#AI Market

[techdriveplay]

What Is the Best Way to Use AI in Content Creation?

Artificial Intelligence (AI) has transformed various industries, and content creation is no exception. By understanding what is the best way to use AI in content creation, creators can leverage this technology to enhance productivity, quality, and creativity. From automated writing tools to data analysis, AI offers diverse applications that can streamline the content production process, ensuring…

[sarojmarketreserch]

Cloud Telecommunication AI Market to Set a Phenomenal Growth in Near Future: Google LLC, AT&T, Cisco Systems

[markettrendus]

Latest Trends And Driving Factors That Have Been Shaping The Generative Ai Market.

Latest Trends And Driving Factors

Increased Adoption: Generative AI technologies have quickly been adopted across industries, from healthcare and finance to gaming, the creative arts and Industrying. Their increased popularity can be attributed to their ability to automate processes while personalizing experiences and producing novel content.

Deep Learning Advancements: Deep learning techniques have made significant strides toward the advancement of generative AI. GANs and VAEs, in particular, have made significant contributions towards creating convincing images, videos, text, audio files, etc. using AI models; applications include image synthesis, video game development, content creation and natural language processing.

Creative Applications: Generative AI has transformed creative industries, empowering artists, designers and musicians alike to generate original content with ease. It has enabled computer-generated graphics, music composition and even AI-generated artworks - providing artists with new ways of creating original work that they would have otherwise struggled to generate themselves.

Personalization and Recommendation Systems: Generative AI is essential to creating personalized user experiences and optimizing recommendation systems. By analyzing user preferences and historical data, these generative models generate personalized content such as product recommendations, tailored news articles, or targeted advertisements for each individual user.

Healthcare AI uses generative AI to analyze medical data, aid drug discovery efforts and customize treatments. Generative models can produce molecules with desired properties or simulate interactions among medications; additionally they aid with image analysis and diagnosis of medical images.

Generative AI applications have created ethical challenges. Deepfake technology, copyright violations, and any potential biases within generated content have raised serious ethical considerations regarding the responsible use and regulation of these generative AI apps.

Improved Hardware and Computational Power: The availability of powerful GPUs and cloud computing resources has significantly contributed to the rise and wide-scale adoption of generative AI. These technologies facilitate faster training and inference times, making the creation and deployment of these models much simpler.

Research and Development: Generative AI research is constantly progressing, with ongoing initiatives dedicated to increasing its capabilities and performance. To push its limits further, researchers are constantly creating novel architectures, training algorithms, and evaluation metrics aimed at pushing generative models further along.

Notably, the Industry for generative AI is highly fluid and ever-evolving. Trends and drivers may differ according to timeframe or Industry conditions; therefore, their effects could vary considerably from year-to-year.

Get more Information @ Generative AI Industry

[zoomar]

Imaginary pictures from an occult flea market.

[mysharona1987]

[mostlysignssomeportents]

Proud to be a blockhead

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/12/21/blockheads-r-us/#vocational-awe

This is my last Pluralistic post of the year, and rather than round up my most successful posts of the year, I figured I'd write a little about why it's impossible for me to do that, and why that is by design, and what that says about the arts, monopolies, and creative labor markets.

I started Pluralistic nearly five years ago, and from the outset, I was adamant that I wouldn't measure my success through quantitative measures. The canonical version of Pluralistic – the one that lives at pluralistic.net – has no metrics, no analytics, no logs, and no tracking. I don't know who visits the site. I don't know how many people visit the site. I don't know which posts are most popular, and which ones are the least popular. I can't know any of that.

The other versions of Pluralistic are less ascetic, but only because there's no way for me to turn off some metrics on those channels. The Mailman service that delivers the (tracker-free) email version of Pluralistic necessarily has a system for telling me how many subscribers I have, but I have never looked at that number, and have no intention of doing so. I have turned off notifications when someone signs up for the list, or resigns from it.

The commercial, surveillance-heavy channels for Pluralistic – Tumblr, Twitter – have a lot of metrics, but again, I don't consult them. Medium and Mastodon have some metrics, and again, I just pretend they don't exist.

What do I pay attention to? The qualitative impacts of my writing. Comments. Replies. Emails. Other bloggers who discuss it, or discussions on Metafilter, Slashdot, Reddit and Hacker News. That stuff matters to me a lot because I write for two reasons, which are, in order: to work out my own thinking, and; to influence other peoples' thinking.

Writing is a cognitive prosthesis for me. Working things out on the page helps me work things out in my life. And, of course, working things out on the page helps me work more things out on the page. Writing begets writing:

https://pluralistic.net/2021/05/09/the-memex-method/

Honestly, that is sufficient. Not in the sense that writing, without being read, would make me happy or fulfilled. Being read and being part of a community and a conversation matters a lot to me. But the very act of writing is so important to me that even if no one read me, I would still write.

This is a thing that writers aren't supposed to admit. As I wrote on this blog's fourth anniversary, the most laughably false statement about writing ever uttered is Samuel Johnson's notorious "No man but a blockhead ever wrote but for money":

https://pluralistic.net/2024/02/20/fore/#synthesis

Making art is not an "economically rational" activity. Neither is attempting to persuade other people to your point of view. These activities are not merely intrinsically satisfying, they are also necessary, at least for many of us. The long, stupid fight about copyright that started in the Napster era has rarely acknowledged this, nor has it grappled with the implications of it. On the one hand, you have copyright maximalists who say totally absurd things like, "If you don't pay for art, no one will make art, and art will disappear." This is one of those radioactively false statements whose falsity is so glaring that it can be seen from orbit.

But on the other hand, you know who knows this fact very well? The corporations that pay creative workers. Movie studios, record labels, publishers, games studios: they all know that they are in possession of a workforce that has to make art, and will continue to do so, paycheck or not, until someone pokes their eyes out or breaks their fingers. People make art because it matters to them, and this trait makes workers terribly exploitable. As Fobazi Ettarh writes in her seminal paper on "vocational awe," workers who care about their jobs are at a huge disadvantage in labor markets. Teachers, librarians, nurses, and yes, artists, are all motivated by a sense of mission that often trumps their own self-interest and well-being and their bosses know it:

https://www.inthelibrarywiththeleadpipe.org/2018/vocational-awe/

One of the most important ideas in David Graeber's magisterial book Bullshit Jobs is that the ground state of labor is to do a job that you are proud of and that matters to you, but late-stage capitalist alienation has gotten so grotesque that some people will actually sneer at the idea that, say, teachers should be well compensated: "Why should you get a living wage – isn't the satisfaction of helping children payment enough?"

https://memex.craphound.com/2018/06/20/david-graebers-bullshit-jobs-why-does-the-economy-sustain-jobs-that-no-one-values/

These are the most salient facts of the copyright fight: creativity is a non-economic activity, and this makes creative workers extremely vulnerable to exploitation. People make art because they have to. As Marx was finishing Kapital, he was often stuck working from home, having pawned his trousers so he could keep writing. The fact that artists don't respond rationally to economic incentives doesn't mean they should starve to death. Art – like nursing, teaching and librarianship – is necessary for human thriving.

No, the implication of the economic irrationality of vocational awe is this: the only tool that can secure economic justice for workers who truly can't help but do their jobs is solidarity. Creative workers need to be in solidarity with one another, and with our audiences – and, often, with the other workers at the corporations who bring our work to market. We are all class allies locked in struggle with the owners of both the entertainment companies and the technology companies that sit between us and our audiences (this is the thesis of Rebecca Giblin's and my 2022 book Chokepoint Capitalism):

https://chokepointcapitalism.com/

The idea of artistic solidarity is an old and important one. Victor Hugo, creator of the first copyright treaty – the Berne Convention – wrote movingly about how the point of securing rights for creators wasn't to allow their biological children to exploit their work after their death, but rather, to ensure that the creative successors of artists could build on their forebears' accomplishments. Hugo – like any other artist who has a shred of honesty and has thought about the subject for more than ten seconds – knew that he was part of a creative community and tradition, one composed of readers and writers and critics and publishing workers, and that this was a community and a tradition worth fighting for and protecting.

One of the most important and memorable interviews Rebecca and I did for our book was with Liz Pelly, one of the sharpest critics of Spotify (our chapter about how Spotify steals from musicians is the only part of the audiobook available on Spotify itself – a "Spotify Exclusive"!):

https://open.spotify.com/show/7oLW9ANweI01CVbZUyH4Xg

Pelly has just published a major, important new book about Spotify's ripoffs, called Mood Machine:

https://www.simonandschuster.com/books/Mood-Machine/Liz-Pelly/9781668083505

A long article in Harper's unpacks one of the core mechanics at the heart of Spotify's systematic theft from creative workers: the use of "ghost artists," whose generic music is cheaper than real music, which is why Spotify crams it into their playlists:

https://harpers.org/archive/2025/01/the-ghosts-in-the-machine-liz-pelly-spotify-musicians/

The subject of Ghost Artists has long been shrouded in mystery and ardent – but highly selective – denials from Spotify itself. In her article – which features leaked internal chats from Spotify – Pelly gets to the heart of the matter. Ghost artists are musicians who are recruited by shadowy companies that offer flat fees for composing and performing inoffensive muzak that can fade into the background. This is wholesaled to Spotify, which crams it into wildly popular playlists of music that people put on while they're doing something else ("Deep Focus," "100% Lounge," "Bossa Nova Dinner," "Cocktail Jazz," "Deep Sleep," "Morning Stretch") and might therefore settle for an inferior product.

Spotify calls this "Perfect Fit Music" and it's the pink slime of music, an extruded, musiclike content that plugs a music-shaped hole in your life, without performing the communicative and aesthetic job that real music exists for.

After many dead-end leads with people involved in the musical pink slime industry, Pelly finally locates a musician who's willing to speak anonymously about his work (he asks for anonymity because he relies on the pittances he receives for making pink slime to survive). This jazz musician knows very little about where the music he's commissioned to produce ends up, which is by design. The musical pink slime industry, like all sleaze industries, is shrouded in the secrecy sought by bosses who know that they're running a racket they should be ashamed of.

The anonymous musician composes a stack of compositions on his couch, then goes into a studio for a series of one-take recordings. There's usually a rep from the PFC pink slime industry there, and the rep's feedback is always "play simpler." As the anonymous musician explains:

That’s definitely the thing: nothing that could be even remotely challenging or offensive, really. The goal, for sure, is to be as milquetoast as possible.

This source calls the arrangement "shameful." Another musician Pelly spoke to said "it felt unethical, like some kind of money-laundering scheme." The PFC companies say that these composers and performers are just making music, the way anyone might, and releasing it under pseudonyms in a way that "has been popular across mediums for decades." But Pelly's interview subjects told her that they don't consider their work to be art:

It feels like someone is giving you a prompt or a question, and you’re just answering it, whether it’s actually your conviction or not. Nobody I know would ever go into the studio and record music this way.

Artists who are recruited to make new pink slime are given reference links to existing pink slime and ordered to replicate it as closely as possible. The tracks produced this way that do the best are then fed to the next group of musicians to replicate, and so on. It's the musical equivalent of feeding slaughterhouse sweepings to the next generation of livestock, a version of the gag from Catch 22 where a patient in a body-cast has a catheter bag and an IV drip, and once a day a nurse comes and swaps them around.

Pelly reminds us that Spotify was supposed to be an answer to the painful question of the Napster era: how do we pay musicians for their labor? Spotify was sold as a way to bypass the "gatekeepers": the big three labels who own 70% of all recorded music, whose financial maltreatment of artists was seen as moral justification for file sharing ("Why buy the CD if the musician won't see any of the money from it?").

But the way that Spotify secured rights to all the popular music in the world was by handing over big equity stakes in its business to the Big Three labels, and giving them wildly preferential terms that made it impossible for independent musicians and labels to earn more than homeopathic fractions of a penny for each stream, even as Spotify became the one essential conduit for reaching an audience:

https://pluralistic.net/2021/03/16/wage-theft/#excessive-buyer-power

It turns out that getting fans to pay for music has no necessary connection to getting musicians paid. Vocational awe means that the fact that someone has induced a musician to make music doesn't mean that the musician is getting a fair share of what you pay for music. The same goes for every kind of art, and every field where vocational awe plays a role, from nursing to librarianship.

Chokepoint Capitalism tries very hard to grapple with this conundrum; the second half of the book is a series of detailed, shovel-ready policy prescriptions for labor, contract, and copyright reforms that will immediately and profoundly shift the share of income generated by creative labor from bosses to workers.

Which brings me back to this little publishing enterprise of mine, and the fact that I do it for free, and not only that, give it away under a Creative Commons Attribution license that allows you to share and republish it, for money, if you choose:

https://creativecommons.org/licenses/by/4.0/

I am lucky enough that I make a good living from my writing, but I'm also honest enough with myself to know just how much luck was involved with that fact, and insecure enough to live in a state of constant near-terror about what happens when my luck runs out. I came up in science fiction, and I vividly remember the writers I admired whose careers popped like soap-bubbles when Reagan deregulated the retail sector, precipitating a collapse in the grocery stores and pharmacies where "midlist" mass-market paperbacks were sold by the millions across the country:

https://pluralistic.net/2021/07/04/self-publishing/

These writers – the ones who are still alive – are living proof of the fact that you have to break our fingers to get us to stop writing. Some of them haven't had a mainstream publisher in decades, but they're still writing, and self-publishing, or publishing with small presses, and often they're doing the best work of their careers, and almost no one is seeing it, and they're still doing it.

Because we aren't engaged in economically rational activity. We're doing something essential – essential to us, first and foremost, and essential to the audiences and peers our work reaches and changes and challenges.

Pluralistic is, in part, a way for me too face the fear I wake up with every day, that some day, my luck will run out, as it has for nearly all the writers I've ever admired, and to reassure myself that the writing will go on doing what I need it to do for my psyche and my heart even if – when – my career regresses to the mean.

It's a way for me to reaffirm the solidaristic nature of artistic activity, the connection with other writers and other readers (because I am, of course, an avid, constant reader). Commercial fortunes change. Monopolies lay waste to whole sectors and swallow up the livelihoods of people who believe in what they do like a whale straining tons of plankton through its baleen. But solidarity endures. Solidarietatis longa, vita brevis.

Happy New Year folks. See you in 2025.

[coffeenonsense]

I rarely post personal stuff on here but irl I'm a writer whose work covers tech and AI quite a bit and with the WGA strike ongoing, I really want to stress that the reason Hollywood execs and higher-ups think they can just replace writers with chatgpt or have someone come and edit AI generated text is because they already think writing is that easy.

these people look at their shows, movies, etc as marketable (re, profitable) content so all they are watching for is "okay this show performed badly" and "this movie performed well" and I can promise you in a boardroom the quality, the time and effort that went into the actual writing is NEVER discussed as a contributing factor when it comes to the difference between those two things.

That's also the reason tools like chatgpt seem like magic to these people, because they've devalued the act of creation and everything that goes into making something that resonates with its audience, so naturally something that can scrape the entire digital world and spit something out that falls in line with what you asked seems like a wizard's spell, because they ALREADY think of writing as an afterthought, something where they just go "I need a show that appeals to the 16-24 age range" and writers can just fill in the blanks and they won't have to PAY PEOPLE for that.

There's a vast difference between art and content, and if you want to see more of the former, you should be furious they're trying to replace writers with what is essentially a programmable template generator. Pay your writers.

[prokopetz]

Techbro marketing's conflation of generative language models with the term "artifical intelligence" to the point that many laypersons now think that's what AI is definitely sucks for, like, literally everybody who's working in genuine AI research, but I have to grant the way it's gotten tangled up with other historically inappropriate uses of the term "artificial intelligence" is a little bit funny. I've seen multiple unconnected discussions involving people seizing on the "AI is inherently unethical" talking point and getting heated about bad guys in single-player video games having "AI", and, like, I'd be fascinated to know what the alternative is. I'm trying to imagine a world where it's feasible for every individual goomba in Super Mario Bros. to be directed by a human operator, and I'm not sure I can, but it's definitely a place I'd like to visit.

[jjoneechan]

sorry for spoiling the surprise 😔

[sannyo-appreciation-posts]

Reimu and the vanquishing of the Market

art by: "amibazh" who's been making these silly and unique classic art style Touhou paintings since 2018

[nestedneons]

By swordspeed

[fidjiefidjie]

🎅 Marché de Noël 🎄

Source: Zulfiia Ermakova

👋 Bel après-midi

[soft5ku11]

i know this isnt what i usually post, "shut up fat kink blog" i dont fucking care sit the hell down and listen.

You're aware of the Huion New Year AIGI Tweet, right?

LEST WE FORGET, back in november last year:

If you want to buy a Wacom, Huion or Gaumon device, I'd recommend either looking into an alternative or buying secondhand/refurbished from 3rd party sellers on Ebay or something. Avoid Amazon for all the obvious reasons.

This is fucking disgusting. This is embarrassing. This is unacceptable.

most importantly,

They won't stop.

[deoidesign]

I've been told my comic feels like it was written by AI.

I suppose I'm not trying to be groundbreaking. I'm not interested in pioneering genres. I'm not writing for the purpose of literary analysis.

But written by AI...?

I'm already someone who has my humanity questioned. My identity erased. My existence disrespected. It could be worse. Anything could be worse.

But AI?

I spend weeks writing single scenes, toiling over the implications of single lines. I have goals. My writing has intent.

If you cared to read deeper, perhaps you'd see the themes. Maybe then you'd see the value. If you tried to analyze it maybe you'd see something there.

Maybe you'd see me.

Someone told me my comic seemed like it was written by AI.

And my humanity was denied one step further in that my voice was not seen in the work I've poured years of my life into.