Guest Post from Luna Linsdsey: Putting the Mind Sciences in Science Fiction

Imagine this. You are nine or ten or eleven years old. In your “tweens” as the hip kids call it. Or is that “cool”? You have moved to a foreign country “overseas” because your father was stationed there and you are experiencing non-American food for the first time. Belgium. A little country partially notable by the fact that NATO exists within it. (And so much more…)

First, it is all hotel food because there are no quarters available for you and your military family in SHAPE, Belgium (Supreme Headquarters Allied Powers Europe). And the food is good. I mean, really good. We’re talking fresh fruit, chocolate croissants, and Belgian waffles. My mom complained that she gained a pound for every day we were required to stay in that hotel. I don’t remember how long. It was too long for nine-year-old me. I just wanted a home and my things around me.

Then we were there. Living in a 300-year-old manor house in Brugelette, Belgium in 1979 because “the franc was so good.” The backyard was bigger than any school playground I’d ever played in before. The house had history. Real history. This is where “Dear Penpal, Belgium 1980” was born. “Dear Penpal, Belgium 1980” is a unique, middle grade-appropriate ghost story told through 24 physical letters that I am kickstarting from March 26th to April 26th.

In the letters a recipient will receive, I’ve included description of fritz. Real fritz (I’m convinced that Belgium is the only place to get this near-mythical food) and fritz stands with their paper cone conveyances for food beyond fritz. The only thing I really remember were the fried meatballs my father loved so much with a condiment concoction we called “goopy.” We recreated it at home with a mixture of ketchup and mayo. Dad insisted on having goopy with his fries for the rest of his life. 

I also remember going to 3-hour long meals at a tiny Belgian restaurant…whose name I never knew…that had maybe five tables, where I ate all manner of things. In this place, we were known as “the polite American family” and they would bump other reservations for us if Dad called. It was within this restaurant that I learned to be fearless about “foreign” cuisine. I would willingly taste everything at least once. 

I had two favorites: Frog legs (that really did taste like gamy chicken) in the most delicious sauce and white asparagus. The frog legs were a treat. A birthday meal. The same with the white asparagus that I thought was a special type of asparagus. It took me into my adulthood before I looked up how white asparagus was made. (I’m not going to tell you. You need to look it up yourself.) But, since then I have always loved asparagus and I consider any restaurant to serve white asparagus high class indeed. 

My time in Belgium gave me a boon. That boon is the ability to say “yes” to whatever local cuisine is offered to me. As a Guest of Honor at GothCon in Gothenburg, Sweden, I was offered smoked puffin as an appetizer at a restaurant that was located at the corner of Baldur’s Gate and Odin’s Way. I accepted. It was fine. Not really to my taste, but I’m glad I did taste it. As a Guest of Honor at Tracon in Tampere, Finland at a Viking feast, the interesting food I was offered included duck heart (so tasty) and tar ice cream (a campfire in ice cream form). Both of which were marvels to taste. My hosts were so pleased that I was willing to try the food from their country. American GoHs have a reputation of being shy around “exotic” food.

Living in Belgium during my formative years gave me a willingness, and a fearlessness, to try foods outside my comfort zone, and I have been richer for that experience. My rule is: I am willing to try anything once. Twice if I am in a bad mood the first time. It’s a rule I encourage others to adopt. Otherwise, you won’t know what you are missing. 

I hope you check out my new passion project: “Dear Penpal, Belgium 1980”? Won’t you be my penpal?

—

Jennifer Brozek is an award winning author, editor, and tie-in writer. A Secret Guide to Fighting Elder Gods, Never Let Me Sleep, and The Last Days of Salton Academy were all finalists for the Bram Stoker Award. She won the Scribe Award for best tie-in Young Adult novel, The Nellus Academy Incident, and won an Australian Shadows Award for best edited publication. Visit Jennifer’s worlds at jenniferbrozek.com, or follow her social media accounts on LinkTree.

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AI is coming for your jobs, creatives! Or… it will be, eventually. Not this year. But coming soon.

Introduction
The last two years have seen surprising and indeed almost shocking advances in AI creative work. Image-generators like Dall-E, Midjourney, and Stable Diffusion that work from text prompts using diffusion models are capable of some amazingly high quality work at times, though admittedly their understanding(1) of fingers still leaves something to be desired. The even more astonishing ChatGPT can sometimes not just hold conversations that pass the Turing Test, but can also create working computer programs, compose poetry, and also write coherent short stories, apparently from scratch.

Some may reasonably argue the work of such AI systems isn’t creative at all, but is a mere regurgitation or combination of human efforts compiled from its training sets. But on the other hand, much of human art is based on pastiche and emulation, not to mention plagiarism, and both writers and artists have to spend years of training learning the techniques passed on by their instructors.

The State of the Art

Recent developments are truly astonishing given previous struggles to get AI systems to create art, prose, and other works. It’s now possible to type a few words and get some art back in a minute that might have taken a human hours or even days to produce from scratch. The quality of the AI-generated art is quite variable; from one request to another you might get back commercially usable material or you might get worthless trash. But even considering that you may have to make quite a number of requests of the system to obtain a usable image, the results are still much faster and cheaper than using a human artist for the equivalent level of work.

It’s arguable that if created by a human, these AI-generated images would sometimes be direct plagiarism. Even when not clearly a direct copy of an existing work, it’s often the case that the AI system builders failed to obtain artist permission to incorporate their work into the system’s training data. The legal consequences of this failure will work themselves out in the courts, but for now there’s nothing stopping people from making use of these tools.

At present, complete high-quality AI art is generally unobtainable no matter how much time is taken playing with prompts, but on the one hand, commercial-grade art is often quite acceptable, and on the other hand, by using the AI’s art as a basis, a skilled digital artist can create a high-quality composite of human and AI art much more quickly than working from scratch. This, for example, is what Tor did with Christopher Paolini’s recent book cover.

In the world of prose, with suitable guidance ChatGPT can generate a coherent and consistent story, but not one that’s very high quality. Without substantial revision, the current quality of such text is typically mediocre, but at present it’s not inconceivable for some exceptional AI-generated story to make it past a slush reader’s quality threshold and at least be held for review. Quite the achievement considering the high level of competition many magazines impose on contributors. This is already motivating many AI-generated submissions, though it’s unclear if they are meant for prestige and profit for their pseudonymous submitters or to count coup. Clarkesworld, for example, has reported a recent spike in AI submissions despite their guidelines to the contrary.

The Future of the Art

Because these recent developments in AI art generation have seemed to come almost from nowhere, it’s hard to say how rapidly they will improve to match or even exceed human capabilities. We should keep in mind that autonomous cars were expected to be widely available by now on the basis of work done in the 2010s, and yet after a promising beginning, only slow progress has been made and such vehicles are still unsafe on real-world roads.

On the other hand, given the eagerness of many extremely well-funded tech groups to work in this area, including not just OpenAI but Microsoft and Google among others, it’s reasonable to expect further progress up to a point. What’s the limit? For current system architectures, I expect that limit is based on these systems’ lack of explicit real-world knowledge. Just as ChatGPT is capable of absolutely authoritative but totally incorrect and easily refutable statements, these systems will be hamstrung by the inability to reason until such capabilities are combined with their generative models.

Let’s establish three bars:

1. Acceptable low-grade commercial art. The kind of graphic art that creative freelancers currently make to order for ad campaigns and other commercial applications without much funding, but which will still pay their rent. Equivalent prose would be acceptable for publication in some token and semipro magazines and for routine copywriting assignments.
2. Acceptable high-grade commercial art. Commercial art produced for highly funded campaigns by major agencies and design firms, or prose and content that can be published in the better magazines and journals.
3. Superior-to-human fine art. Masterpieces that would displace human efforts from galleries and museums and bookstore racks and win awards if AI and humans competed on a level playing field.

We’re currently just entering stage 1 for certain applications. This means that soon some semipro freelancers may experience serious competition from AI systems, and after a while some agencies and design firms may reduce their staff because their routine low-end work can be done by machine. There will still be plenty of human work involved in revising, incorporating, or compositing AI work into larger and higher quality artistic achievements, but the amount of human touch in the overall process will diminish.

At stage 2, entire industries will be turned upside down and the effects will shake up whole economies. For example, design firms may no longer require creatives, or else the few creatives they retain will largely be employed managing requests to AI systems. There will be no more need for human touch in photoshopping or otherwise compositing AI art with human-created elements as in stage 1; the AI will do all the work on demand. (Note that while some very high quality AI art has been created already, it typically requires considerable manual effort from a human to achieve such a level).

The good news is that my average-case guess for stage 2 is at least ten years, and it may well be generations before this level is achieved. The bad news is that I could be wrong and it could be next year. I was shocked by ChatGPT’s capabilities in 2022 after years of crappy chat bots that wouldn’t fool Turing for a minute, and so I may easily be wrong again. Still, I do think that without explicit real-world knowledge and reasoning abilities these tools will be unable to really excel for quite some time. At present no one has any idea how to give a generative AI system that kind of understanding.
At stage 3, humans start wondering why they should even bother creating art, especially if such superior work can be routinely requested of AI systems by anyone without incurring much cost.

Similar considerations apply for stage 3, which to my mind requires Artificial General Intelligence to achieve. Such a system is not absolutely out of the question. We just don’t know how to build one today, nor do we even have a good idea on a direction to follow to achieve such a goal.

Still, even stage 1 is problematic enough for human creatives. I’d guess full stage 1 will be achieved within five years, and whatever the courts decide about existing systems and their theft of artist work without permission, one way or another AI-generated art will become ubiquitous for inexpensive applications.

(1) Indeed, the reason that such systems don’t know how to draw fingers properly is they don’t even understand the concept of fingers. These systems don’t have old-fashioned knowledge bases that contain explicit facts or relations. The appearance of a hand is emergent from mysterious mathematical features derived automatically from the digitized training set. Discrete counts of things that characteristically appear in fixed numbers in nature but are often hidden from view in individual images can be problematic for such systems. Human images very frequently show two clearly identifiable arms and legs and so AI images get these right more often than not (not always however!) but hands in photographs less frequently show all five fingers clearly, and so generated images often don’t do so either.

BIO: Laurence Raphael Brothers is a writer and a technologist with five patents and a background in AI and Internet R&D. He has published over 50 short stories in such magazines as Nature, PodCastle, and Galaxy’s Edge. His noir urban fantasy novellas The Demons of Wall Street, The Demons of the Square Mile, and The Demons of Chiyoda are available from Mirror World Publishing, while his new standalone novel The World’s Shattered Shell has just been published by Water Dragon.
Pronouns: he/him.
Twitter: @lbrothers.
Mastodon: @laurence@petrous.vislae.town.
Website: https://laurencebrothers.com.