | Cruelty Squad vibes
        
       | amelius wrote:
       | Perhaps someone can write a HN reader where headlines are fed
       | through Dall-E, and the images appear on top of the stories.
        
         | jasonjayr wrote:
         | This totally could be coupled with a CMS/Blogging platform that
         | automatically adds illustrations from headlines/pullquotes
        
           | a-r-t wrote:
           | And coupled with GPT-3...
        
           | Bilal_io wrote:
           | This could replace a huge portion of the stock image market.
           | 
           | For example, The Verge writes an article about Microsoft,
           | they don't need to pay royalties for an image that has
           | Microsoft logo displayed on a building, one can be generated
           | for them.
        
         | hans1729 wrote:
         | That's an _amazing_ idea.
        
         | TOMDM wrote:
         | Or imagine a script to chop a book/podcast into segments to add
         | visuals.
        
       | EGreg wrote:
       | When will an API be available for the rest of us?
        
       | deltaonefour wrote:
       | The trajectory of AI is both amazing and horrifying. Most of us
       | are born in an era where we can witness the change and play with
       | toy versions of AI products. The next generation of people will
       | have their lives truly changed by AI, for the better or for
       | worse.
        
         | nonbirithm wrote:
         | The scariest thing is that I don't think we can stop ourselves
         | from innovating further even if we tried. The authors believed
         | that the merit of displaying their progress outweighed the
         | implications.
        
           | 6gvONxR4sf7o wrote:
           | The quote about jobs comes to mind: "If it's jobs you want,
           | then you should give these workers spoons, not shovels."
           | 
           | (full context:
           | https://quoteinvestigator.com/2011/10/10/spoons-shovels/)
        
         | cwkoss wrote:
         | It will be better! Giving every human the tools to make
         | expressive works of art without having to train for years will
         | be awesome for society!
         | 
         | I'm playing with some of the neanderthal-relatives of dall-e 2
         | and already have several that I kind of want to analog-paint
         | copies of so I can hang em on my wall.
         | 
         | I don't even think artists are going to be meaningfully hurt
         | from this - in fact, I think this is going to increase demand
         | for art, because now the 'patron' can participate in the
         | composition process more meaningfully.
        
           | deltaonefour wrote:
           | Apply this to everything. AI that takes over all possible
           | jobs involving any form of creativity and intelligence.
           | 
           | What are the economic consequences of such a society?
        
           | Jeff_Brown wrote:
           | > increase demand for art
           | 
           | Good point. Custom art used to be the realm of only royalty,
           | and later only the rich, but soon anybody will be able to
           | afford the fifty cents or whatever it is of computing power
           | that it takes to execute their vague artistic instructions.
        
             | cwkoss wrote:
             | Totally, Etsy has led an explosion of put you/your kid/your
             | pet into a work of art type things (many artists create
             | reusable templates, where the custom component can be
             | plugged in, so help with scale). I foresee this trend
             | accelerating as the tooling makes cost of producing this
             | sort of thing cheaper.
        
           | Jeff_Brown wrote:
           | > don't even think artists are going to be meaningfully hurt
           | 
           | It might not reduce the number of artists, but it will surely
           | change their composition (pun proudly intended). Only those
           | flexible enough to adapt to the new landscape will be able to
           | support themselves in the new AI art economy.
        
           | troyvit wrote:
           | I hope you're right but the feeling I get is that it's going
           | to increase the _supply_ of art until it becomes meaningless.
           | For instance why should anybody paint an astronaut on a horse
           | anymore? It was a great idea and now it's been done.
           | 
           | In the near future when you look at art you won't know
           | whether it was created directly by a human or by an AI. What
           | will that do to its appreciation?
        
             | cwkoss wrote:
             | Why is a human-painting of an astronaut on a horse valuable
             | now?
             | 
             | I view this as detangling composition from the mechanical
             | skills of art production.
             | 
             | Perhaps this will make a new type of art job - AI wrangler
             | - whose job is collaborating with AI to get a good
             | composition, then the composition can be handed over to
             | someone with the mechanical skills to render it in the real
             | world, if humans making the brush strokes is important.
             | 
             | I'd imagine that if we gave these tools to a skilled
             | painter to help in their compositional brainstorming
             | process, they'd find many good ideas they'd like to
             | incorporate into their works in a short period of time.
             | But, I'm not a skilled painter, so could be wrong.
        
           | zimpenfish wrote:
           | > already have several that I kind of want to analog-paint
           | copies of so I can hang em on my wall.
           | 
           | I've been doing that with VQGAN-CLIP with prompts of things
           | like "line art", "watercolor", "linocut"[1], and "woodcut" -
           | have got a stack of things waiting for some free time to
           | render into the physical world.
           | 
           | [1] "Dark Souls in the style of linocut" makes some really
           | fascinating possibilities.
        
             | cwkoss wrote:
             | Ah that's a cool idea. I've been saving a collection of
             | images from dream by wombo and nightcafe around the same
             | theme, and think I'm going to try to render them into a
             | single cohesive acrylic painting. (though my mechanical
             | abilities will probably leave me disappointed)
        
         | karmasimida wrote:
         | When Copilot and similar service gets this DALLE level of
         | accuracy regarding coding ...
         | 
         | It is going to be very relevant to the current software
         | engineers, maybe just in next 5 years.
        
           | Jeff_Brown wrote:
           | I'm skeptical.
           | 
           | The thing about art is that so much qualifies as good.
           | Something very close to a beautiful painting is probably also
           | a beautiful painting.
           | 
           | But an algorithm very close to the right way to count votes,
           | or launch a rocket, or decide whether to lend to someone, is
           | probably not the right way.
        
             | deltaonefour wrote:
             | There are already exists machines that can produce
             | beautiful art: Humans. More than any other technology the
             | physical existence of human intelligence itself implies
             | that it such intelligence can exist, which implies it can
             | be built.
             | 
             | Something like interstellar travel or even a civilization
             | on mars is actually much less realistic due to the lack of
             | examples in existence.
        
               | Jeff_Brown wrote:
               | You're right, the existence of humans strongly suggests
               | that artificial general intelligence is possible.
               | 
               | But the existence of DALL-E 2, which is not AGI and
               | nonetheless produces beautiful art, does not convince me
               | that software will be writing reliable software before
               | AGI happens.
        
         | ulnarkressty wrote:
         | I wonder if this is how people born in the early 20th century
         | felt about going from first flight to moon landing in a few
         | decades. It took some serious conflicts for things to evolve to
         | that point though. I'm not looking forward to the AI wars.
        
           | aaaaaaaaaaab wrote:
           | >going from first flight to moon landing in a few decades
           | 
           | And then nothing.
        
             | boplicity wrote:
             | Actually, space technology, via literal objects in space,
             | impacts almost everyone's life (especially in wealthy
             | countries), pretty much constantly. It's simply become so
             | woven into our day-to-day lives that we don't even think
             | about it.
        
             | Jeff_Brown wrote:
             | Progress is hard to quantify. We developed language, what,
             | hundreds of thousands of years ago? And then very little
             | seemed to happen, but it was a slow-burning fire that
             | eventually exploded. Our use of computers seems almost sure
             | to be similar.
             | 
             | But that said, there are certainly structural factors
             | inhibiting innovation. Scale problems make it nearly
             | impossible to challenge someone like Google or Facebook
             | (although TikTok did manage the latter). Were there more
             | competition, one imagines there would be more innovation.
             | Patents are likely a net drag. Laws, esp. tax laws, could
             | be simpler. I'm sure I'm omitting other important factors.
        
               | deltaonefour wrote:
               | Yes. You omitted physical limits. It is very likely that
               | Humanity will not achieve much of technology implied by
               | science fiction.
               | 
               | The only exception looks to be AI, because although we
               | haven't created an AI that matches human intelligence...
               | the existence of human intelligence itself implies that
               | building an AI to the level of human intelligence is
               | possible.
        
             | MisterBastahrd wrote:
             | I'll try to remember that the next time I listen to Sirius
             | while using GPS to navigate.
        
       | sanman811 wrote:
       | This tweet provides important context:
       | https://twitter.com/nickcammarata/status/1512119623315075081...
       | 
       | They weren't just copying/pasting prompts there was human
       | creativity involved as well
        
         | educaysean wrote:
         | Ah, I wish this fact had been highlighted better. Not a
         | criticism of the tweet author; it's just that twitter threads
         | really aren't designed to convey context.
        
         | recuter wrote:
         | Of course not. I'm no longer surprised just how eager people
         | are to believe an "AI" will read their minds or has magical
         | qualities and a mind of its own. Even on HN.
         | 
         | Jiggle the imagination just a little bit, dangle some progress,
         | and we're off to the races.
         | 
         | This is "I'm feeling lucky" on google image search + style
         | transfer + trial and error.
         | 
         | If you think I am being dismissive try a few of these twitter
         | bios as searches and see for yourselves.
         | 
         | I guess it fits with the times we live in. Reward shallow
         | plagarism. Outsource your mind.
         | 
         | It isn't theft if you can automate it.
         | 
         | Autotune for the deaf, Dall-E for the blind.
        
           | campground wrote:
           | I tried what you suggested for a bunch of the twitter bios
           | and found nothing except links back to this thread. I also
           | reverse image searched a bunch of them to see if DALL-E was
           | just kind of pasting together large chunks of images, but
           | never found anything close. I do think you're being
           | dismissive but please post any examples of what you mean. I'm
           | a skeptic and have been waiting to find out that this is just
           | a glorified parlor trick, but so far it seems like DALL-E is
           | doing everything the authors claim, which is remarkable.
        
             | recuter wrote:
             | I don't want to be dismissive of Dall-E itself or its
             | authors. Just the implications that this changes everything
             | or how it is much more than it really is.
             | 
             | https://twitter.com/nickcammarata/status/151212306780334489
             | 9...
             | 
             | Prompt: "expressive painting of a man shining rays of
             | justice and transparency on a blue bird twitter logo"
             | 
             | You have to break the concepts up apart (which is one of
             | the things Dall-E improved on).
             | 
             | As such: "expressive blue bird"
             | 
             | In google image search, type clipart, and I even get pill
             | tags to further narrow it down to illustrations for animal
             | paintings and so forth. Google's classifier knows the
             | concept of a "blue bird" and expressionism too.
             | 
             | https://www.google.com/search?q=expressive+blue+bird&tbm=is
             | c...
             | 
             | The same for "ray of light". In fact the top results there
             | I get pngs of sun beams on a transparent background. Which
             | is perfect.
             | 
             | Neither the birds nor the rays of light in the pictures it
             | produced are truly its own creations but lifted from bits
             | of pictures in its training set. I bet you could find the
             | exact bird from the second row online in many places for
             | example.
             | 
             | Composite those things together manually and add a style
             | transfer you'll get similar results to DALL-E as that is
             | what it is doing more or less.
        
               | joshcryer wrote:
               | I think your last line is what stands out more than
               | anything. You've just described creating something
               | without "compositing those things together manually."
               | 
               | Note that in that example the "twitter bird logo" is
               | actually _expressed_ in 6 out of all of those images.
               | Look for the small bird, that looks like the Twitter
               | logo. It 's there. It's doing the thing.
        
             | rndphs wrote:
             | Yeah I just tried google image searching to find something
             | like the pikachu photo from https://mobile.twitter.com/gott
             | apatchemall/status/1511777860...
             | 
             | But I can't find anything close to the realism that DALL-E
             | 2 achieved here.
        
               | recuter wrote:
               | There was an abomination of a live action Pikachu movie
               | some time ago. When I google "realistic pikachu" I get
               | images exactly like this from the movie but not gross.
               | 
               | In fact this photo is _exactly_ what you get when you
               | photoshop the face of an ugly chihuahua unto a Pikachu
               | plushie head and add a yellow brushed hamster body. And a
               | cape.
               | 
               | It understood your prompt and amalgamated the right
               | source photos into this nightmare fuel. Jesus wept.
        
             | joshcryer wrote:
             | It's fascinating how in our hubris we were thinking that
             | art would be the last thing for AI to tackle, but it
             | appears to be the first (Sam Altman made a similar
             | statement on the launch of DALL-E). Which makes art _more_
             | meaningful to me, for some reason. There 's _something_ in
             | the billion parameters and exabytes of data that this
             | neural net had to process and it was so ... easy. Natural.
             | Because it is us. It is our expression. Our creativity. Our
             | outpouring of data, and all it is doing is reflecting us.
             | It 's beautiful.
        
               | recuter wrote:
               | There is something about clouds. Facial recognition
               | software frequently finds faces in clouds just like we
               | do.
               | 
               | This thing will kill art dead.
        
           | andybak wrote:
           | I've coincidentally just been watching Rick and Morty and
           | this really fit read in Rick's voice.
           | 
           | Is yawning at everything astonishing not just exhausting?
           | Everything is "just" made up of less impressive things. But
           | is this really not worthy of a little wonderment?
        
           | gfodor wrote:
           | A proposition for your consideration: what if you're wrong?
        
             | recuter wrote:
             | What if you're in a cult?
             | 
             | Two more papers down the line who knows what Dall-E 4 will
             | be capable of. It is a step in the right direction that the
             | image output is now "stable", which is what this is
             | demonstrating.
             | 
             | But it can't read your mind despite the eerie feeling you
             | get, that is an illusion. Kismet in api form.
             | 
             | The next steps is to open this black box up and actually
             | make its internal pipeline tweak able so it can become a
             | useful tool.
             | 
             | It may end up an amazing super useful tool or a clipart
             | plagiarisor/generator on steroids.
             | 
             | You can't even use it yet and you're already so eager to
             | believe.
        
         | habitue wrote:
         | It is important context, but just to push back against people
         | over-correcting on this, my guess is that the ones he rejected
         | also looked approximately this good.
         | 
         | I think the primary reason people are wowed by this thread
         | isn't attributable mainly to the subtle effect of the cherry-
         | picking he did, but in fact to the overall quality of any image
         | generated by DALL-E 2.
        
           | nicklovescode wrote:
           | Yeah that's right. There were very few strictly-bad ones
           | across the entire thread of generations
           | 
           | The rejections were most commonly
           | 
           | 1. Kind of just slightly boring or literally drawing the
           | thing rather than being cool and artistic
           | 
           | 2. Cool but similar to the artistic style of bios near it in
           | the thread, whereas I wanted to keep it diverse (surreal
           | followed by literal, oil followed by sharp lines etc) so it's
           | more fun to scroll through
           | 
           | Whereas a few years ago generative models (GANs etc) would
           | often render like static noise sometimes or completely wrong
           | things. I've only seen that problem once with DALL-E across
           | hundreds or thousands of images now (it generated a fully
           | white image)
        
             | recuter wrote:
             | That's very cool but once you have stable image output how
             | do you define good image output when it comes to art?
             | 
             | The stuff on deviantart is pretty good too and neatly
             | tagged and classified by art style.
        
               | nicklovescode wrote:
               | I'd often send like six images to the person who's bio I
               | was making and ask them to choose two :)
        
             | AntiDyatlov wrote:
             | Can you ask DALL-E to draw itself?
        
           | babyshake wrote:
           | Does OpenAI have a GUI that you're using or is that a CLI?
        
           | amilios wrote:
           | https://twitter.com/nickcammarata/status/1512123067803344899.
           | ..
           | 
           | You're absolutely right, here he displays the full set for a
           | given prompt. They all look fantastic!
        
             | tragictrash wrote:
             | I've been sitting here with my mouth wide open for 5
             | minutes unable to move past what you just showed me. I
             | can't fathom that this exists.
        
               | gfodor wrote:
               | DALL-E 2 isn't the first superhuman AI, but it is the
               | first capable of teaching the whole world of just what
               | that means for all of us.
        
               | tragictrash wrote:
               | I've been casually following this space for a while (as a
               | full stack web/mobile engineer, nothing to do with ai)
               | and this feels substantially different than what I've
               | seen before.
               | 
               | Would you have names or links for some other projects
               | you're aware of? Would love to check them out.
        
               | andybak wrote:
               | GPT-3 is surely as jaw dropping as this?
        
               | gitfan86 wrote:
               | You cannot absorb words as fast as pictures. GTP-3 is
               | more impressive as it seems to have auch broader depth of
               | understanding context. The disadvantage of GTP-3 is that
               | it is sometimes very wrong like with simple math problems
        
           | nwienert wrote:
           | Having worked with Nick extensively, take what he says with a
           | grain of salt. He's well known even by close friends to be a
           | reality distorter, to put it softly.
        
             | recuter wrote:
             | If only James Randi was around. What a fantastic example of
             | cold reading.
             | 
             | Gather round, gather round, give me a text, any text at all
             | and I will produce you an image of some kind. And you will
             | call it "good" if it looks like anything at all.
             | 
             | Because all art is subjective and your mind will work
             | overtime to connect it back to the text you provided.
        
               | babyshake wrote:
               | Even if the text just serves as random entropy, it's
               | alright for people to feel a subjective connection
               | between the artwork and the text.
        
       | fay59 wrote:
       | Someone should make an online version of Mysterium that uses
       | Dall-E to make the picture cards!
        
       | munk-a wrote:
       | So where can we common plebs go to submit paragraphs for
       | generation?
        
       | donkarma wrote:
       | Incredibly misleading, he didn't directly paste bios into the
       | description and they were massively curated.
        
         | educaysean wrote:
         | Yeah, learning this fact definitely dulled my initial
         | astonishment. These are still really fantastic results, but
         | it's hard to feel too excited without the knowledge of just how
         | much curative efforts took place behind the curtain.
        
           | platers wrote:
           | As a lower bound we now know a non artist can produce
           | passable art in a few minutes. There is indeed a large
           | practical difference between a few minutes and a few seconds,
           | but I trust in the power of incremental progress.
        
         | [deleted]
        
       | nicklovescode wrote:
       | Hey everyone, Nick here creator of the linked thread. I just
       | wanted to link to another tweet I have with some details of how I
       | made it.
       | 
       | TLDR it's not just the bio pasted directly into dall-e and the
       | images are cherry-picked but dall-e is basically doing 95% of the
       | work here. I have no ability to make art myself, and I found I
       | could illustrate basically any bio I wanted in a couple minutes
       | of playing around. My goal was to create illustrations for my
       | friends not create a dall-e gallery but I'm glad it ended up
       | being a good example of what dall-e can do
       | 
       | https://twitter.com/nickcammarata/status/1512119623315075081
        
         | drcongo wrote:
         | I'm very conflicted here, because on the one hand these are
         | absolutely fantastic and that's really exciting, but on the
         | other hand, some of these are of a level that I could genuinely
         | call "art" and now I'm questioning everything.
        
       | zaking17 wrote:
       | These are evocative images. I love a bunch of them! Knowing that
       | this model was trained on a huge corpus of existing images makes
       | them feel a bit like the output of a visual search engine --
       | finding relevant pieces and stitching them together. But it's
       | more than that, because the stitching happens at different
       | levels. They are often thematically and aesthetically cohesive in
       | a way that feels intelligent.
       | 
       | Maybe we're just search engines of a similar kind.
       | 
       | An additional aspect of human art is that it (usually) takes time
       | to make. The artist might spend many hours creating and
       | reflecting and creating some more. The artist's engagement with
       | the work makes its way into the final product, and that makes
       | human art richer. Could future Dall-E version create sketches and
       | iterations of a work; is there a limit to this mimicry?
       | 
       | I'm feeling future shock; heavy future shock.
        
         | rndphs wrote:
         | Human artists also do a whole lot of mimicry. One could look at
         | art produced by many artists and say that it is just things
         | stitched together from pre-existing art.
         | 
         | "Good artists copy, great artists steal."
        
       | inb4_cancelled wrote:
       | I'm genuinely terrified.
        
       | educaysean wrote:
       | Wow, okay. I'm kind of blown away at how authentic these
       | paintings look. Even with a very conservative prediction of how
       | these tools could evolve and improve over the years, the signal
       | is strong that our relationship with the meaning of "art" itself
       | will have a fundamental shift.
        
       | KaoruAoiShiho wrote:
       | Dall-E will be really good for my creators on https://dulst.com
       | (card game platform)
        
       | hwers wrote:
       | "We've made the scarce resource abundant, finally the scarce
       | thing is democratized!"
       | 
       | "Wait why doesn't anyone care about the scarce thing anymore?"
        
         | danuker wrote:
         | According to the book "Abundance", everything gets devalued
         | over time, meaning cheaper and easier to make, leading to some
         | sort of utopia where everyone can afford more and more.
        
           | nonbirithm wrote:
           | But the hard biological limit of 16 waking hours to consume
           | all those things is unlikely to change anytime soon. With the
           | cheapest yet best methods readily available to anyone, maybe
           | the majority of what we will want to budget our attention
           | spans on will be permanently crowded out by the AI-generated
           | options.
        
             | danuker wrote:
             | I limit Internet browsing due to its addictiveness. I could
             | have a similar rule for content created by computers.
        
         | Allower wrote:
        
       | imwillofficial wrote:
       | Is there a way normal humans like me can do stuff like this. Like
       | is there a Dall-E 2 app I can download?
        
       | benlivengood wrote:
       | Weren't the last AI-is-impossible holdouts hanging onto
       | creativity as the domain of true intelligence?
       | 
       | I disregard the narrow-AI-only folks almost on principle;
       | Terrence Tao, Albert Einstein, Mozart, and Van Gogh couldn't do
       | each others' jobs.
        
         | hcarvalhoalves wrote:
         | Is this creativity, or is it remixing pieces of the creativity
         | from the authors in the training data samples? Would it come up
         | with anything that seems creative if the training data isn't
         | creative in the first place? I guess it's a philosophical
         | question, how to define "creativity".
        
           | psyc wrote:
           | Putting on my visual artist and composer hats, I assert that
           | all creativity is synthesis. When a listener finds one of my
           | compositions surprising, it's because they don't know all the
           | sources of the micro elements of the composition. But I often
           | do. If I thought about it harder, I could say I usually do.
        
           | 22c wrote:
           | > or is it remixing pieces of the creativity from the authors
           | in the training data samples?
           | 
           | I think you just described the majority of what is (for many)
           | the "creative process".
        
           | TOMDM wrote:
           | Artists that produce something truly new currently seem to be
           | once in a generation geniuses.
        
         | 323 wrote:
         | It will just be goalpost moved again: "I'll believe it when AI
         | makes a number 1 on spotify hit song". After that happens
         | they'll say "a human still selected the song from the 10
         | created by AI". Or something similar.
        
         | The_rationalist wrote:
        
         | donkarma wrote:
         | still can't do hands, and has to be told what to do
        
         | function_seven wrote:
         | I'm hanging on to _folding clothes_ as my litmus test of AI :)
         | 
         | Or driving a car everywhere I can.
        
           | kingcharles wrote:
           | https://foldimate.com/
        
             | disqard wrote:
             | https://www.theverge.com/2019/4/23/18512529/laundroid-
             | laundr...
        
             | function_seven wrote:
             | The last update to their blog was in 2019, so I think it's
             | safe to say this is dead. When I click on their FAQ, I get
             | the message, "This HappyFox account is expired. Please
             | contact Administrator."
             | 
             | I did find a video[0]. It's just an automated version of
             | the doohickey you see at any clothing store. Seems to
             | require a lot of human input and orientation.
             | 
             | When I say "folding clothes" as a challenge for AI, I mean
             | a device that is smart enough to take a pile of laundry,
             | straight from the dryer, and fold each piece correctly. So
             | if it's a t-shirt, then fold the arms inward, then fold
             | that in half so the front is visible. If it's a pair of
             | trousers, then fold each leg along the creases, match them
             | together, and fold over the knee.
             | 
             | [0] https://www.youtube.com/watch?v=NcKz63DGHrA
        
               | disqard wrote:
               | I'm with you :)
               | 
               | (see my sibling comment)
               | 
               | FWIW, it's probably going to be the case that some AI
               | will be able to correctly produce the _picture of what an
               | item will look like, once it is folded_.
               | 
               | (and when that is pointed out, it will be met with
               | counter-arguments of "goalpost moving")
        
           | platers wrote:
           | Folding clothes is more of a robotics problem than an AI
           | problem. Paralyzed people are just as intelligent as everyone
           | else!
        
             | dymk wrote:
             | They're talking about the motion control and planning,
             | which is certainly in the scope of what ML/AI is solving
             | nowadays.
        
             | function_seven wrote:
             | I'm sure that the physical part of this problem is also
             | hard. But I have a lot more faith in robotics people coming
             | up with the right "hands" with appropriate sensors on them
             | to grasp a single piece of clothing and separate it from a
             | pile, and then to manipulate that item on a large work area
             | until it is folded. Maybe some delicate load sensors in the
             | fingertips to adjust gripping force appropriately between
             | the silk blouse and the corduroy trousers. Maybe no fingers
             | at all, and just vacuum-and-pneumatic fabric handling
             | devices. Or some other combination.
             | 
             | The things I've seen on assembly lines are beautiful and
             | clever. But they all rely on a sort of consistency of
             | input.
             | 
             | So yeah, that part is hard. But I think the intelligent
             | control of whatever apparatus is used is harder still. To
             | be able to recognize the different items, know when to turn
             | them inside out, know when to bring the unbuttoned halves
             | of a dress shirt together, etc. That's all very hard! Going
             | from a chaotic pile of mixed clothing to a neat stack of
             | folded garments is something a child can do easily, but no
             | AI controlled robot in the world can do at all.
             | 
             | And if it fails on fitted bottom sheets, I won't dock it
             | any points. Even _I_ can 't do that!
        
             | TOMDM wrote:
             | I don't think robotics are the part holding back a clothes
             | folding robot.
             | 
             | If you hooked up some basic manipulators to a VR
             | controller, I'm pretty sure I could fold some shirts.
             | 
             | Not particularly well or quickly, but to a level that I'd
             | be happy to see from a first generation shirt folding
             | robot.
        
           | joshcryer wrote:
           | The thing is, I really think you could train a folding robot
           | if you had the dataset to do it, just hire a few hundred
           | clothes folding people who work for a large industrial
           | laundry to wear eye tracker things and full body movement
           | trackers. It'll probably 'just work' just like this and we
           | still won't have an idea how, heh.
        
           | hwers wrote:
           | Hang on to NP complete problems instead, that one will stick
           | around for a while I expect.
        
       | thenerdhead wrote:
       | These are pretty cool. They remind me of magic the gathering art
       | and some are quite visually accurate!
       | 
       | At the same time I fear for my illustrator/digital artist
       | friends.
        
       | jl6 wrote:
       | One could argue that image generation has been possible for
       | years, using tools like Photoshop, but the prospect of mass
       | automated production of images to order catapults us into a whole
       | new world where our concept of evidence is severely undermined.
       | 
       | "Dall-E, generate a collection of images showing plausible war
       | crimes from the current conflict"
       | 
       | "Dall-E, take this image of Dallas in 1963 and infer a new angle
       | showing the real shooter"
       | 
       | "Dall-E, generate a photoshoot showing a supportive crowd
       | rallying round the leader cheering his latest policy. Work with
       | GPT-3 to generate plausible Twitter profiles, timelines and memes
       | with 3 to 8 year history for each one of the supporters,
       | including fake arguments, 78% of which are won by the pro-leader
       | account."
        
         | Jeff_Brown wrote:
         | Seems like that's where we're headed.
         | 
         | One end-game I imagine would involve more reliance on written,
         | cryptographically-signed testimony, and people having to keep
         | track of whether their sources are fallible (whereas certain
         | media outlets today seem to be able to routinely tell whoppers
         | and not get punished for it).
        
           | jl6 wrote:
           | A world where everybody should be checking the digital
           | signatures and chain of custody of tiktoks... but nobody
           | does.
        
         | divbzero wrote:
         | Reminds me of the reputation-based filtering system that Neal
         | Stephenson described in _Anathem_ for their version of the
         | Internet:
         | 
         | "Anyone can post information on any topic. The vast majority of
         | what's on the Reticulum is, therefore, crap. It has to be
         | filtered.... When I look at a given topic I don't just see
         | information about that topic. I see meta-information that tells
         | me what the filtering systems learned when they were conducting
         | the search. If I look up _analemma_ , the filtering system
         | tells me that only a few sources have the provided information
         | about this and that they are mostly of high repute.... If I
         | look up the name of a popular music star who just broke up with
         | her boyfriend, the filtering system tells me that a vast amount
         | of data has been posted on this topic quite recently, mostly of
         | very low repute."
         | 
         | Our Internet's search engines already do a limited version of
         | this, but there's room to make the reputation-based filtering
         | stronger and more transparent to users.
        
         | user3939382 wrote:
         | We can be fairly certain of this future extrapolating from the
         | world we live in now, where it is common for non-technical
         | society to suspect the veracity of photos and videos because
         | CGI can be practically indistinguishable from reality.
        
         | babyshake wrote:
         | I have a young child. I think about this almost every day and
         | how I'm somehow going to need to start navigating through this
         | type of world and help my child navigate through it.
        
         | recuter wrote:
         | Those are great examples of prompts it wouldn't be able to
         | produce.
         | 
         | It could potentially spew out a grainy black and white photo of
         | a shooting of somebody by someone somewhere. But it would not
         | be Oswald and JFK and not the real Dallas.
        
           | robbedpeter wrote:
           | Yet, anyway. For the jfk example, it's not implausible that
           | you could use a nerf type system to generate the 3d scene,
           | then use physics and ballistics models with a CLIP style text
           | interchange to produce statistically verifiable results from
           | natural language queries. These models are too big and
           | unwieldy right now to allow for much finesse, but in 10 or 20
           | years, that will change. We're barely scratching the surface
           | of Transformers potential, and radical new algorithms or
           | optimizations are likely - a huge amount of human brain power
           | is focused on these things.
        
             | recuter wrote:
             | All the more impressive that the CIA was able to fake those
             | videos without any computing power ;)
        
           | adamsmith143 wrote:
           | Of course plenty of folks have made homegrown versions of
           | Dall-e and GPT-3 and it would be a matter of time before they
           | replicate this a well.
        
         | status200 wrote:
         | If you read OpenAI's disclosures, they explicitly programmed
         | around the concerns that you've raised.
         | 
         | >Our content policy does not allow users to generate violent,
         | adult, or political content, among other categories. We won't
         | generate images if our filters identify text prompts and image
         | uploads that may violate our policies. We also have automated
         | and human monitoring systems to guard against misuse.
        
           | yur3i__ wrote:
           | OpenAI might have but the next people to make this might not.
           | Imagine Russian/Chinese gvt misinformation cells with these
           | capabilities for example.
        
       | Evidlo wrote:
       | I'm surprised how coherent most of these drawings are, instead of
       | some warped monstronsity like you see from deepdream or
       | thisanimedoesnotexist.
       | 
       | Most of them have a theme that makes sense, too.
        
         | tempestn wrote:
         | This comment in another thread suggests why that's the case:
         | 
         | > In other text-to-image algorithms I'm familiar with (the ones
         | you'll typically see passed around as colab notebooks that
         | people post outputs from on Twitter), the basic idea is to
         | encode the text, and then try to make an image that maximally
         | matches that text encoding. But this maximization often leads
         | to artifacts - if you ask for an image of a sunset, you'll
         | often get multiple suns, because that's even more sunset-like.
         | There's a lot of tricks and hacks to regularize the process so
         | that it's not so aggressive, but it's always an uphill battle.
         | 
         | > Here, they instead take the text embedding, use a trained
         | model (what they call the 'prior') to predict the corresponding
         | image embedding - this removes the dangerous maximization.
         | Then, another trained model (the 'decoder') produces images
         | from the predicted embedding.
         | 
         | https://news.ycombinator.com/item?id=30933091
        
           | drcode wrote:
           | I also read somewhere that this system has special logic
           | added to it that judges how humans would aesthetically judge
           | the final image, so in a way the impressive aesthetic
           | qualities of these images isn't totally coincidental.
        
         | Evidlo wrote:
         | OK, it looks like there is still some weirdness if you look at
         | it too closely, like extra fingers or gross faces.
        
       | mupuff1234 wrote:
       | I can't help but be suspicious since there is not site to try it
       | out, and I can't think of a good reason as to why there isn't
       | one.
        
         | educaysean wrote:
         | The tool seems to be not open to public "yet". Nothing
         | nefarious. You can join the waitlist here:
         | https://openai.com/dall-e-2/
        
         | MintsJohn wrote:
         | Needed computing power seems a good enough reason to limit it.
         | But I agree it looks too good to be true, only real use will
         | show how well it really works.
        
       | micromacrofoot wrote:
       | some of these are quite beautiful... I've seen AI-generated art
       | before, but these are outrageously better, I couldn't really
       | distinguish a lot of these from human-created art
       | 
       | this is going to absolutely obliterate some markets for
       | illustration and stock photography, unfortunately
        
       | klaussilveira wrote:
       | The fact that this is behind some bizarre invite-only pay-to-
       | experiment exclusive club is disappointing and sad. Funnily
       | enough, it brings me nostalgic memories of the days where I had
       | to wait for hours just to get a chance to use the school's only
       | computer for 30 minutes.
        
         | joshcryer wrote:
         | ElutherAI or others will probably recreate it based on the
         | paper they released. the main innovation is CLIP and how they
         | changed how it approaches turning text into images.
        
       | TOMDM wrote:
       | Creative industries are on the cusp of a massive upset.
       | 
       | Relatively soon, there will be commercial models of this quality
       | for music/code/text/speech/images/3d models etc.
       | 
       | Once these AI generated assets flow like water into the hands of
       | creators, it will significantly change the way people work.
       | 
       | I'm sure some people in this thread have had a taste of this
       | working with Copilot. For me, it's most useful as an un-sticking
       | tool, to get me moving again, or providing half remembered syntax
       | for a language I don't use as frequently.
       | 
       | There's no reason to expect that similar use cases won't make
       | their way into other industries.
       | 
       | - Rapid prototypes of models/textures for video games.
       | 
       | - Quick and easy samples for musicians.
       | 
       | - Emotive speech for audio books and transcriptions.
       | 
       | It won't replace everything, but so much of our media uses art as
       | noise, to fill a gap, and with this, it can be done almost
       | everywhere on the cheap.
        
       | [deleted]
        
       | arriu wrote:
       | Is there a future for art with this type of thing getting more
       | advanced each year?
        
         | jstummbillig wrote:
         | The future of art is for you. Just as with every other
         | occupation.
        
         | sharps_xp wrote:
         | The generated art is impressive, but there is no drawing
         | that'll replace the one my daughter draws for me. AI generated
         | art can reach and perhaps push the boundaries of what is
         | considered beautiful, but it will never replace the art created
         | by a human. Yes, there is a future for art.
        
         | 6gvONxR4sf7o wrote:
         | Yes, just like there was a future for art once the photograph
         | was invented. Certain parts of art contracted, but overall art
         | changed and expanded.
        
         | dharmab wrote:
         | There are artists who use AI art as an instrument or medium.
         | They do considerable work tuning the inputs and post-processing
         | and contextualizing the output.
        
         | whateveracct wrote:
         | The ability to draw, paint, etc will still be highly valuable.
         | 
         | In fact, in a world where the average artwork is AI derived,
         | the value of skilled artists may even go up. There's more to
         | art than technically putting lines places.
        
       | smrtinsert wrote:
       | Almost unbelievable. I'm randomly reminded of the chess
       | automaton.
        
       | kache_ wrote:
       | I've had my head in the sand for a while regarding generative AI,
       | but now I'm getting pretty scared
        
         | alcover wrote:
         | I'm in disbelief.. Scared also - why not ?
         | 
         | Someone knowledgable in this thread, please tell us it's
         | possible to backtrace such an illustration to its learning set
         | sources.
         | 
         | If these things are not just a controlled average(?) of real
         | drawings, then something gigantic has been unlocked.
        
           | 6gvONxR4sf7o wrote:
           | There's a sense in which they're a controlled average of real
           | drawings, but it's not any more useful of a lens than the
           | sense in which you're a controlled average of your
           | experiences.
        
           | gfodor wrote:
           | I'm gonna go with unlocked on this one.
        
       | zuzun wrote:
       | Oof. Editorial illustrators are about to get automated.
        
         | tantalor wrote:
         | No, you still need humans involved (with artistic ability) to
         | work the machine and sort through the chaff.
        
           | rsanek wrote:
           | The colloquial usage of "automated" isn't literally "no
           | humans are involved at all" but rather more along the lines
           | of, the effort involved or expertise required is orders of
           | magnitude lower than it was previously. I think for this
           | case, it holds.
        
           | Permit wrote:
           | > with artistic ability
           | 
           | With artistic taste, not ability. For example the author
           | likely couldn't have created any of these images himself.
        
             | jdminhbg wrote:
             | And even if the author could have created them himself, he
             | couldn't have done it in the span of a few minutes each
             | like he did for the thread.
        
           | schroeding wrote:
           | But how many humans will still be necessary, in comparison to
           | the status quo? How much will this affect the "market value"
           | of normal / non-famous illustrators?
           | 
           | But on the plus side, even small publications will get really
           | pretty, custom illustrations! :)
        
           | ALittleLight wrote:
           | Maybe, maybe not. A different model could predict whether
           | candidate images are or aren't a good fit and beyond that you
           | could generate multiple options and A/B test them generating
           | new permutations on the fly based on engagement metrics.
        
           | hwers wrote:
           | They'll just be A/B tested from out of a collection of
           | alternatives. (After all isn't that what the artistic filter
           | is supposed act as a proxy for in the first place.)
        
             | joshcryer wrote:
             | Better yet they'll be copy tested on a quick little panel
             | of a thousand people. PicFu on Mturk is about to get a
             | crapload of business. Who needs to decide when you can have
             | the hive decide for you, and it will be the best result out
             | of he given options because you just asked a thousand
             | people and you have all their metrics.
        
       | refulgentis wrote:
       | It was striking to:
       | 
       | - read the OpenAI paper
       | 
       | - notice there was a lot of words in the harm section
       | 
       | - notice the mitigations boiled down to "limit access" (a
       | marketing strategy) & "put rando colors in a very easy place to
       | crop out", have them note how easy it was to crop, yet they still
       | went with that strategy
       | 
       | - notice no one in actual AI art community has received an
       | invite, but random SV hoi polloi and OpenAI employees have
       | 
       | I had been worried about the moneyed class taking all the work we
       | had done in the open source community informing their approach
       | (check citations on the Dalle paper), privatize it via applying
       | it to a large dataset they built, and not share _any_ of their
       | data or models because "harm reduction" that amounted to
       | marketing x not risking their ability to monetize.
       | 
       | It was shocking to see DallE 2 get announced and take that exact
       | approach.
       | 
       | We'll keep working, LAIONs 5B dataset starts approaching the #s
       | cited in Meta's and OpenAI's papers.
        
         | cscurmudgeon wrote:
         | > - notice no one in actual AI art community has received an
         | invite, but random SV hoi polloi and OpenAI employees have
         | 
         | Same with GPT-3. Requested an invite. Never received one. I
         | have written survey articles comparing different methods. So
         | thta was probably a red flag for them.
        
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