Is it OK to take organic human artwork without consent and build a machine to create visual artifacts in the same style and expression? Is it OK to make money from it? Can we restrict access to it, or does it belong to mankind? Do artworks created by an AI have any value? Can only moral flesh-and-blood humans create art? Can AI be compared to a paintbrush or Photoshop, another tool used by the artist to create?

Today it seems we only have questions, no answers.  

The ethics debate gets emotional quickly. Doctors, copywriters, developers, musicians, designers, influencers, brokers, teachers, animators, lawyers, accountants - affecting every aspect of society.

Ethics or moral philosophy is a branch of philosophy that "involves systematizing, defending, and recommending concepts of right and wrong behavior". (Wikipedia)

Neural Networks and LLM Large Language Models changes everything, the legal frameworks and moral judgements will always lag behind, they can never anticipate, only react.

Marc Andreessen, co-founder of Netscape and creator of the first web browser Mosaic, sees AI-powered art as a glorious golden age.

Tweeet by Marc Andreessen

Others are not so sure. Yuval Harari, Tristan Harris and Aza Raskin writes...

What would it mean for humans to live in a world where a large percentage of stories, melodies, images, laws, policies and tools are shaped by non-human intelligence, which knows how to exploit with superhuman efficiency the weaknesses, biases and addictions of the human mind — while also knowing how to form intimate relationships with human beings? In games like chess, no human can hope to beat a computer. What happens when the same thing occurs in art, politics, and even religion?

Neural Networks mimics the function of our brain

We feed the neural network some kind of input, and the network makes a guess. With a method of telling it how well it did the network will adjust and try to make a better guess next time. After a while the network will make very good predictions. All neural networks needs some kind of input.

Image by Google CC-4.0

For the Midjourney AI the training input was text and images from datasets by German non-profit and additional Internet-scraping.  The network learned to generate images from text prompts.  The prompt for the cover image by @OrctonAI is at the end of this post.

There are few limits to what Midjourney can generate

The prompt "A viking monkey drinking a beer in a pub, manga style" results in these four variations.

Image by Midjourney prompted by @Mathieu Laplacett

Type "Cinematic Shot of a French Supermodel wearing a dress standing in a red neon lit bar" and you get this....

AI image: Cinematic Shot of a French Supermodel wearing a dress.
Midjourney 5 image - prompt by @josh_tep

But how did Midjourney learn to do this? By processing millions of images available on the Internet. Some of these images were not in the public domain, they were created by artists who perfected their art, style, and skill over many years.

Understandably creators are upset

Midjourney AI has learned the artist's individual style, the unique feeling and expression. Here are some comments from Twitter..

Please look into the data sets of what you’re using. They’re not ethically sourced, and it’s become a huge issue in the artist industry. I’d be happy to help with resources on this if needed. But 100% please look into what the artist community is saying.


For the sake of artists who have had their art ripped from them to be fed into these programs without consent, don't use this. For the sake of artists who are being accused of theft for THEIR OWN WORK that someone stole to finish in AI, don't use this


One response is that copywriters have been through this already - enter a text prompt and get well written copy. Here's "How to feed a crocodile" by Neuro-flash AI

In addition, feeding crocodiles can also help to deter them from attacking humans or livestock. If they know that there is an easy food source available, they are less likely to see us as potential prey. This can help to reduce the number of attacks that occur each year.

The writing style and tone-of-voice embraced by the AI - it had to start from somewhere.  They all have to be trained on existing data.


Developers are surprised find their work showing up in code generated by Github Copilot, a programming-AI by Microsoft. The original work distributed under a GPL open-source license requires anyone using it to credit the author, something Copilot is not doing, or possibly unable to do.

Parrot image generated by Midjourney
Generated by Midjourney - prompt by @javilop

Who owns the artwork created by an AI?

The generated AI image is a blend of many images & styles - and the minds of software architects, programmers and trainers who enabled the AI system.

In November 2022 a class-action law­suit was brought against Sta­bil­ity AI, DeviantArt, and Mid­jour­ney by Matthew Butterick for their use of Sta­ble Dif­fu­sion in "remixing the copyrighted works of millions of artists whose work was used as training data."

A Twitter thread by @hankgreen was the inspiration for this blog post. He turned his account private for a while "Taking a break because Twitter seems to be more and more on the wrong side of the battle of self righteous outrage vs nuance and complexity."  but is tweeting again, not touching AI art controversy.

Possibly we can learn from the introduction of the printing press. Dr. Richard Scott Nokes, professor of medieval literature at Troy University wrote

The printing press didn't exactly put monks or scribes out of work. Monks support their calling in a lot of different ways, so it isn't like the printing press put them out of business. [...] Also, you have to remember that the printing press is essentially only useful for mass production -- just think of all the things you handwrite every single day. I think it's more fair to say that the printing press transformed the job of the scribe.

Artists are getting accused of using AI

Images created by Stable Diffusion and Midjourney AI perfectly emulates the style of the original artist, this happened to @kochi003s

Tweet by artist kochi003s describing how her character WIP has been used by AI

Exceptions are not exceptional

Critically, an AI can not embrace common sense. Yejin Choi, AI researcher and 2022 recipient of the MacArthur grant, explains in New York Times

Let me give you another example: You and I know birds can fly, and we know penguins generally cannot. So A.I. researchers thought, we can code this up: Birds usually fly, except for penguins. But in fact, exceptions are the challenge for common-sense rules. Newborn baby birds cannot fly, birds covered in oil cannot fly, birds who are injured cannot fly, birds in a cage cannot fly. The point being, exceptions are not exceptional, and you and I can think of them even though nobody told us. It’s a fascinating capability, and it’s not so easy for A.I.

I believe it needs a human to be of any value - it knows nothing about the world it exists in and the consequences of its actions. Does it make sense to "feed crocodiles to reduce the number of attacks"? What do you feed them with? Is it realistic? Does feeding possibly attract more crocodiles?

An AI is always sure, never hesitant or ambiguous. Arvind Narayanan, computer science professor at Princeton who writes about the dangers of AI on Substack , tweeted...

“The danger is that you can’t tell when it’s wrong unless you already know the answer”.

AI and humans will be creating together. It's just a machine, anyway. Doesn't know anything about fear, suffering, hate, hunger, ecstasy, loneliness and our existential condition. It can never be real, only imitate life.

Deeper insights into the AI's world can be found in the research paper Talking About Large Language Models.

"The real issue here is that, whatever emergent properties it has, the LLM itself has no access to any external reality against which its words might be measured, nor the means to apply any other external criteria of truth."

What's next?

Midjourney v5 take photo-realism to a new level and improves hands, insects and cables which were problematic in v4. Below 'Red Haired woman climbing in the mountains' from a Twitter post by Chase Curtis

Midjourney prompt "a Red Haired woman climbing in the mountains"

And, we are only getting started, here's a prompt with Midjourney v5 by Nick St. Pierre. These two people never existed, the room does not exist. This 'photograph' never happened.

Cinematic, off-center, two-shot, 35mm film still of a 30-year-old french man, curly brown hair and a stained beige polo sweater, reading a book to his adorable 5-year-old daughter, wearing fuzzy pink pajamas, sitting in a cozy corner nook, sunny natural lighting, sun shining through the glass of the window, warm morning glow, sharp focus, heavenly illumination, unconditional love --ar 16:9
This is not a photograph

Stunning image below by @OrctonAI  "An emotional scene from a drama that won the Oscar for Best Actress. The scene captures a poignant moment where the lead character, a young woman, is standing on a cliff overlooking the sea at sunset, letting go of a bird from her hands. The sun's warm glow illuminates her face, highlighting her mixed feelings of sadness and hope. The image should capture the young woman's emotional expression, the beautiful sunset, and the sense of freedom as the bird takes flight. --ar 3:2 --v 5.1 --s 1000 --q 2  --ar 3:2 --v 5.1 --s 1000 --q 2"