this post was submitted on 28 Apr 2025
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cross-posted from: https://hexbear.net/post/4742235

Democratization of Capitalist Values

Democratization is a word often used with technological advancement and the proliferation of open-source software. Even here, the platform under which this discussion is unfolding, we are participating in a form of "democratization" of the means of "communication". This process of "democratization" is often one framed as a kind of universal or near universal access for the masses to engage in building and protecting their own means of communication. I've talked at length in the past about the nature of the federated, decentralized, communications movement. One of the striking aspects of this movement is how much of the shape and structure this democratization of communication shares with the undemocratic and corporate owned means of communication. Despite being presented with the underlying protocols necessary to create a communication experience that fosters true community, the choice is made instead to take the shape and structure of centralized, corporate owned speech and community platforms and "democratize" them, without considering the social relations engendered by the platforms.

As Marxists, this phenomenon isn't something that should seem strange to us, and we should be able to identify this phenomenon in other instances of "democratization". This phenomenon is what sits at the heart of Marxist analysis, and it is the relationship between the Mode of Production and the Super Structure of society. These "democratized" platforms mirror their centralized sisters, and are imbued with the very same capitalist values, in an environment that stands in conflict with those very same values. If this means of democratization of online community and communication was to be truly democratic, it would be a system that requires the least amount of technical knowledge and resources. However, those operators that sit at the top of each of these hosted systems exist higher on the class divide because they must operate a system designed to work at scale, with a network effect at the heart of its design. This is how you end up with the contradictions that lay under each of these systems. Mastodon.org is the most used instance, and its operators have a vested interest in maintaining that position, as it allows them and their organization to maintain control over the underlying structure of Mastodon. Matrix.org is the most used instance for its system for extremely similar reasons. Bluesky has structured itself in such a way that sits it on the central throne of its implementation. They have all obfuscated the centralization of power by covering their thrown with the cloak of "democratization". Have these systems allowed the fostering of communities that otherwise drown in the sea of capitalist online social organizing? There is no doubt. Do they require significant organizational effort and resources to maintain? Absolutely. Are they still subject to a central, technocratic authority, driven by the same motivations as their sister systems? Yes, they are.

This brings me to AI, and it's current implementation and design, and it's underlying motivations and desires. These systems suffer from the same issues that this very platform suffer from, which is, that they are stained with the values of capital at their heart, and they are in no means a technology that is "neutral" in its design or its implementation. It is foolish to say that "Marxists have never opposed technological progress in principle", in that this statement also handwaves away the critical view of technology in the Marxist tradition. Marx spends more than 150 pages---A tome in its own right---on the subject of technology and technological advancement under Capitalism in Volume 1 of Capital. Wherein he outlines how the worker becomes subjugated to the machine, and I find that this quote from Marx drives home my position, and I think the position of others regarding the use of AI in its current formation (emphasis mine).

The lightening of the labour, even, becomes a sort of torture, since the machine does not free the labourer from work, but deprives the work of all interest. Every kind of capitalist production, in so far as it is not only a labour-process, but also a process of creating surplus-value, has this in common, that it is not the workman that employs the instruments of labour, but the instruments of labour that employ the workman.


Capital Volume 1, Production of Relative Surplus Value\Machinery and Modern Industry\Section 4: The Factory

What is it, at the core of both textual and graphical AI generation, that is being democratized? What has the capitalist sought to automate in its pursuit of Large Language Model research and development? It is the democratization of skill. It is the alienation of the Artist from the labor of producing art. As such, it does not matter that this technology has become "democratized" via open-source channels because at the heart of the technology, it's intention and design, it's implementation and commodification, lay the alienation of the artist from the process of creating art. It is not the "democratization" of "creativity". There are scores of artists throughout our history whose art is regarded as creative despite its simplicity in both execution and level of required skill.

One such artist who comes to mind is Jackson Pollock, an artist who is synonymous with paint splattering and a major contributor to the abstract expressionist movement. His aesthetic has been described as a "joke" and void of "political, aesthetic, and moral" value, used as a means of denigrating the practice of producing art. Yet, it is like you describe in your own words, "Creativity is not an inherent quality of tools — it is the product of human intention". One of the obvious things that these generative models exhibit is a clear and distinct lack of intention. I believe that this lack of "human intention" is explicitly what drives people's repulsion from the end product of generative art. It also becomes "a sort of torture" under which the artist becomes employed by the machine. There are endless sources of artists whose roles as creators have been reduced to that of Generative Blemish Control Agents, cleaning up the odd, strange, and unintentioned aspects of the AI process.

Capitalist Mimicry and The Man In The Mirror

One thing often sighted as a mark in favor of AI is the emergence of Deepseek onto the market as a direct competitor to leading US-based AI Models. Its emergence was a massive and disruptive debut, slicing nearly $2-trillion in market cap off the US Tech Sector in a mater of days. This explosive out of the gate performance was not the result of any new ideologically driven reorientation in the nature and goal of generative AI modeling philosophy, but instead of the refinement of the training processes to meet the restrictive conditions created by embargos on western AI processing technology in China.

Deepseek has been hailed as what can be achieved under the "Socialist Model" of production, but I'm more willing to argue that this isn't as true as we wish to believe. China is a vibrant and powerful market economy, one that is governed and controlled by a technocratic party who have a profound understanding of market forces. However, their market economy is not anymore or less susceptible to the whims of capital desires than any other market. One prime example recently was the speculative nature of their housing market, which the state is resolving through a slow deflation of the sector and seizure of assets, among other measures. I think it is safe to argue that much of the demands of the Chinese market economy are forged by the demands of external Capitalist desires. As the worlds forge, the heart of production in the global economy, their market must meet the demands of external capitalist forces. It should be remembered here, that the market economy of China operates within a cage, with no political influence on the state, but that does not make it immune to the demands and desires of Capitalists at the helm of states abroad.

Yes. Deepseek is a tool set released in an open-source way. Yes, Deepseek is a tool set that one can use at a much cheaper rate than competitors in the market, or roll your own hosting infrastructure for. However, what is the tool set exactly, what are its goals, who does it benefit, and who does it work against? The incredible innovation under the "Socialist model" still performs the same desired processes of alienation that capitalists in the west are searching for, just at a far cheaper cost. This demand is one of geopolitical economy, where using free trade principles, Deepseek intends to drive demand away from US-based solutions and into its coffers in China. The competition created by Deepseek has ignited several protectionist practices by the US to save its most important driver of growth in its economy, the tech sector. The new-found efficiency of Deepseek threatens not just the AI sector inside of tech, but the growing connective tissue sprung up around the sector. With the bloated and wasteful implementation of Open AI's models, it gave rise to growing demand for power generation, data centers, and cooling solutions, all of which lost large when Deepseek arrived. So at its heart, it has not changed what AI does for people, only how expensive AI is for capitalists in year-to-year operations. What good is this open-source tool if what is being open sourced are the same demands and desires of the capitalist class?

Reflected in the production of Deepseek is the American Capitalist, they stand as the man in the mirror, and the market economy of China as doing what a market economy does: Compete for territory in hopes of driving out competition, to become a monopoly agent within the space. This monopolization process can still be something in which you distribute through an open-source means. Just as in my example above, of the social media platforms democratizing the social relations of capitalist communal spaces, so too is Deepseek democratizing the alienation of artists and writers from their labor.

They are not democratizing the process of Artists and Laborers training their own models to perform specific and desired repetitive tasks as part of their own labor process in any form. They hold all the keys because even though they were able to slice the head from the generative snake that is the US AI Market, it still cost them several million dollars to do so, and their clear goal is to replace that snake.

A Renaissance Man Made of Metal

Much in the same way that the peasants of the past lost access to the commons and were forced into the factories under this new, capitalist organization of the economy, the artist has been undergoing a similar process. However, instead of toiling away on their plots of land in common, giving up a tenth of their yield each year to their lord, and providing a sum of their hourly labor to work the fields at the manor, the Artist historically worked at the behest of a Patron. The high watermark for this organization of labor was the Renaissance period. Here, names we all know and recognize, such as da Vinci, Michelangelo, Raphael, and Botticelli were paid by their Patron Lords or at times the popes of Rome to hone their craft and in exchange paint great works for their benefactors.

As time passed, and the world industrialized, the system of Patronage faded and gave way to the Art Market, where artists could sell their creative output directly to galleries and individuals. With the rise of visual entertainment, and our modern entertainment industry, most artists' primary income stems from the wage labor they provide to the corporation to which they are employed. They require significant training, years and decades of practice and development. The reproduction of their labor has always been a hard nut to crack, until very recently. Some advancements in mediums shifted the demand for different disciplines, 2D animators found themselves washed on the shores of the 3D landscape, wages and benefits depleted, back on the bottom rung learning a new craft after decades of momentum via unionization in the 2D space. The transition from 2D to 3D in animation is a good case study in the process of proletarianization, very akin to the drive to teach students to code decades later in a push for the STEM sector. Now, both of these sectors of laborers are under threat from the Metal Renaissance Man, who operates under the patronage of his corporate rulers, producing works at their whim, and at the whim of others, for a profit. This Mechanical Michelangelo has the potential to become the primary source of artistic and---in the case of code---logical expression, and the artists and coders who trained him become his subordinates. Cleaning up the mistakes, and hiding the rogue sixth finger and toe as needed.

Long gone are the days of Patronage, and soon too long gone will be the days of laboring for a wage to produce art. We have to, as revolutionary Marxists, recognize that this contradiction is one that presents to artists, as laborers, the end of their practice, not the beginning or enhancement of that practice. It is this mimicry that the current technological solutions participate in that strikes at the heart of the artists' issue. Hired for their talent, then, used to train the machine with which they will be replaced, or reduced. Thus limiting the economic viability of the craft for a large portion of the artistic population. The only other avenue for sustainability is the Art Market, which has long been a trade backed by the laundering of dark money and the sound of a roulette wheel. A place where "meritocracy" rules with an iron fist. It is not enough for us to look at the mechanical productive force that generative AI represents, and brush it aside as simply the wheels of progress turning. To do so is to alienate a large section of the working class, a class whose industry constitutes the same percentage of GDP as sectors like Agriculture.

I have no issue with the underlying algorithm, the attention-based training, that sits at the center of this technology. It has done some incredible things for science, where a focused and specialized use of the technology is applied. Under an organization of the economy, void of capitalist desires and the aims to alienate workers from their labor, these algorithms could be utilized in many ways. Undoubtably, organizations of ones like the USSR's Artist Unions would be central in the planning and development of such technological advancement of generative AI technology under Socialism. However, every attempt to restrict and manage the use of generative AI today, is simply an effort to prolong the full proletarianization process of the arts. Embracing it now only signals your alliance to that process.

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[–] [email protected] 13 points 2 days ago

I think that this machine learning stuff is just revealing the role of illustrators/writers/musicians in our society: slop factories. They're here to churn out the latest cash-grab sequel movies and generic Billboard hot 100 songs. Whatever you define "art" as, it's probably not what these industries are pumping out even with human talent.

But that's not the fault of the code because it's been like this since forever. Besides, shouldn't it come as a relief that this uninspired, unfulfilling work is becoming automated? The amount of support I'm seeing online about these infamously soul-crushing jobs is a little weird. I mean, I know unemployment is worse but people are getting all RETVRNy about grinding at their poorly paid creative jobs. Surely we can imagine a future better than wage slaving for suits, right? Beyond the commodification of all human expression? Maybe not.

[–] [email protected] 15 points 2 days ago* (last edited 2 days ago) (9 children)

(1) Marxists are pro-centralization, not decentralization. We're not anarchists/libertarians. This is good for us as it lays the foundations for socialist society, while also increasing the contradictions within capitalist society, bringing the socialist revolution closer to fruition.

This centralist tendency of capitalistic development is one of the main bases of the future socialist system, because through the highest concentration of production and exchange, the ground is prepared for a socialized economy conducted on a world-wide scale according to a uniform plan. On the other hand, only through consolidating and centralizing both the state power and the working class as a militant force does it eventually become possible for the proletariat to grasp the state power in order to introduce the dictatorship of the proletariat, a socialist revolution.


Rosa Luxemburg, On the National Question

Communist society is stateless. But if true - and most certainly it is - what really is the difference between anarchists and Marxist communists? Does this difference no longer exist, at least on the question of the future society and the "ultimate goal"? Of course it exists, but is altogether different. It can be briefly defined as the difference between large centralized production and small decentralized production. We communists on the other hand believe that the future society...is large-scale centralized, organized and planned production, tending towards the organization of the entire world economy...Future society will not be born of "nothing", will not be delivered from the sky by a stork. It grows within the old world and the relationships created by the giant machinery of financial capital. It is clear that the future development of productive forces (any future society is only viable and possible if it develops the productive forces of the already outdated society) can only be achieved by continuing the tendency towards the centralization of the production process, and the improved organization of the "direction of things" replacing the former "direction of men".


Nikolai Bukharin, Anarchy and Scientific Communism

The advance of industry, whose involuntary promoter is the bourgeoisie, replaces the isolation of the labourers, due to competition, by the revolutionary combination, due to association. The development of Modern Industry, therefore, cuts from under its feet the very foundation on which the bourgeoisie produces and appropriates products. What the bourgeoisie therefore produces, above all, are its own grave-diggers.


Marx & Engels, Manifesto of the Communist Party

(2) Much of your discussion just regards how AI is turning artists into an "extension of the machine" and further alienating their labor. But, like, that's already true for most workers. Petty bourgeois artists will have to fall to the low, low place of the common working man... gasp! The reality is that it is good for us, because a lot of these petty bourgeois artists, precisely because they are "self-made" and not as alienated from their labor as regular workers, tend to have more positive views of property right laws. If more of them become "extensions of the machine" like every proles, then their interests will become more materially aligned with the proles. They would stop seeing art as a superior kind of labor that makes them better and more important than other workers, but would see themselves as equal with the working class and having interests aligned with them.

(3) Your discussion regarding Deepseek is confusing. Yes, the point of AI is to improve productivity, but this is an objectively positive thing and the driving force of history that all Marxists should support. The whole point of revolution is that the previous system becomes a fetter on improving productivity. Whether or not Deepseek was created to improve productivity for capitalist or socialist reasons, either way, improving productivity is a positive thing. It is good to reduce labor costs.

[I]t is only possible to achieve real liberation in the real world and by employing real means, that slavery cannot be abolished without the steam-engine and the mule and spinning-jenny, serfdom cannot be abolished without improved agriculture, and that, in general, people cannot be liberated as long as they are unable to obtain food and drink, housing and clothing in adequate quality and quantity. “Liberation” is an historical and not a mental act, and it is brought about by historical conditions, the development of industry, commerce, agriculture, the conditions of intercourse.


Marx, Critique of the German Ideology

The proletariat will use its political supremacy to wrest, by degrees, all capital from the bourgeoisie, to centralise all instruments of production in the hands of the State, i.e., of the proletariat organised as the ruling class; and to increase the total of productive forces as rapidly as possible.


Marx & Engels, Manifesto of the Communist Party

(4) Clearly, for the proletariat, we "full proletarianization of the arts" is by definition a good thing for the proletarian movement.

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[–] [email protected] 2 points 1 day ago (1 children)

This is an interesting way of keeping the conversation alive outside of a single thread where it's born, which I think is really needed in this case because AI is too recent and still divides a lot of people, specially on the left. And I think Yogthos post is interesting but sorely needs a proper critique of. The main issue with the disconnect here is that we clearly lack Marxist artists in this space to speak about genAI, its uses and its issues. Otherwise we cannot claim to know their struggle nor claim to have the accurate knowledge on the subject from their perspective.

On art as a job

I, as someone who loves and appreciates art, and who wants to someday become an artist, have a very difficult time seeing how eager people here are to just throw artists under the bus, claim they are a bunch petite-bourgeois or that they are a bunch of Luddites, which they mostly aren't, art as a job is already a very proletarianized space, with artists working shit hours usually for shit pay too (just look at Japan), those that can hold it on their own are a very small minority, and artists are not going to data centers to smash the machines, even if some of them do have some Luddite rhetoric.

Furthermore, this vision people have of artists being petite-bourgeois without class consciousness is a very US/Euro-centric view. I follow a shit ton of artists in social media, and the ones I follow from my country (Brasil), even the ones with a big following, actually do tend to have class consciousness, understanding their place in class society and class struggle clearly, and no matter how much I see some of them hate genAI, rarely have I ever seen anyone advocate for the destruction of the tech, but rather advocate hardly for the need of regulation of it under capitalism.

On "democratization" of art

Yogthos likes to use photography as an example, and on a previous discussion I had with him here, he used that a lot as a counterpoint to genAI not being human made art. In there I argued that genAI is not human made art because the human is not making it, but merely asking the machine to do it. To which he argued that its like photography, because it is just a tool to be used.

Thing is, when you ask for a steak at a restaurant you do not claim to have made it yourself, but rather to have ordered it, and the same applies to genAI. The amount of interference you have with the prompt does not mean you made it yourself still, but merely that you directed the machine to do it.

The points he makes with photography in his post are correct, but the issue with his example is that photography is not being replaced by genAI. Would his example still make sense if instead of taking a photo, he asked a humanoid robot to take it? Obviously in that example, it is clear that he is not the one taking the photo, but the robot is. Now let's say you give clear instructions for the robot on how to take the best picture you can imagine on a given moment. No matter how many instructions you give the robot, at the end, did you take the picture, or did the robot do it? At best you assisted the robot and can say it was a joint effort between the two of you. This is the same situation with artists and genAI.

When cameras became widespread to the point now where everyone have one in their pockets, that's true democratization of the tool. It stopped being expensive and a niche and became more accessible to the masses. With genAI that is not exactly what we are seeing, but rather the birth of a new medium of art, one that is machine made. True democratization of art would be properly teaching it to people from a young age. Learning about art and how to express ourselves, make music, draw, write, take photos, etc, should have the same weight as learning math or physics. To make art all you need is a pencil and a paper, but because we are not taught the skill, we don't know how to do it, and thus see the shiny new robot that can do it as the way forward for the democratization of art.

The good and the bad with your post

Are they still subject to a central, technocratic authority, driven by the same motivations as their sister systems? Yes, they are.

The point you're making here about centralization under decentralized social media is interesting and definitely something that need to be discussed, but I don't see how it relates do genAI like you're proposing it does. I think this is a separate discussion.

It is the democratization of skill. It is the alienation of the Artist from the labor of producing art. As such, it does not matter that this technology has become “democratized” via open-source channels because at the heart of the technology, it’s intention and design, it’s implementation and commodification, lay the alienation of the artist from the process of creating art. It is not the “democratization” of “creativity”.

Completely agree. And I add, you don't often see people discuss the joy of creation and the process that motivates people to pursue art, be it as hobby or as a job, and yet that is extremely important to the conversation.

“Creativity is not an inherent quality of tools — it is the product of human intention”. One of the obvious things that these generative models exhibit is a clear and distinct lack of intention. I believe that this lack of “human intention” is explicitly what drives people’s repulsion from the end product of generative art.

I used to think like this, but I think it is a vibes based analysis. Art doesn't need to have intention behind it to be appreciated, the same way it doesn't need to have intention or to be human made to be considered art. Here's an example I used when debating Yogthos before: Ruby the elephant artist.

There are endless sources of artists whose roles as creators have been reduced to that of Generative Blemish Control Agents, cleaning up the odd, strange, and unintentioned aspects of the AI process.

I agree and this is extremely important. The same is also happening in the dev industry and not only are these devs and artists being alienated from their work, they now have more work to do having to fix the output of the machine, when the whole promise of AI and automation is to free us.

However, their market economy is not anymore or less susceptible to the whims of capital desires than any other market.

This is where the issue starts with your post, it is the same type or arguments made to deny that China is socialist, even tho I don't believe that's your intention. You really need to prove this claim, because as it stands, I don't think it holds any weight. You can make this argument for certain sectors of the Chinese market, but China have their key industries nationalized and under the control of the communist party and the people.

One prime example recently was the speculative nature of their housing market, which the state is resolving through a slow deflation of the sector and seizure of assets, among other measures.

Sure, but China it upon the state to fix the crisis while making their stance of house speculation pretty clear. "Houses are for living, not for speculation" - Xi Jinping. If this was a capitalist country we would have seen a disaster unfold.

Tho, if your point here is about how the rise of AI in China is obeying the logic of external capitalist demand, I do agree, but China can't simply lay back and let the capitalist world, mainly the US, become a powerhouse in a tech that is now being developed and that they don't yet dominate. Like it or not, AI is the new arms race.

The incredible innovation under the “Socialist model” still performs the same desired processes of alienation that capitalists in the west are searching for, just at a far cheaper cost. This demand is one of geopolitical economy, where using free trade principles, DeepSeek intends to drive demand away from US-based solutions and into its coffers in China.

Ok, here's the thing. Will China use these AI tools to replace workers and throw them under the bus? I don't have enough knowledge about China to answer that, but, if instead of simply replacing them, China uses this tech to reduce the amount of work instead of increasing it and transition these workers into new jobs, them this is a non-issue, as that is how it should be handled.

So at its heart, it has not changed what AI does for people, only how expensive AI is for capitalists in year-to-year operations. What good is this open-source tool if what is being open sourced are the same demands and desires of the capitalist class?

Your not taking into consideration that the US tech AI bubble worked by having these capitalist pigs throw around a shit ton of money in hopes that the next breakthrough in the tech that would result in a monopoly was near, which its closed source design also corroborated. DeepSeek shattered that notion. It showed that you don't need nearly enough capital to make it work well. That itself is already a good punch, but then they proceed to Open Source it and deliver the second punch.

It is not enough for us to look at the mechanical productive force that generative AI represents, and brush it aside as simply the wheels of progress turning. To do so is to alienate a large section of the working class, a class whose industry constitutes the same percentage of GDP as sectors like Agriculture.

Absolutely agree. That's why I think we should stand with the artists and should not be using genAI in it's current form where the artists are being replaced by a machine that only came to be with the unpaid labor of non-consenting artists. To continue to use it as it is right now is to yell a big FUCK YOU to them.

We should instead help them organize, show solidarity, inform other workers that are hostile to them right now, advocate and push for regulation, while also participating in the creation of these tools in the open without the issues presented above.

[–] [email protected] 3 points 1 day ago (1 children)

Thanks for your reply! I want to address this:

Tho, if your point here is about how the rise of AI in China is obeying the logic of external capitalist demand, I do agree, but China can't simply lay back and let the capitalist world, mainly the US, become a powerhouse in a tech that is now being developed and that they don't yet dominate. Like it or not, AI is the new arms race.

China has a market economy, the market economy still operates on wage labor, there is still capital accumulation happening in China, and China has billionaires, but they have the communist party to manage all those contradictions. Sometimes things slip, and the party makes a correction (housing).

We know that digital services operating in China have to abide by different rules then when operating outside of China. TikTok is a prime example of what I mean. They have very tightly controlled content guidelines to work with, and outside of China it's entirely different.

Undoubtedly this will be true of Deepseek as well. It will have a dual character, how it presents on the world economy, and how it presents on the national economy.

Geopolitical Economy operates on the same contradictions as national political economy. Capitalist nations externalize their contradictions through free trade mechanisms onto the world market and extend their demands as well.

This is what I mean when I say Chinas economy is not immune to the desires of capitalists. They have to appeal to and meet the demands of global capital. The way they mitigate those contradictions at national level is why they have one of the strongest middle class in the world and how they eliminated extreme poverty, but that doesn't mean the services they provide on the global market are devoid of the demands and wims of capital.

[–] [email protected] 3 points 1 day ago

I see, in this case I agree with you on this.

Also, A+ post comrade. I wish I had said that in my previous comment, but I basically reached the character limit there.

[–] [email protected] 19 points 2 days ago (3 children)

If this means of democratization of online community and communication was to be truly democratic, it would be a system that requires the least amount of technical knowledge and resources.

That doesn't really follow. Marxists acknowledge the necessity of division of labor and hierarchies. People with specific skills end up serving specific types of roles within the community. The notion of flat structures and direct democracy is an anarchist concept. Technically knowledgeable workers are still part of the working class, which is people who sell labour for a living. Their interests stand in direct opposition with the interests of capital owning class just as do those of all other workers.

This brings me to AI, and it’s current implementation and design, and it’s underlying motivations and desires. These systems suffer from the same issues that this very platform suffer from, which is, that they are stained with the values of capital at their heart, and they are in no means a technology that is “neutral” in its design or its implementation.**

This is a false premise because this technology exists outside capitalism. Community developed models or models developed in countries like China where different political and material conditions exist clearly fall outside capitalist framework. Given that this technology exists, and it's being actively developed outside the west, I don't really think this premise holds water.

It is the democratization of skill. It is the alienation of the Artist from the labor of producing art. As such, it does not matter that this technology has become “democratized” via open-source channels because at the heart of the technology, it’s intention and design, it’s implementation and commodification, lay the alienation of the artist from the process of creating art.

While Marx recognized how technology would be used to alienate workers within the capitalist framework, Marx never advocated against technological progress or automation. In fact, his whole argument is that the alienation of workers is precisely what sets the stage for socialism as capitalist system becomes increasingly unpalatable to the working majority.

China is a vibrant and powerful market economy, one that is governed and controlled by a technocratic party who have a profound understanding of market forces.

You're coming dangerously close to making a fallacy of equating markets with capitalism here. Markets are not at odds with socialism in any way, nor is China even the first market driven socialist economy. I urge you to read up on Hungary and Yugoslavia as prior examples.

It should be remembered here, that the market economy of China operates within a cage, with no political influence on the state, but that does not make it immune to the demands and desires of Capitalists at the helm of states abroad.

This is a hand wavy statement that does not directly support your assertion regarding DeepSeek. You would have to explicitly establish the mechanism that you believe affects the way DeepSeek is subverted by external capitalist forces.

So at its heart, it has not changed what AI does for people, only how expensive AI is for capitalists in year-to-year operations. What good is this open-source tool if what is being open sourced are the same demands and desires of the capitalist class?

You're once again using a false premise here. The obvious answer is that lower power cost makes this tool available to regular people. It wrests control of the tools out of the hands of capitalists and makes it possible for everyone to use them in any way they see fit. Another way to put it, is that it puts the means of production in the hands of the workers.

They are not democratizing the process of Artists and Laborers training their own models to perform specific and desired repetitive tasks as part of their own labor process in any form.

That's literally what's happening. AI tools like ComfyUI are already being used by artists to collaborate and bring their visions to life, particularly for smaller studios. These tools streamline the workflow, allowing for a faster transition from the initial sketch to a polished final product. They also facilitate an iterative and dynamic creative process, encouraging experimentation and leading to unexpected, innovative results. Far from replacing artists, AI expands their creative potential, enabling smaller teams to tackle more ambitious projects.

However, every attempt to restrict and manage the use of generative AI today, is simply an effort to prolong the full proletarianization process of the arts. Embracing it now only signals your alliance to that process.

It's simply delaying the inevitable without actually doing anything to improve the situation in the long run. The AI boycott movement is peak liberal idealism. It’s the political equivalent of shaking a fist at the sky. Unhappy with the tech? Can’t imagine real action? Just vote it away! As if moral posturing ever stopped a single corporation.

Real action involves building instead of pleading. Open development where artists, engineers, and communities co-create tools is the only path to wrest control from Silicon Valley’s black boxes. You don’t vote out exploitation, you have to put in work to replace it. My whole argument in the original post is that the way forward is to build tools outside capitalist framework, instead of ceding control to corporations which is what rejecting the use of this tech will ultimately accomplish.

[–] [email protected] 8 points 2 days ago* (last edited 2 days ago) (1 children)

Marx never advocated against technological progress or automation

Fun fact, Bernstein did so, bastardising Marx.

[–] [email protected] 5 points 1 day ago

lol reactionary thought lives on :)

[–] [email protected] 14 points 2 days ago* (last edited 1 day ago) (1 children)

Thanks for your patience and diligence. These vibes-based-luddite posts/comments were initially surprising to see on an ML thread but now it just feels pathetic, there's only so many ways one can explain this stuff; it's clear that artisans are having reactionary takes as they fear proletarianization.

(I really don't understand why this is so hard to understand; it's such a basic aspect of marxism and capital that the more I see this stuff on lemmygrad the more I feel like I am outgrowing lemmygrad from an ML perpective. Honestly your posts are like 90% why I am still hanging around.)

[–] [email protected] 15 points 2 days ago (2 children)

Thanks, I think helping with education on these fundamental issues is essential. If even the ML community here cannot establish a coherent and principled analysis of such topics, it spells trouble for Marxists in the West as a whole. In my view, Lemmygrad has significant potential as an educational platform, given that most participants here already possess at least a foundational grasp of Marxist theory. Those of us with deeper expertise should take responsibility for guiding others to advance their understanding in turn. It's the only way we can grow.

[–] [email protected] 16 points 2 days ago (1 children)

I've been following both posts and looking at this stuff from a lot of people. Some IRL communist friends as well. I always have these two gripes (or three, depending on how it's counted)

  • Art is already (profoundly) commodified: Look at the whole Hollywood complex. And, even if you want to be super specific, at animation. Human hand drawn art is already commodified. Look at Magic: the Gathering art. Look at any piece of drawn advertising. I'm not even bringing up photography, photo editing, filmography, 3D modeling, acting and such to the loop. I've read in another comment that the OP has more of a "it's about the sincerity of the art", like, we know that corporate art is (to some degree) soulless regardless of human intent or not. So, automating it would be a good way to take away this burnout-inducing lack of the artist's will. (This last part is written in naïvety, just to bridge to this second part)

  • Most arguments liberal artists use are more like labor aristocracy than anything: From what I usually get, at least from my reality and part of the world, people who graduate in or study arts are, usually, people with so much money that they can afford to not ever work to sustain themselves, or are from a proletariat class that is either looking for some economic ascension, but is lost in some romantic thought about the artistic profession. And, again, using my own experience, those are people that like to entrench themselves in such arguments. So, I go with the thought process of the textile industry during the industrial revolution

The final gripe is just a pedantism: please, let's call it image generation. We use AI all the time. Not for LLMs only, but for disease diagnosis, image recognition, text recognition, audio noise suppression, traffic control and so much more. People usually throw the baby out with the bathwater, but it just shows their complete ignorance on the matter.

[–] [email protected] 10 points 2 days ago

Those are excellent points. I completely agree that the liberal worldview dominates Western thought, even within leftist circles, and this inevitably leads to reactionary analyses that offer no real solutions. You’re also right that we should clarify what kind of AI systems we’re discussing, since many aren’t even LLMs. Symbolic logic and other AI methods exist, but LLMs are just the latest hype cycle soaking up all the attention.

[–] [email protected] 9 points 2 days ago* (last edited 2 days ago) (1 children)

You are right but as a westerner I am being increasingly disillusioned by other westerners; our class on the world stage slows down our progression. My frustration is probably projection on my part as a labor aristocrat with conflicting priorities. I suspect despite a lack of coherent theory a lot of comrades here on these forums are probably doing significantly more than I am IRL. (Heck I wanted to do a deep dive article into nations/genders as effective classes but it has been ages and I still have not found the time to do it.)

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[–] [email protected] 16 points 3 days ago (3 children)

The more I read about this whole llm thing, the more I hate "artists". Why can picture drawers be so pretentious to call everything they make "art"?

I draw pictures as a hobby and they're not art, they're just pictures.

The "art market" is NFTs before blockchain. If those rich dumbasses really liked the pictures so much, they'd take a photo, or a copy. But no, they need the "original" because they think it will go up in "value" (sell to bagholder).

[–] [email protected] 5 points 2 days ago

Yeah, english definition of the word "art" is bound to create a resistance to it, that's why words like "daub" or "slop" keeps emerging.

[–] [email protected] 3 points 2 days ago (1 children)

So what is the definition of art then? At what point can a doodle be considered art?

[–] [email protected] 5 points 2 days ago* (last edited 2 days ago)

Art is to a person what is considered art by that person, its personal

Seems like i'm getting tripped over by a language barrier here, it seems like the word for art in my lang might mean something different than the english one

Edit: another thing I noticed is that my brain, for some reason, only says "art" when looking at a collage, as in "collage=art, no collage=not art". No idea why...

[–] [email protected] 4 points 2 days ago (1 children)

I draw pictures as a hobby as well. However, I understand that the vast majority of "art" is created by wage laborers, the majority of which fall into the entertainment and games industries, industries that are both notorious for over working their laborers. I'm sorry that you seem to have this growing "hate" for a subsection of the working class, it doesn't seem very comradely of you if I'm being honest. These "picture drawers" are who exactly? The ones you diminish with your tone and words work longer hours under more stressful conditions than myself as a hobbyist artist. It is funny that Yog uses photography as his primary example in his essay because photography is a field of creative work that only exists as a result of technological advancements. The camera does not alienate the artist from the process of creating art, it created the artist. It is, in its self, neutral in all regards to the artist because without it there would be no photography. It stands in stark and blazing contrast to that of textual and graphical AI "art", in the sense that, if generative text and graphic AI tools were to vanish tomorrow, there would still be graphical art being produced, and there would still be literature being written.

Somehow, I am not shocked to see this opinion from a Lemmygrad user. As of late, I have noticed a growing acceptance of the weapon of alienation against the wage labor artist. That is the chief complaint here, isn't it? That this "tool" is not one of neutrality, unlike many of the other advancements in both entertainment and games. Generative AI produces end products because they are trained on end products, this is precisely how the tool reduces the artists' role to that of a subordinate to it. Sure, as Yog points out, there are people doing novel things with AI as part of a bespoke workflow, but that is not what the vast majority of capitalists desire when looking at these tools. They want to cut out graphical designers, stock photography licenses, and low-level artists. They intend to contract an artist for a set amount of time, and then train an AI model on their limited labor, and then never hire them again.

Hobbyists like myself, yourself, and like Yog have no skin in the game with this argument, except as a unified class in a struggle against capitalist desires. The line is drawn there. I have the luxury of producing my own drawings in what limited leisure time I have. Ironically, artists in the creative fields, looking to work for a wage or a commission, to sustain their living conditions, produce more art in service of reproducing their own labor, than art for the sake of creating art. In that way, I have more creative freedom than that of an artist who works in the field for a living.

So again, I'm sorry that you've found yourself on the side of capital in this regard. Maybe you'll come to see that to be true in the future. I do not suspect that I'll have changed your position with a few paragraphs of text.

[–] [email protected] 9 points 2 days ago* (last edited 2 days ago) (2 children)

I think the anti- "anti ai artist" sentiment at least online is (or rather should?) be more directed towards the semi-hobbyist to small-business-petit-bourgeois types that pitch their weight with our class enemies, eg will side with stricter intellectual property laws to the point of agreeing that "art style" should be included in trademark/ip law. They also happen to be the loudest crowd when it comes to anti-ai art noise, to the point of also attacking and brigading professional artists who use ai tools. In my observation, the "small business owner" type artists are the most resistant to being proletarianized and act accordingly; in any case, many wage laborer artists also have self-biz hustles like online stores for periodic sketchbook/artbooks/prints (I point this out in a neutral manner not to detract from their primary[assuming] wage income but to color the discussion of petit bourgeois aspirations among the "[digital] artist" community).

I have seen efforts to "convert"/"deprogram" parts of the artist community away from supporting harsher ip laws and explain why Disney or record companies etc benefit the most and supporting harsher ip/etc does not benefit them, and in fact works to empower exploitative schemes of capitalists, but these efforts have a harder time gaining foothold amongst the typical anti-ai/ai art black-and-white views entrenched in the community, especially as call-out and cancellation brigades roll out regularly in those circles.


edit: I dunno if yall were around from deviantart to [idk what platforms certain art communities use anymore][idk artstation?] era but the absolute EASE that online "artists" throw the word "steal/theft" to apply to whatever they didn't like (petit capitalist mindset where "inspiration" becomes "mimickery" becomes "copying" becomes "stealing" eg "actually deprived me of money") has been around for decades at this point. I think there are still circles who treat tracing(for practice) and even referencing as untouchable/sacrilege.

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[–] [email protected] 8 points 2 days ago

In my view, the ultimate contribution of generative AI is the ability to use already developed knowledge. Most of artists work is not novel, but to use already developed styles and techniques to make something that meet their client request. Same for coding, a web developer rarely develops a custom component to build their clients app, AI makes these processes very straightforward and could liberate people from doing this boring work.

What gen AI simply can't do, and is the reason why people should embrace this tool, is create novel stuff, it cannot create an unique artstyle (well other than the AI slop artstyle) nor it can develop a faster sorting algorithm. With good gen AI people will no longer have to figure out how to reinvent the wheel and can spend more time doing the fun stuff, creating and experimenting novel stuff.

[–] [email protected] 9 points 2 days ago* (last edited 2 days ago) (1 children)

One of the obvious things that these generative models exhibit is a clear and distinct lack of intention. I believe that this lack of “human intention” is explicitly what drives people’s repulsion from the end product of generative art. It also becomes “a sort of torture” under which the artist becomes employed by the machine. There are endless sources of artists whose roles as creators have been reduced to that of Generative Blemish Control Agents, cleaning up the odd, strange, and unintentioned aspects of the AI process.

This is a fascinating way of looking at it, and one that I often struggled to put into words before. "Intentionality" is something you don't consciously associate with a piece of art, but when you think about it, human artists are in full control, and every detail and decision that is made in their art was made at their discretion.

Indeed, the very knowledge that something was generated by a machine immediately also informs you that what you're looking at was deemed good enough by the human patron of the machine, and not a deliberate, intentional production where every stroke and detail was placed there with purpose and artistic vision. It is a very comparable situation to when someone presents you with a piece of art, and they tell you that they created it themselves, versus when they present a piece of art that they commissioned someone else to create for them. In both cases, the final product fits their specifications and expresses precisely what they wish it to, but in one case, there is no doubt that each and every facet is made in service to that intention, rather than the best interpretation that a third party could come up with to match it as best as it could.

Art can have merit regardless of who makes it, machine, artist, or commissioned work at the behest of a patron. I do not think anyone can really disagree with this. But the difference lies in how we perceive the sincerity of something that comes entirely from the mind and work of human artists with a message, rather than from a machine that is fed instructions, or even an artist who is handed their specifications by someone else.

I think anyone can see even here on lemmy, that A.I agitprop is very frequently met with disdain from some, despite most agreeing with the message and the cause, and I think this is a large part of why.

[–] [email protected] 5 points 2 days ago (1 children)

I think you've really picked up on my train of thinking, this is precisely how I feel as well.

[–] [email protected] 6 points 2 days ago (1 children)

And in turn you've expressed in a very thought provoking and analytical way the things my own reptile brain and tenuous grasp of English have made me feel uncertain to say myself. Great write-up, friend.

[–] [email protected] 6 points 2 days ago

mao-wave Thanks comrade!

[–] [email protected] 19 points 3 days ago

I haven't read either yet, as I haven't had much time, but as a methodological side note I just want to say I really enjoy this "tribune" style of usage of the forum. Having well thought out polemics is part of the development of a correct line.

I'll try to read them both carefully later, but right now I just want to compliment the effort put forward by both users.

[–] [email protected] 13 points 3 days ago (4 children)

Deepseek democratizing the alienation of artists and writers from their labor.

I don't think you've sufficiently substantiated this claim. I don't think any laborers in the tech industry believe this.

Tech workers don't need to train Deepseek themselves to derive value from Deepseek in the same way that tech workers don't need to build Linux or VS Code themselves to derive value from those tools. Nothing is completely open of course. Linux development is mostly driven by for profit companies and VS Code is wholly owned by one but they both still benefit everyone and make the ecosystem more accessible.

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[–] [email protected] 11 points 3 days ago (1 children)

I think in general, the focus of the discussion needs to move away from "democratization" as phrasing. It seems like it gets used as a contrast to hegemony, but I'm not sure it's actually what we're talking about. Maybe it's a pedantic thing (but in my defense, much of this discussion is very pedantic). My understanding of democratic would be that there's an organized process going on. What seems to be the subject of discussion is more like free-for-all vs. corporate capture. How can we even talk about democratic processes in the context of living within a capitalist society, if we don't control the means of production and if we are talking about individuals making choices, without even any kind of party direction or discipline behind it?

Perhaps this is where some of my confusion comes from as to the staunchness of "anti" that some people have about certain types of AI. Suppose the conclusion from all of this were to be that this technology in the generative form is currently inseparable from capitalism and its exploitation, and that nothing good can come from it while capitalism is the dominant economic mode. By what means are we supposed to oppose it and to what end? Boycotting works for some things, but it's not even all that mainstream a tech to begin with and companies are pumping tons of money into it as aspirational tech for a market that hasn't fully materialized yet. Creating an environment of shaming and fear around it, which seems to be the more common direction of those who fervently oppose it, only sends the message that if you do want to use it, then don't tell anyone that you are doing so. It doesn't send a message in clear and simple terms as to why it is worth boycotting and what outcome is going to be achieved in concrete terms and how this outcome can be achieved in the first place. Nor does it attempt to engage with, or investigate, the reasons why some are drawn to it in the first place. (This is not a criticism of you, OP, but a criticism of the general atmosphere of how anti-generative-AI often seems to look in practice.)

Perhaps in part because of its sometimes-intersection with NFT and crypto grifters in marketing, it seems to have become something of an anti-capitalist's punching bag. A kind of easy target for directing ire at big tech and the problems of capitalism. But many of the problems that come up in relation to it already existed to some degree prior to AI, such as the tendency for the arts to be more about mass-producing things criticized as low quality than about anything inherently artistic. Or how the western internet (I can't speak for elsewhere) has ridiculous competition and content mill patterns of behavior. Generative AI accelerates and exacerbates these problems, but it is not the originator of them. So it can come out a bit scapegoating in how it looks. A lot of energy expended in saying "this is too far" as if the other stuff hasn't already been happening and leading to it.

I don't want to trivialize the downsides, but at the same time, I'm concerned that it is much ado about nothing relative to the larger problems of capitalism that need addressing. That those who oppose generative AI are themselves getting swept up in some of the marketing and believing it a bit too much; treating its potential as faster-moving and larger than it is.

[–] [email protected] 5 points 2 days ago (1 children)

There are two things at play here, that, I think, need to be addressed. There is the methodology which can be applied to write a computer program that can "learn" a task, and then there is the interactive experiences that allow you to create your own output with the pretrained model. The former is a tool in all regards, one that is "neutral" in its composition because it can be applied in broad ways in many different disciplines. The latter


a model trained on terabytes of art


exists only to alienate the artist as the wage labor worker in an attempt to reduce the overall reproduction cost of their labor. These "neural networks" can be trained to do all kinds of tasks, and in 2014 a paper was released entitled "Attention is all you need" in which most of these generative tool sets sit upon. A great example of this undelaying technology being used outside the creative fields is the work being done on proteins.

The researchers trained and tested ProtGPS on two batches of proteins with known localizations. They found that it could correctly predict where proteins end up with high accuracy. The researchers also tested how well ProtGPS could predict changes in protein localization based on disease-associated mutations within a protein. Many mutations — changes to the sequence for a gene and its corresponding protein — have been found to contribute to or cause disease based on association studies, but the ways in which the mutations lead to disease symptoms remain unknown.

Figuring out the mechanism for how a mutation contributes to disease is important because then researchers can develop therapies to fix that mechanism, preventing or treating the disease. Young and colleagues suspected that many disease-associated mutations might contribute to disease by changing protein localization. For example, a mutation could make a protein unable to join a compartment containing essential partners.

This is clearly an interesting and potentially revolutionary shift in medical technology, one that improves lives. I would see no objection to the use of this tool for this intention, it is clearly a net positive for the world. Object detection is another application for this technology that has broad use cases in terms of safety, but that same training data can be weaponized in automated weapon targeting systems as well. It is the intention that is the issue at hand here. What is the intention of building a model that can reproduce finished works of "art"? We would ask the same question about an AI model trained to identify an individual instantly simply by seeing portions of their face. What is the intention of this model, and why are we using it to identify people?

As you place it: "such as the tendency for the arts to be more about mass-producing things criticized as low quality than about anything inherently artistic." You are conflating two entirely different forms of artistic expression. There is art produced by laborers in what amounts to art factories, and then there is the more academic and philosophical process that creates Art. The objections I see surrounding AI art is from the former, not the latter. Artists who complain that an AI model has appropriated their "style" come from a place of knowing it diminishes their market appeal. Some artists are hired explicitly because they bring a unique style to a project. If an AI model can simply appropriate that style, however, then there is no need to hire this artist to begin with. This is not even an imaginative example, it is an example I have seen expressed over and over. In fact, when an artist or a team of artists works with the attention-based training algorithms to produce interesting media, I have no real issue with this, but I also know that for someone to truly own their labor in that way is incredibly difficult to do so, if not entirely impossible.

I don't want to trivialize the downsides, but at the same time, I'm concerned that it is much ado about nothing relative to the larger problems of capitalism that need addressing. That those who oppose generative AI are themselves getting swept up in some of the marketing and believing it a bit too much; treating its potential as faster-moving and larger than it is.

I don't think you're trivializing at all. This is a constructive discussion, and it should be had. This technology has a kind of mist form to it, where the nuts and bolts of how and why it works, where the tool begins and the weapon ends, are difficult to parse and identify. I don't exactly believe it is a "much to do about nothing", however, because to train models that produce the kind of images, text, reasoning and logic like the ones we have now can only be done by capital owners. The mass market "tool set" will always be a weapon of the capitalist to displace wage laborers producing some of the more complicated forms of output, art and code. There doesn't need to be a high level of potential or even a fast-moving development, it just has to be good enough for the consumer to accept uncritically, and I think the technology is good enough now that it passes that sniff test.

[–] [email protected] 5 points 2 days ago

The point about reproduction of style is fair. Though I will say, when it comes to intent, its inclusion appears to be a bit more complicated than wanting to replace artists and their style. These models depend on vast quantity and quality of data to be generalizable, and then they suffer from janky ways of interfacing with the model in order to get what you want; artist styles are one way to help with the problem that most datasets are not organically going to label style in a meticulous way and trying to do so manually for a dataset at scale could be a years long organized effort, requiring input from professional artists (e.g. to get to the point that you could sort of compose a style of very fine grain elements). And if there is no style control, then it is more so just a gacha dopamine generator, which would still be entertaining to some I imagine, but in my experience, people usually want some semblance of control over what they're getting. So far, the best I've seen on this is a case where the model can create a kind of blend out of multiple prompted for artist styles and some people focus on using this in order to be creative and make unique blends out of it, rather than just copying an artist's style outright.

Loras are more of an area that I could see being used with express intent to copy, especially because they can be applied to an already-trained model (they don't require a full retrain of a model from the ground up for it to learn a particular style). Though they are also more feasible for a singular artist to learn how to do and do on a consumer GPU, provided the model is open source, and I think services tend to shy away from offering a lora creation process for the user, if for no other reason than the loopholes it opens up into the limitations their models have (e.g. preventing people from making images that are actually illegal).

None of this is to say it isn't a problem and I don't doubt that corporations are looking at ways to streamline and reduce workload. But I don't think the tech is at a point where that process is as straightforward as it might seem. The question there for me is more so: to what extent will they try to push it anyway? The normalization of "content mill" "content" may make it easier to push it. But there is also the question of saturation. Though the creation of these models is mostly in the hands of capitalists, the usage of them is not. And how much use can the capitalists get out of streamlining via generative AI if people can just go to the models themselves and get the jank with their own personalized tweaks? Or if they can go to some small internet thing, where somebody makes the niche thing that they like?

I'm sure some kind of process is going to be attempted, similar to what happened with streaming, where they will try to drive people to AI with the offering of free and/or cheap services, and then try to drive up the price when they have a big market hold. But this, I think, is where the significance of events like Deepseek come in. Or before that, the Stable Diffusion impact on open source that had that leaked thing from google about "we have no moat". The more efficient the tech gets, the harder it will be for them to do the industry capture thing and the more it starts leaning in the direction that the average person may actually be able to train their own stuff, not just run it.

I feel like I'm meandering a bit, but to return to the point about intent:

It is the intention that is the issue at hand here. What is the intention of building a model that can reproduce finished works of “art”?

This may be a bit murky. The answer seems obvious enough under the capitalist paradigm, that it's about profit somehow and about replacing artists somehow. But I'm not sure it always started that way. From what I can find, the original "latent diffusion model" that started Stable Diffusion was made by researchers at Ludwig Maximilian University of Munich as part of the "CompVis Group". This is what I can find on them: https://ommer-lab.com/

Two of their listed affiliates, ELLIS and Helmholtz Foundation appear to have interests related to medicine and health. I did not check every affiliate in detail, but it's interesting.

Prior to that, there was also DALL-E by "Open"AI (starting out as non-profit and now being far from that). Apparently their original charter was like this:

OpenAI’s mission is to ensure that artificial general intelligence (AGI)—by which we mean highly autonomous systems that outperform humans at most economically valuable work—benefits all of humanity. We will attempt to directly build safe and beneficial AGI, but will also consider our mission fulfilled if our work aids others to achieve this outcome. To that end, we commit to the following principles:

https://web.archive.org/web/20230714043611/https://openai.com/charter

So for OAI, even in its earliest development, there seems to be a clear intent to replace. Stable Diffusion origins are not as clear. The research it came from seems to have been innocent enough. I'm not finding easily what Stable Diffusion's stated goals were though.

This is aside from the fact that you could argue a model that "can reproduce finished works of “art”" has an implicit intent to replace. But in that regard, some of it may be the architecture itself. One would think that if that was always the express intent, they would have figured out how to do the same with text generation. But text generation are completion models (more naturally functional as "continuing text you give it", so better as co-writers by default) and have to be specially tuned and setup up with special interface coding to act like a chatbot who can follow instructions. If I were talking personal preference, I'd prefer if image generation models were focused on being co-illustrators instead of start to finish. But it may be the pandora's box is already too open now on their current design.

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