Showing posts with label artificial intelligence. Show all posts
Showing posts with label artificial intelligence. Show all posts

Monday, October 7, 2024

Guest Post: Writer Brain: Artificial Not So Intelligence, by Judith Tarr

Writer Brain: Artificial Not So Intelligence 
by Judith Tarr



The authorsphere has been rumbling for a while about the hot! new! shiny! tech! that has all the bros so excited they’re shoving it into everything and making it difficult to impossible to opt out. Generative AI is supposed to save the world. Take the work out of work. Replace the struggling human brain with a set of prompts. Instant art, hardly any waiting.

This isn’t the artificial sentience of Murderbot or the Justice of Toren or even Star Trek’s Computer. It’s basically a wood chipper, but for words and images. Dump them all in, hope something useful comes out.

The problem is, at this stage in its evolution, what’s mostly coming out is garbage. A book on mushrooms that labels a deadly variety safe and delicious. Sources for academic papers that don’t exist, or are garbled or distorted. “Art” that’s off in subtle and not so subtle ways—humans with extra fingers, rooms with weirdly angled walls and ceilings, skies that never existed on this planet. It’s getting so you can’t trust anything you see online.

It's not just that the thing is not ready for prime time. It’s that it’s being pushed hard, and it’s being backed with buckets and buckets of money. Billions. For basically faery gold.

And even worse than that, it needs massive amounts of energy to run. They’re actually talking about reopening nuclear plants in order to generate enough power for the huge surge of AI that the big tech companies are avidly investing in.

All of that is bad in the way of absolute decadence. A culture so far along in its devolution that it indulges in orgies of extravagance signifying effectively nothing.

So what’s the point?

Or rather, where’s it all coming from? What’s going into the chipper? How is it being trained to come out with its confident pronouncements of, all too often, deceptive nonsense?

That’s where the authorsphere, and the artistsphere along with it, is raising some good and holy hell. Because authors’ and artists’ work is being scraped as it’s called, swept up and dumped into the chipper. And it’s not being acknowledged or compensated. It’s being stolen, in a word. As one bro lamented, “How can we make money off AI if we have to pay for the source material?”

Friday, November 3, 2023

SFWA's Statement on Artificial Intelligence

 

On October 30, the SFWA Board and the SFWA Legal Affairs Committee sent the following letter to the US Copyright Office in response to their August 2023 Notice of Inquiry regarding copyright law and policy issues in artificial intelligence, which is part of their AI Initiative.

We are aware that there is a wide range of opinion on the subject within our community, but the issues of known damage to fiction marketplaces and threats to original IP copyrights that these new AI tools pose must be made known to bureaucrats and lawmakers recommending and making policy. By doing so, when consensus emerges about the proper use of generative AI in art, we can ensure that such AI is created and utilized in a way that respects the rights of creative workers.

In the near future, we’ll have the opportunity to read other letters submitted to this call for comments, and both SFWA and individuals will be able to review them and respond. We invite all our members, but especially those writers working in gaming and comics, to make known the effects you are seeing of artificial intelligence on your careers, for good or ill.

We will continue to study this issue and speak up where we feel we can do good. The more we learn from our membership, the more effective we will be.

The SFWA Board

 

 

TEXT OF LETTER

The Science Fiction and Fantasy Writers Association (SFWA), formerly Science Fiction and Fantasy Writers of America, is a 501(c)(3) nonprofit organization whose mission is, in part, to support, defend, and advocate for writers of science fiction, fantasy and related genres. Formed in 1965, SFWA currently has over 2,500 commercially published writers in those genres across various types of media. Its membership includes writers of both stand-alone works and short fiction published in anthologies, magazines, and in other media. SFWA is not a subsidiary of any other entity. SFWA has no subsidiaries or other ownership interest in any other organization that may be affected by the Copyright Office’s policies on AI.

It is in that capacity that we write this letter in response to the Copyright Office’s call for comment on issues raised by artificial intelligence systems. As creative writers who have long had an eye on the future, we are no strangers to the concept of artificial intelligence; indeed, the work of our members is frequently mentioned by the people who over the years have made progress in that field. We have long anticipated these developments and have thought deeply over the years about its promise and pitfalls. With this in mind, it is with much regret that we cannot yet speak in favor of using AI technology in the business of creating art.

The current crop of artificial intelligence systems owes a great debt to the work of creative human beings. Vast amounts of copyrighted creative work, collected and processed without regard to the moral and legal rights of its creators, have been copied into and used by these systems that appear to produce new creative work. These systems would not exist without the work of creative people, and certainly would not be capable of some of their more startling successes. However, the researchers who have developed them have not paid due attention to this debt. Everyone else involved in the creation of these systems has been compensated for their contributions—the manufacturers of the hardware on which it runs, the utility companies that generate their electrical power, the owners of their data centers and offices, and of course the researchers themselves. Even where free and open source software is used, it is used according to the licenses under which the software is distributed as a reflection of the legal rights of the programmers. Creative workers alone are expected to provide the fruits of their labor for free, without even the courtesy of being asked for permission. Our rights are treated as a mere externality.

Perhaps, then, creative workers uniquely benefit from the existence of these artificial intelligence systems? Unfortunately, to date the opposite has been the case: SFWA has thus far seen mainly harm to the business of writing and publishing science fiction and fantasy as a result of the release of AI systems.

For example, short fiction in our genres has long been recognized as a wellspring of the ideas that drive our work as well as inspiring works in film, games, and television. Writers in our genres rely on a thriving and accessible landscape, which includes online and paper magazines. Part of the success of these publications depends on an open submission process, in which writers may submit their stories without a prior business relationship. This has frequently served as a critical opportunity for new and marginalized authors to have their voices heard.

Over the last year, these venues, particularly the ones that pay higher rates for stories, have been inundated with AI-written stories. The editors uniformly report that these submissions are poorly conceived and written, far from being publishable, but the sheer volume materially interferes with the running of these magazines. Once submission systems are flooded with such content, it takes longer to read and reject a submission than it took someone to have an AI produce it in the first place. Every submitted work must be opened and considered to verify that the writers for whom the system was originally designed are not missed or forgotten.

This amounts to a denial-of-service attack against a critical part of our community: at best, authors wait longer for the attention of a more-hurried editor; at worst, we fear that valued markets may be forced to close their doors to unsolicited submissions. As more and more users of AI hear about potential get-rich-quick submission schemes, this problem will only grow worse. Significantly, the harm to our marketplace will fall hardest on new and marginalized authors.

Likewise, novelists have reported to SFWA that their work has been increasingly crowded out in online marketplaces such as Amazon, where there is a well-known issue of large numbers of AI-generated book-length works for sale. In this case the market itself becomes clogged with AI-written books that are posted in the hopes of playing Amazon’s algorithms to lure readers into careless or adventurous spending, leaving those readers less able to find real writers’ work and less willing to take a future chance. Again it is new and marginalized authors without name recognition who will suffer most from the significant rise in noise in the marketplace, but even established authors are seeing AI-generated counterfeit works appear under their names.

In addition, we have received reports of AI systems trained on copyrighted material being induced to produce material that would be a violation of the original creators’ rights to license derivative works. The background and setting of science fiction and fantasy books are uniquely copyrightable and suited to derivative works that may not even copy the characters, but only the world in which the story takes place. It is common for science fiction and fantasy authors to license these worlds to other authors or publishers as derivative works. AIs have been documented being used without permission to produce putative prequels or sequels to copyrighted works using these derivative elements, for example, or to provide quotes from books.

AI does not uniquely enable such violations, of course; the potential harm is that what can be done on purpose can be done by accident. It seems entirely plausible for someone to generate text from an AI for use in their own creative work that violates the rights of another author. They would then publish the resulting work or seek copyright registration without ever understanding that their work infringes on the rights of others. Should this become common, the courts would likely become increasingly full of litigation to protect original intellectual property, at considerable cost and chilling effect.

Clearly, we are only experiencing the beginning of a potentially devastating process for both creators and consumers alike.

Even if at some point in the future as AI becomes more sophisticated, these ersatz books and stories become acceptable to human readers, that will be wholly because of the copyrighted material that these systems have copied and ingested. If they have any value at all, it will be due to the work of creators that has been taken without permission or compensation, and turned to a use that harms the ability of those creators to ply their trade. This state of affairs cannot stand.

The Copyright Office is rightly concerned with the details of the registration process and how AI generated writing should be treated by the law. We agree wholeheartedly that AI-generated works should be uncopyrightable and the Office should refuse to register such works. To promote the progress of science and the useful arts, that line must be held.

We are forced to conclude, however, in the light of the harms listed above, that existing policy is not sufficient. Lack of copyrightability has not prevented marketplaces from being flooded with counterfeit fiction. Treating AI-generated text as legally on par with public domain work ignores the possibility that it in fact inadvertently contains infringing elements placed there by a machine seeking only to respond to a prompt and not concerned with rights.

It must also be considered that AI systems may be trained in other countries with different laws regarding the ingestion of creators’ work. Care must be taken to craft regulations and laws that protect rightsholders in the US, no matter where the AI itself is trained. Training outside the US must not become a loophole allowing the violation of rights in the US.

Remedies will not be easy. However, we offer four suggestions that we consider necessary to protecting creators and preserving their future ability to create.

We recommend a disclosure requirement, to protect readers and potential business partners by explicitly identifying AI-created contributions representing at least a de minimis creative expression. Supporters of human authorship want to know what it is they’re buying, and markets have a right to not be fooled into publishing work which the putative authors have limited or no legal right to license.

The copyright registration of textual works that include a mix of AI-generated and human-authored expression should indicate how much of each there is. There is no easy way to distinguish whether a work is 95% human generated and 5% created by AI, or vice versa. The inclusion of purpose-created AI work thus differs from the otherwise-analogous inclusion of public domain work, which can in principle be researched and identified. We therefore ask that the CO include in registration a disclosure statement from the registrant estimating how much of the work is created by AI.

We recommend requiring proof of license or legal right to all training data before any AI-generated work based on that data can be incorporated into a copyright registration. Just as it is considered necessary for commercial software to track the licenses of all libraries used in its creation and verify the right to put those libraries to such use, it should be necessary as well for the training data of an artificial intelligence to be tracked such that it can be proved that all incorporated work is used under license by consent of the author. Work incorporating AI without that clear provenance should be treated as presumptively infringing on the copyright of unknown authors.

In the event that a collective license for AI textual works may be established, a number of factors need to be taken into account before accepting such a license, many of which are often overlooked. We believe that such a system should be voluntary, opt-in, and should cover any professional authors whose work has been ingested by the AI system. Collective licenses that do not receive explicit permissions from the authors of covered work should be treated as no license at all for these purposes, and AI-generated work based on them should be treated as infringing on the copyright of authors who did not voluntarily opt in.

As writers of science fiction and fantasy, we are confident that the boundless ingenuity of the researchers who brought these AI systems to the world will find ways to do their work that fully respect our rights.

SFWA looks forward to the opportunity to provide input on whatever additional subjects may arise during the course of this study.

Friday, November 20, 2020

Short Book Reviews: The Murderbot Novel, Hooray!

 Network Effect, A Murderbot Novel, by Martha Wells (Tor.com)

Murderbot, beloved and intrepid SecUnit-with-a-soul, graced previous novellas (All Systems Red -- 2018 Hugo Award for Best Novella, Nebula Award for Best Novella, Locus Award, and New York Times and USA Today Bestseller -- Artificial Condition, Rogue Protocol, and Exit Strategy). Once an android Security Unit capable of ruthless and lethal efficiency but lacking volition, this particular unit managed to free themself from its governor module. Over the course of the earlier adventures, they gave themself a personal name (Murderbot) and developed relationships with humans and artificial intelligences alike, often filling empty time and educating themself about human behavior by watching space-based soap operas. One such AI from a previous novella was the snarky ship brain Perihelion, nicknamed ART. Now Murderbot has their own novel, with plenty of scope for reflection, development, and Things Going Seriously Splody. This current volume reunites Murderbot with their favorite and not-so-favorite humans, with ART, and with yet more seasons of ridiculously unrealistic serial dramas, all tied up with a burgeoning conflict between the exploitive Corporate Rim and pockets of egalitarian resistance.

As complete in itself and entertaining as Network Effect is, I highly recommend reading the previous works first. Themes run like seams of gold from one story to the next as Murderbot develops self-awareness, compassion, friendships, and purpose. This doesn’t happen instantly or easily. Growing up is hard, and even harder when one is a newly empowered consciousness in an organo-mechanical body capable of mass murder at a moment’s notice.

The struggle from being a mere tool to becoming a person often takes unexpected, poignant turns. I found some of the most touching moments to be when Murderbot realizes with confusion that while a few humans treat them as a person, the majority of others don’t, and Murderbot’s nurturing mentorship of another SecUnit. It’s said that the best way to solidify growth is to guide another, and this is true here. By giving SecUnit 3 the key to disabling its own governing module and then asking, “What do you want?” Murderbot may be igniting a robotic revolution. We’ll see where the next installment leads.

Needless to say, Network Effect grabbed me on the first page and held my rapt attention through plot twists, heart-pounding perils, and tender moments. The entire series is highly recommended.


Friday, November 22, 2019

Short Book Reviews: First-Rate Multiple POV Space Opera


The Cruel Stars, by John Birmingham (Del Rey)

The popularly conceived optimal number of point-of-view characters changes with the times, everything from only a single, first-person protagonist to a cast of thousands, er, dozens. I love how multiple points of view, even those that seem to be unrelated at the beginning, come together, and John Birmingham’s The Cruel Stars falls squarely in that category. The story begins with a handful of characters who seem to have little in common, except living in the same universe, in which humans have populated planets across the galaxy: a young lieutenant in one of the space navies, a princess of a planet’s ruling family, a curmudgeonly astroarchaeologist, and a space pirate. When the Human Republic, long defeated and exiled for their extreme opposition to any modification of “natural” humans – either by tech or genetic modification – attacks, their first move is through the galactic network linking everyone who’s logged in, essentially frying their brains and turning them into psychotic cannibals. With the leadership and aristocracy decimated, our disparate characters end up among the few competent people who are unaffected. Especially moving was the ship’s digital Intellect, who walls off and then essentially sacrifices themself, rather than spread the contagion to their human shipmates.

This space opera entertains endlessly with skillfully handled dramatic tension and first-rate world building.


Friday, March 9, 2018

Short Book Reviews: Freedom and Autonomy in a Robotic World


Autonomous, by Annalee Newitz (Tor)

My quick take on this book is “feminist anarchist new-wave cyberpunk,” but that doesn’t do it justice by a long shot. In a world dominated by pharmaceutical companies, illegally reverse-engineered drugs offer the only hope to the poor. But when her attention-focusing drug creates lethal obsession, rogue scientist Jack desperately tries to get her pirated version off the streets. That’s half the story and I was already hooked (scientist heroes, check; women scientist heroes, double-check). The second half of the story centers around the private military team (human Eliasz and robot-with-human-brain Paladin) dispatched to apprehend Jack. That’s where things get really interesting, because in this dystopic world, robots are chattel and sometimes so are people. Both can earn their freedom, but what does that really mean?

Once bots gained human rights, a wave of legislation swept through many governments … became known as the Human Rights Indenture Laws. They established the rights of indentured robots, and, after a decade of court battles established the rights of humans to become indentured, too. After all, if human-equivalent beings could be indentured, why not humans themselves?

“For bots, industry always precedes autonomy,” explained a final string of text.

Legal autonomy, emotional independence, freedom from obsession and pharmaceutical control of mood, thought, and desire? Newitz deftly blends the themes and resonances into a dramatic story that feels refreshingly current and yet fits easily within the genre. I look forward to her next work.



The usual disclaimer: I received a complimentary review copy of this book through NetGalley, and nobody paid me to hold my own opinions about it.

Friday, October 27, 2017

Short Book Reviews: AI and Woman Explore Common Humanity

A Closed and Common Orbit, by Becky Chambers (Harper Voyager, 2017). Despite being a sequel to A Long Way to a Small, Angry Planet, this story stands beautifully on its own. Through alternating flashback and present points of view, two characters embark upon very different journeys with the same question: what does it mean to be a person? 

Sidra was once Lovelace, an AI controlling a space ship. Now she finds herself in an artificial body that in most ways mimics that of a human woman. She’s cut off from the multiple audio and visual inputs that have defined her world, besieged by physical sensations and social expectations, and at risk of exposure. 

Her guide and companion, Pepper, has a troubled and traumatic past as a cloned child-slave. Chance and luck freed her, then ten years old, from a factory where she sorted and repaired trashed equipment, then led her to a buried spaceship, whose AI provided her with the only loving parenting she had known. Pepper’s past struggles beautifully mirror and inform Sidra’s present quest. 

Sympathetic characters, fascinating alien cultures, nicely paced action, and understated depth mark this as a book to savor and re-read.