artificial intelligence

The Trouble with Tropes

The other day I asked ChatGPT to help me strengthen the blurb for my newest erotic romance. It failed miserably – but that’s a different tale. What’s really interesting to me is what happened before I gave it my blurb.

Me: Can you write me an effective, punchy two sentence summary for the blurb of my romance novel?

[I then hit return, planning to enter the blurb text in the next paragraph. The LLM jumped the gun, creating perhaps the most generic blurb in existence.]

ChatGPT

“Passion ignites when an unlikely pair of strangers cross paths, but as secrets unravel and pasts collide, their love story becomes a heart-pounding journey of desire and destiny.”

Pay attention: this is what you get when you give the model no context, other than the genre. Basically, we have a naked list of tropes:

  • Instalove
  • Opposites attract
  • Strangers to lovers
  • Secrets of the past
  • Destined lovers

How many romances do you think would fit this mini-blurb? (Could I ask ChatGPT for a list?) Thousands, I’d imagine. Perhaps tens of thousands. (Just searching Amazon for “romance novels”, I get over 70,000 results.)

Lately, books have started listing the relevant tropes in the title or subtitle. A fellow romance author recently offered me a spot for one of my books in her newsletter. “Send me the cover, a short blurb, buy links and the tropes,” she said.

Hmm. I’ve never thought about the tropes in my stories.

Well, actually I have, occasionally. When I think about tropes, it’s usually because I’m trying to subvert them.

The same thing seems to be happening in the world of erotica. Subtitles have gotten ridiculously explicit, and now blurbs are following suit. A recent ad I saw in the Excite Spice newsletter provided the following list rather than a real blurb:

This story contains:

  • Milk & Ice Play

  • Double Daddies

  • Taboo Age Gap

  • Untouched Brat

  • Rough Men

  • Too Big to Fit

  • Messy Finishes Deep Inside

  • Forced & Stretched

  • Spanking

Of course, in the case of smut, tropes might be called kinks, but the objective is the same: to let readers select stories that are similar to ones they’ve read and enjoyed previously.

So why is this a bad thing? Don’t we want our readers to be satisfied and happy? Given how busy everyone seems to be in this digital age, why not make it easy for people to find what they’re looking for? One search, a couple of clicks, and Bingo! You’ve got a story just like the one you read last week, that you liked.

And next week, you can find another instance with the same themes and plot elements. Satisfaction guaranteed?

Not my satisfaction, certainly. I don’t want my reading to be predictable. I seek originality, not sameness. I don’t want to read the same book over and over again. Sure, I have my own favorite genres and kinks, but I’m happiest when a writer surprises me.

I may be a curmudgeon, but I believe that tropes make people lazy, not to mention risk-averse. A slavish adherence to tropes (and an over-reliance on them for marketing) also impacts the overall quality of the books that are out there. It’s pretty easy to assemble a story from a list of tropes – not necessarily a good story, but one that will tick the boxes of a reader’s expectations. The story might not be very deep. It might not feel genuine. It might not even totally make sense. But hey, it’s what the reader asked for, right?

Many authors are (rightfully) concerned that the rise of LLMs like ChatGPT will make it even harder for humans to write books that sell. AI can already generate stories that a fairly non-critical reader would deem acceptable.

Tropes make that much, much easier. The more stereotyped the framework of a story, the more likely it is that AI’s predictive capabilities will match the expectations. After all, the models have been trained to find and regurgitate patterns.

Just for the heck of it, I asked ChatGPT to write me a four paragraph romance using the tropes instalove, strangers to lovers and past secrets. This is what it came up with:

In the heart of a bustling city, two souls collided on a fateful afternoon. Amelia had always been a firm believer in love at first sight, and when her eyes locked with Oliver’s from across a crowded coffee shop, she knew that she had just experienced it. He, too, was struck by a magnetic force, as if their connection was destined from the start. As strangers to one another, their hearts embarked on a journey neither of them could have predicted.

Amelia was an open book, her emotions displayed for the world to see. She wore her heart on her sleeve, but Oliver was the complete opposite. Mysterious and reserved, he had a past filled with secrets that he guarded with utmost care. Yet, as they spent more time together, their connection deepened, and Amelia’s curiosity grew. She couldn’t help but wonder about the enigmatic man she had fallen for, wanting to unlock the mysteries that shrouded him.

As days turned into weeks, and weeks into months, Amelia and Oliver’s love blossomed. Their shared experiences and whispered secrets drew them closer, but the weight of Oliver’s hidden past loomed over them. He knew he couldn’t keep his secrets forever, and the time had come to reveal the truth. With trembling hands and a heart heavy with regret, he finally opened up to Amelia about his past, laying bare the secrets that had haunted him for so long. It was a pivotal moment in their relationship, and the way Amelia responded would determine the course of their love story.

Amelia, though taken aback by Oliver’s revelations, held him close, offering forgiveness and understanding. Their love had grown stronger through their journey from strangers to lovers, and now, by confronting the secrets of the past, they had cemented their bond. As the sun set on that unforgettable day, Amelia and Oliver realized that their love had triumphed over the obstacles in its path, and they were ready to face the future together, hand in hand, as a testament to the power of instalove and the strength of love that conquers even the darkest of secrets.

Clichés, anyone?

I think tropes may make writers lazy as well. If readers do not in fact care about novelty or creativity, why should authors bother? Just write yet another secret baby story, yet another hotwife adventure, yet another tale about getting it on with my step-brother, and get it out there to satisfy the public’s appetite for sameness.

I know I probably sound bitter. I can’t change the public, or the market. Over the last few weeks, though, I’ve been browsing through my author’s copies of the annual Best New Erotica series, edited by Maxim Jakubowski. These were published during the first decade or so of the twenty-first century, the golden age of erotica—or so it seems now.

Some of the tales in these volumes are simply marvelous—luminous, arousing, clever, disturbing, uplifting. The thing that strikes me most, though, the diversity—diversity of style, mood and content. Plus the fact that the best stories could never be summarized in the few words of a trope.

 

How to AI-Proof Your Writing

Artificial IntelligenceImage by Gerd Altmann from Pixabay

I recently finished the novel Razor Girl by Carl Hiaasen. It was entertaining (as usual), though hardly deep, a typical over-the-top Carl Hiaasen story with a clever, contrarian, down-on-his-luck hero, a smart, sexy and amoral heroine, an array of truly nasty and disgusting criminals (professional and amateur), and some bizarre wildlife – in this case, giant Gambian pouch rats.

I’ve probably read at least half a dozen of Hiassen’s books. They’re not exactly predictable, but they share a basic framework, a set of common elements. Each story is different in detail, but the setting (Florida, often the Keys), the characters, the style, the pace and the plot devices do not vary much from one novel to the next.

It occurred to me that wouldn’t take much to create a fake Carl Hiasssen book. With that in mind, I logged into ChatGPT and asked:

Write me the first paragraph of a novel in the style of Carl Hiaasen.

Here is what the AI came up with.

In the sticky heat of Florida’s muggy embrace, where the line between civilization and madness blurs like the horizon at sunset, the days begin with a peculiar rhythm. Palm fronds rustle their tales of scandal, while alligators lurk beneath murky waters, guardians of twisted secrets. It was within this swampy theater of absurdity that Chester “Chet” Monroe found himself, a small-time private investigator with a penchant for trouble and a nose for the scent of danger. Today, as the sun clawed its way above the horizon, Chet’s day began not with the usual banalities, but with the promise of a bizarre case that would plunge him deep into the murky abyss of Florida’s most bewildering mysteries.

I was impressed. The prose is a bit more flowery than Hiassen’s usual, but this passage hits all the salient elements, except there’s no trace yet of the girl. It even has the wildlife!

Stepping out into the danger zone, I then asked:

Now write me the first paragraph of a novel in the style of Lisabet Sarai, author of Raw Silk.

The jasmine-scented breeze whispered through the latticed windows, teasing the delicate silk curtains into a seductive dance. In the opulent chambers of an ancient Rajasthani haveli, secrets and desires mingled like forbidden lovers, waiting to be unmasked. Rani Devika, the enigmatic mistress of this clandestine sanctuary, reveled in the power she held over those who sought refuge within her sensual embrace. Her eyes, dark as the midnight sky, shimmered with a forbidden knowledge, promising both ecstasy and peril to those brave enough to succumb to her allure. Tonight, as the moon cast its ethereal glow upon her domain, Rani Devika prepared to embark on a journey that would unravel the very fabric of pleasure and pain, leaving nothing but raw silk in its wake.

I don’t know if you’ll agree with me, but I think this is pretty awful. It barely makes sense. At the same time, it does include a variety of references that make it clear the AI knows something about my books: the reference to Rajasthan, the allusions to eroticism and power exchange, the repeated use of “silk”. The purple prose, on the other hand, is truly cringe-worthy. Perhaps I am flattering myself, but I don’t think anyone who’s familiar with my work would ever mistake this for something I’d written.

Carl Hiaassen is far more famous that I am. It’s likely the AI has ingested a good deal more of his oeuvre than mine. (That does make one wonder whether ChatGPT has actually been trained on the full text of our books – and if it has, did OpenAI buy them, or was the training done on pirate copies? I decided I just don’t have sufficient energy to pursue this disturbing question.) All things being equal, though, I suspect it would be much more difficult for an AI to generate convincing Lisabet Sarai fakes. The main reason for this is that, unlike Hiaasen, I think it’s far more difficult to predict what you’ll find in one of my books, given another.

I write in many different genres and a variety of styles, from raunchy to lyrical. Most of my titles are stand-alones as opposed to series. Sex is the one common element that appears in almost all of my work, but the treatment of erotic content swings wildly from story to story, from spiritual to romantic to thoroughly depraved.

Just to illustrate, I’ll share the first few sentences from some of my books.

Only when faced with the stout oaken door to Randerley Hall did Gillian Smith’s considerable resolve fail her.

In the dead of night she had fled her Aunt Martha’s London townhouse, mere hours before her diabolical guardian planned to denounce her as a deviant and a thief. She had endured the seven-hour rail journey to Tavistock crammed into a reeking third class carriage, struggling to remain awake in order to guard her meagre possessions. (The Pornographer’s Apprentice)


“Holy hell, woman! You’re insatiable.”

Lauren suckled Elliot’s unresponsive dick for another thirty seconds before giving up with a sigh. “I thought you might enjoy another round, baby. That last one went by a bit fast. I only came once.” (The Slut Strikes Back)


I’m used to getting what I want. It’s not because I’m smarter than most people, or richer. (Although I am. These are documented facts, not boasts.) No, I usually succeed because I don’t give up. I’m tenacious—or just plain stubborn, if you listen to my mother. (The Gazillionaire and the Virgin)


It would have been much faster to fly.

Alas, Cecily Harrowsmith—special agent for Her Majesty the Queen, expert in the martial arts of three continents, past mistress of princes, potentates and the occasional prime minister—was afraid of flying. She despised herself for this weakness, but not enough to board one of the Empire’s sleek, viridium-powered airships, strap herself into her seat and hope for the best. (Rajasthani Moon)


“So, Michael. Have you been a good little boy?” Neil loomed over me, one hand against the wall on either side of my head. “Do you deserve the goodies that Santa’s brought for you?” Leaning forward, he trailed a wet tongue up my neck, from my open collar to just below my earlobe. When I squirmed in response, he flattened his pelvis against the lump growing in my jeans and fastened his mouth on mine. The fake beard got in the way. He ripped it off and resumed kissing me, while his hands slipped around me to cup my ass. (A Kinky Christmas Carol)


Hours past midnight, the village slept, dappled in silver moonlight and inky shadow. Bess kept watch at her bedroom window, lost in a waking dream. The breeze freshened as dawn grew closer. Occasional gusts sent clouds scudding across the sky like sheep before an impatient shepherd. The full moon sailed high above the moors, sometimes revealed, sometimes obscured by a veil of wind-tossed mist. (By Moonlight)

If you happened upon these separate passages, would you know they were all penned by the same author?

Would ChatGPT?

Don’t get me wrong. I’m seriously concerned about the impact of generative AI on the business of writing. It takes me six to eight months, minimum, to write a novel. In that time, how many dozens of books could an AI spew out? Some of you may remember the scams that hit Amazon when they first introduced Kindle Unlimited and started paying based on pages read. Huge gobs of nonsense text assembled automatically from public sources flooded the store and depressed the income of legitimate authors.

Today’s AI can do much better at creating plausible-sounding books. And tomorrow’s? I shudder to think about the implications for the market, especially since there are plenty of unscrupulous humans who won’t hesitate to pass off AI-produced prose as their own work.

So I’m not optimistic, in general, about shielding authors and other artists from the impacts of AI. I do believe, though, that by writing diverse, unpredictable, original stories, we can reduce the chances of being specifically copied or impersonated by an AI system.

For me, as a reader as well as a writer, originality is the Holy Grail. I know that some people love to read familiar plots, traditional tropes and favorite kinks. Not me. Quality prose matters a lot, but I’ll forgive some awkward sentences or grammar errors in a book that surprises and delights me with its creativity. I strive to deliver that same sense of unexpected excitement and wonder to my readers. I really don’t want to write the same book twice.

From a marketing perspective, this is a problem. I have no “brand”. I’ll never be a best selling author, because I refuse to deliver the predictability that many readers crave.

But diversity is one way to protect your writing from AI’s “stochastic parrots” – at least for now.

 

The Gatekeeper

By Lisabet Sarai

I’m currently reading a book that should never have been published. Unfortunately, I’m committed to reviewing this three hundred fifty page novel, so I can’t just erase it from my e-reader and breathe a sigh of relief. I have to endure the run-on sentences, misspellings and incorrect vocabulary; the point of view that does a random walk from one character’s head to another’s; the verb tenses that shift from present to past and back again in the same paragraph.

I have to wonder about an author who sends a book in this sorry state out to the world. Did she really not know any better? Like many first erotica novels (including my own), the story (a moderately intense tale of extreme submission) feels like personal fantasy. I appreciate, from my own experience, the thrill that comes from baring your sexual soul, the rush one feels being brave enough to bring those filthy imagined scenarios into the light. It’s easy to get carried away. Still, even when writing for one’s own satisfaction, doesn’t an author have at least some responsibility to her readers? Shouldn’t there be some minimum criterion an author must satisfy, in terms of language skills, before he or she is entitled to ask other people to actually pay for privilege of reading?

Unfortunately, this book is far from unique. At least twenty percent of the ebooks I read appear to have never been examined by a (competent) editor. Some have dreadful formatting problems as well – text that switches from one font to another in the middle of sentences, negative leading between lines so that one overlaps another, and so on. Furthermore, these issues don’t appear just in self-published books.

Now, I’m a bit of a geek. You may or may not be aware of the fact that text processing software capabilities have become extremely sophisticated. Programs can analyze text in order to determine whether it was likely to have been written by a male or female; whether it was plagiarized; what emotions were experienced by the author; even whether it has linguistic characteristics shared by best-sellers. Software exists to grade essay questions in college entrance exams and make suggestions for how the author can get a better score. It recently occurred to me that someone (not me – text processing isn’t my specialty) could write a program to screen out books with egregious grammatical and lexical problems.

I have no doubt that Amazon has the resources to commission this sort of computerized gatekeeper. Think about it. Before an individual, or a publisher, could finalize submission of a book for sale, they would have to run it through the Automated Editor. The program would flag potential problems for attention. If the number of dangling participles or sentence fragments or run-on constructions exceeded a threshold, the book would be rejected. In other words, it would become impossible to publish a book like the one I’m wading through at the moment. The base level quality of available books would improve dramatically.

(Of course, Amazon would never do this voluntarily, only under pressure from readers. The company has zero incentive to reduce the number of books it offers for sale.)

But then, an artificially intelligent text analyst could do a great deal more than simply check for basic grammar. It could flag repeated words, phrases or figures of speech. (How many references to an “inner goddess” should be allowed before a book was rejected?) I believe that existing linguistic analysis software could also be trained to detect clichés, simply by providing an extensive database of example phrases. Purple prose would also be sufficiently distinctive, I think, to be identified with some level of accuracy.

I’m starting to imagine a multi-level application that could analyze a wide range of textual and stylistic characteristics in order to assign a “publishability” score to each manuscript. Why stop with the superficial problems, though? Automated language understanding systems have made great progress in the past decade, due to faster hardware and new algorithms. So why not look not just for clichéd language, but clichéd plot elements as well? That may be beyond the capabilities of today’s software, but not tomorrow’s. Using tired, overused story lines as models, the program could decide that the world did not in fact need yet another vampire-turning-his-lover-to-save-her-from-death or billionaire-seduces-virgin tale.

We could also use our gatekeeper software to determine how well a book purporting to belong to a certain genre in fact fit the conventions of that genre. If the program found evidence of lesbian interaction in a heterosexual erotic romance, for instance, it could reject the book as inappropriate for the targeted readers.

In the brave new world I am imagining, almost any aspect of a book’s content or presentation could be quantified and used to make publishing decisions. Sentences too short or too long. Overuse or underuse of adjectives. Too many characters of particular ethnicities. Focus on uncomfortable, politically incorrect or otherwise controversial topics. Mention of specific individuals, events, places, companies, products… the possibilities are limitless.

Think of how much more pleasant reading would become when you didn’t have to worry about ever encountering run-on sentences – or depictions of rape. You’d be shielded from both bad grammar and bad ideas.

Sure, this might homogenize the reading experience a bit, but that’s happening anyway, isn’t it? You’re right, Hemingway and Pynchon and Palahniuk and Joyce might not make the grade with our gatekeeper, unless they were grandfathered in as previously published. I’ll admit that some promising new authors would be prevented from making their work available to the world, but that happens with human editors too. At least our computerized literary gatekeepers would be objective and impartial.

Right?

Hmm… Maybe this needs some more thought

Meanwhile, I’ve got to go read a few more painful chapters and then figure out how to write this review without totally demoralizing this poor, benighted author.

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