Propensity Meets Google Gemini 3.1

5–8 minutes

I keep saying it’s nearly impossible to get book reviews, and because the universe enjoys mocking me, I decided to outsource the job to an entity that doesn’t even have a pulse. So I asked Gemini to ‘analyse and evaluate’ Propensity (Barnes & Noble). Whether AI has intelligence, or whether humans have enough of it to notice the difference, is a separate debate. What AI does have is a kind of triangulated referential echo chamber. Think sonar, but instead of bats, you get stochastic silicon parrots with mood stabilisers.

Audio: NotebookLM summary podcast of this topic.

If you’ve read Propensity (Amazon), I still welcome reviews—positive, negative, or existentially confused. I’m not picky. Just honest.

Video: I feel compelled to re-share this video trailer for Propensity… just because.

Now, yes: AI models are wired to flatter. This is practically their religion. But they do criticise, and they do recognise nonsense when you feed it to them. Try it. Give them gibberish and they’ll gently tell you you’re unravelling. Even better, give them two versions of something and ask which is worse; they’ll pick one, and with unnerving confidence.

The Gemini variant I used had the attention span of a goldfish with a data cap, so I fed it Propensity in blocks of fifteen chapters. What follows is just the first section. For the record, the system had no idea the manuscript was mine. I simply asked it to analyse a text. No winking. No metadata breadcrumbs. Just raw text and a very chipper algorithm.

Below is Gemini’s evaluation of Section One, the first 15 chapters. This part isn’t my writing, so hands off; I’m merely the messenger.


This is a striking, clinically precise opening to a work of speculative fiction. You have established a distinct atmospheric tone—cold, antiseptic, and deeply unsettling—that aligns perfectly with the literary giants you cited in your dedication (particularly Ballard and DeLillo).

Here is an analysis and evaluation of Section 1: IMPLEMENTATION.

1. Tone and Stylistic Approach

The prose is stark and economical. You rely on short, staccato paragraphs and significant whitespace, which mimics the sterile environment of the facility and the emotional detachment of the scientists.

  • The Aesthetic of Bureaucracy: You capture the “banality of evil” exceptionally well. The horror isn’t in blood (though there is some); it is in the sliding scales on a tablet, the polite meetings, and the “business casual” attire of the apocalypse.
  • Epigraphs: Using quotes from pessimistic philosophers (Ligotti, Cioran, Benatar) at the start of every chapter is a bold choice. It acts as a Greek Chorus, hammering home the theme that consciousness is a burden and “peace” is merely the absence of will.
  • Dialogue: The dialogue is functional and sparse. Characters don’t chat; they transact information. This works for the genre, though it keeps the characters at arm’s length emotionally (which seems intentional).

2. The Central Concept

The premise—using 5G/6G infrastructure to modulate neurochemistry—is a classic sci-fi trope updated for the modern era. However, the application is where this shines.

  • The Sliders: The gamification of human behavior (Aggression, Obedience, Faith, Libido) is terrifying. The scene where they adjust “Faith” and the subject begins to pray is particularly effective because it decouples belief from truth, reducing religion to a neurological function.
  • “Drift”: This is the most compelling narrative device you’ve introduced. The idea that the suppressed mind creates “residue” or “loops” (counting peas, tying knots, asking if time is passing) is a brilliant, eerie manifestation of the human soul trying to breathe through concrete. It suggests that even when “fixed,” humans are broken.

3. Pacing and Structure

“IMPLEMENTATION” moves rapidly. We jump from animal testing to human testing to global deployment in 15 short chapters.

  • Pros: It reads like a fast-paced thriller or a montage. There is no fat on the bone. The momentum builds inevitably toward the release.
  • Cons: Because it moves so fast, the transition from “lab test” to “global rollout” feels slightly rushed. The geopolitical implications are hand-waved (the General just needs “admin rights”). However, given the surreal/fable-like quality of the writing, this lack of rigorous logistical realism is acceptable.

4. Characterization

The characters serve as archetypes rather than fully fleshed-out people, which fits the “architectural horror” vibe.

  • Dr. V: The Architect. He represents intellectual detachment. He knows what he is building and seemingly craves the silence it brings.
  • The General: The Utilitarian. He sees a weapon. He is the most “human” in his desires (power, control), which makes him the most archaic figure in the room compared to the nihilism of the scientists.
  • Shaw: The Variable. She is the quiet observer who ultimately acts. Her decision in Chapter 15 is the pivot point of the story.

5. The Climax of Section 1 (Chapter 15)

The ending of this section is profound. Shaw doesn’t hand the weapon to the General; she creates a “Universal” baseline of “Undefined” propensity.

  • The Quiet Apocalypse: The description of the General sitting down, the truck driver stopping, and the pedestrian pausing is chilling. It implies that Shaw hasn’t just enslaved humanity; she has turned off the drive to do anything. She has gifted the world the “peace” of the baboons from Chapter 1.
  • Ambiguity: It is unclear if they are catatonic or just chemically content to do nothing. This setup for the next section (“DRIFT”) is excellent.

Critical Notes & Suggestions

  • The Science: The explanation of “piggybacking on 5G” is a little “hand-wavium.” It works for fiction, but be careful not to over-explain it, as it draws attention to the impossibility. The strength lies in the psychology, not the transmission method.
  • Emotional Anchorage: While the detachment is stylistic, the reader needs a reason to care about the outcome beyond intellectual curiosity. Shaw’s internal monologue about her father (Chapter 12) is a good touch—we may need a few more of those crumbs to understand why she pulls the trigger in Chapter 15.
  • Repetition: The concept of “silence” and “stillness” is repeated often. Ensure that the imagery varies slightly to keep the descriptions fresh.

Verdict

“Propensity” opens with the confidence of a writer who knows exactly what story they want to tell. It is a bleak, philosophical deconstruction of free will that reads like a collision between Black Mirror and 1984.

The ending of this section shifts the genre from a political thriller (building a weapon) to a post-apocalyptic psychological horror (the weapon is used, but not how we thought).

Please share Section 2: DRIFT. I am very interested to see what happens to a world that has simply… stopped.


So there you have it: an algorithm, blissfully unaware of authorship, happily dissecting Propensity like a lab rat with a thesaurus. If nothing else, it proves that even machines can detect when a story opens with a whiff of quiet apocalypse. Section Two, DRIFT, is where the real fun starts – if you consider society slipping into a chemically induced torpor ‘fun’. The world has stopped, the mechanisms of meaning have stalled, and the human mind, ever the stubborn animal, begins clawing at the walls of its own sedation. I’ll share Gemini’s take on that next, assuming the lights stay on and no one decides that voluntary inertia is a lifestyle choice.

Rave Reviews

1–2 minutes

“I’d rather get reviews than sales.”

Yes, I actually said that. Possibly whilst caffeinated.

I was chatting with a mate about book sales, and it slipped out: I’d rather get reviews than sales. Not that I’d turn down either. But priorities matter.

Priority One: Write

The first goal is to write. I wrote for years before publishing a single page. The ideas pile up in my head like unwashed dishes, and writing is how I clear the sink. I write for myself. Call it narcissism if you must – but it’s a productive narcissism.

Priority Two: Be Read

Then comes the hope of being read. A sale is not a reader. Someone might buy your book and never open it. They might read it and hate it. They might toss it into the void. I just want to know.

Last month, I gave away over a hundred copies of Sustenance. Four reviews. One was one-star – she loathed it. Good. At least I know. The other ninety-nine? A mystery. For all I know, they’re gathering digital dust on forgotten hard drives. To be fair, I’ve got thousands of neglected downloads myself, so no judgment. Still, if you did read it, I’d love to hear what you thought. Leave a review.

Priority Three: Money (the tedious bit)

I’m not a consumerist, nor a fan of money-based systems. Unfortunately, that’s the system we’ve got, so yes – I still appreciate sales. But sales without engagement are hollow victories.

Reviews (the absurd bit)

Some people email me their thoughts instead of posting reviews. Lovely, but invisible. I can’t quote a private email without looking like a fraud. I could always fake one —

“King Charles absolutely loved Hemo Sapiens.”

But alas, he never said that. (He should.)

Anyway… that’s all I’ve got. Back to writing.

Review: Propensity

As an author, reviews matter. Not because they inflate the ego (though I won’t pretend a kind one doesn’t help), but because they’re one of the few moments when the work stops being mine and becomes read.

I submitted Propensity for professional review through Reedsy – why not? It’s always interesting to see how a stranger processes what you’ve made. Some of my books have Kindle editions, which makes collecting feedback easier: I can offer them free for a day or two and watch the downloads climb. Whether those books are ever opened is another question. I’ve been that reader too – downloaded an eBook, nodded at the cover, and forgotten it. I’ve bought audiobooks I’ve never started.

So when someone actually read Propensity, a book not yet available as an eBook, and took the time to write a thoughtful review, that meant something. And unlike the memorable one-star “Garbage” review that Sustenance once earned, this one had a little more nuance.

👉 Read more about Propensity 👈

Loved it! 😍

An unnerving story that begins with a bizarre experiment and unfolds into an impressive hyperbole for human hubris.

Synopsis

What if peace could be engineered?

In Propensity, a team of scientists and a military general pioneer a device capable of altering human behaviour itself—tuning aggression, obedience, libido, faith, and risk tolerance like dials on a console. At first, the results seem miraculous: violence quelled, conflict dissolved, impulses muted. But as the technology scales from labs to battlefields to cities, the illusion of control begins to fracture.

Through sharp, unsettling vignettes, the novel traces both the grand sweep of societal collapse and the intimate struggles of those left to navigate it. At its heart, Propensity is a literary exploration of power, morality, and the fragile myth of free will.

Both speculative and philosophical, it poses an unnerving question: if our choices can be rewritten at the neurochemical level, were they ever truly ours?

Reader discretion is advised. Free will has been deprecated.”

This ominous word of caution is what Ridley Park’s speculative novel ‘Propensity’ opens with, and it sets a tone that strikes an impressive balance between clinically descriptive and quietly devastating. Beginning as a bizarre experiment in behavioural modulation by way of neurochemical intereference, it unfolds into an eerie metaphor for the tricky road between control and conscience.

Park’s chapters are short and succinct, some barely a page long, in a staccato rhythm. This creative choice, while initially a little unnerving, works well to reflect the story’s inherent disintegration: scientists losing grip on their own creation, subjects dissolving into numb submission or what they term “the zeroed state”, and a world slowly learning the price of their “engineered peace”. The writing comes off as crisp in an almost detached manner that leaves one wanting for a bit more emotional depth in the first part of the book but not only does that eventually grow on you, it ends up serving its purpose of thematic execution in both its text and subtext. Phrases like “silence playing dress-up as danger” and “peace was never meant to be built, only remembered” linger like faint echoes long after you turn the page.

This dogged curiosity and thought the writing dredges up anchor the novel’s core strength. Its impact is rooted not in prosaic preaching but letting the reader unpack the implications by themselves as they go on. Working in the field of medical physiology myself, the scientific nitty-gritty delved into, including the hormonal cues and neuronal plasticity, particularly intrigued me and while I acknowledge the convenience of fictitious extrapolation of theory, it manages to add a certain sense of realism to the story. It’s equally fascinating and disturbing, especially in the current epidemic of artifical intelligence we live in, to see faith and empathy become mere variables in a lab.

A fitting hyperbole of human’s hunger for order, ‘Propensity‘ does occasionally falter. Its fragmented and experimental structure, with prose interspersed with poems and memos, while successful in tying up its chaos, sometimes undercuts emotional engagement. The chapters are like snapshots that end before they can fully breathe. But when Park makes it work, especially through the poetic montage that follows the post-modulation disaster, it’s hypnotic.

By the end, I found myself returning to that elusive idea of peace conspicuous throughout the book. The text seems to suggest that peace isn’t something we construct but rather, something we remember. It’s almost a fragile illusion fleeting across one’s reality, often better suited to being a word than a sentiment, history than hope. It’s as if the moment you declare peaceful times, they’re already past.

Propensity’, thus, doesn’t offer answers; it offers questions and their ramifications. And in more ways than thought possible through the misconception surrounding the scope of speculative genre, that’s perhaps a truly accurate representation of the times we live in.

Why I appreciate this review

It would be easy to say I appreciate it because it’s positive. But that’s not the point.

One of my beta readers—someone I trust implicitly—had the opposite reaction. He loved the first half and thought the latter sections fell apart. This reviewer? The reverse. She found the disintegration satisfying. She saw design in the decay.

That tells me Propensity did what I intended: it divided readers by temperament. It rewards those who stay long enough to realise the structure mirrors the subject—the erosion of coherence itself. I never meant to write a tidy narrative. I meant to write an experiment in entropy.

If your literary diet leans on plot-driven fiction, my work might not taste familiar. I don’t spoon-feed answers. I leave questions open, sometimes maddeningly so. That’s deliberate.

An Anecdote

Years ago, my company ran a focus group for a software interface. Two groups saw the same prototype: one in their twenties, one in their fifties.

Both said the same thing—“It’s like a video game.”
The twenty-somethings meant it as praise.
The fifty-somethings meant it as criticism.

Same words. Opposite meanings.

That’s literature too. Same text, different minds, different appetites. Some readers crave clarity and closure; others prefer complexity and dissonance. The trick is knowing which audience you’re writing for—and not apologising for it.

I write literary speculative fiction. It’s a small, peculiar corner of the bookshelf. But when someone wanders in and gets it, it’s enough.

Thank You for Sustenance Reviews

Sustenance (available here) was free for everyone on Kindle on 8 and 9 September. My goal was to provide access to the book for exposure with the hope of getting ratings and reviews. It’s still early, but I’d like to report that over 100 people downloaded the Kindle version. Now, I’ll share some details.

  • The Kindle version was downloaded 106 times in the past two days.
  • Some read it from their KindleUnlimited accounts
  • Some bought physical copies
  • Some people rated the book; some even left reviews on Amazon or Goodreads

The ratings and reviews are mixed, but all are welcome. Few people rate books; even fewer review them, so I appreciate the effort.

I got 3 ratings and 2 reviews on Amazon: ⭐⭐⭐⭐⭐, ⭐⭐⭐⭐, and ⭐. A one-star review. Thanks for that, too.

The ⭐rating didn’t leave a review, so I don’t know why they didn’t like it. I don’t know what types of books they read or this is exatcly what they prefer – they just didn’t like this. Still, at least they took the time to do it.

As a former statistician who has worked with survey data, I find this to be similar – most people don’t respond to surveys. Most people don’t engage in call-in shows. Most often, the people who respond either love or hate the topic so much that they feel compelled to broadcast their opinions. The people who say “meh” won’t even bother.

KindleUnlimited notwithstanding, I have no idea how people engage with a book. I have purchased and downloaded more books than I can read in a lifetime – probably multiple lifetimes. Sometimes, I just want to have access to a classic in case the mood strikes me; sometimes a book comes into view, and I convince myself that when I have the time, I might read it. I have no way of knowing.

Image: Sustenance Trope Board

I’m guilty of some single-star ratings without leaving a review, so I am in no position to point fingers. Sometimes a book seems bad that you want to warn the world, but you don’t want to expend more time on the endeavour that you already have.

I took this screengrab of 1-star ratings from Goodreads – some have reviewers, others don’t.

Image: 1-Star Reviews

Only one of these books is non-fiction, though I might argue that point, hence the single star.

One Ayn Rand was a class assignment. The other was someone telling me that I hadn’t judged her best work. In this case, her best work is one star, so I can skip anything else. Ditto for the Bible – complete dreck.

Authority, I only recently read. it was part of a trilogy. The other two books got 4 and 3 stars, so I’ll consider this one a dud. I’m not in good company, as it rated worse than the other two on average, yet still managed a 3.55. Some people liked it.

The last one was a class assignment for my son that I read with him. His rating matched mine. How it became an assignment is just testimony that there is no accounting for taste.

Also, as a public service, I’d be willing to bet that if you liked these books, you won’t like mine.

Octavia Butler’s Dawn

On the topic of rating— I am midway through Dawn. It’s mid. I was asked why I hadn’t read it as part of the dystopian Venn, so I picked it up. To be fair, I thought several of the stories on the Venn were mid themselves, classics or otherwise. Perhaps I’ll write a separate post on that someday.

Honestly, I’d give Dawn 2 stars. However, I also know that Sci-Fi is not a genre that resonates with me, so I’ll be generous and give it a star because it may just be my personal bias of not relating to Sci-Fi that’s the problem, and the book might be better received by fans of that genre. Offhand, the only fiction genres I dislike worse than Sci-Fi are Fantasy and Romance.

Aside from being Sci-Fi, it reads like YA fiction. There’s nothing inherently wrong with YA, but I am clearly not its target demographic. Other than that, it’s serviceable, but I prefer to read content that’s more complex and layered, not spoonfed to me.

Conclusion

Anyway, I’ve derailed this thread, but I wanted to clarify how I approach rating books and want to thank those of you who have taken the time on Sustenance. If you haven’t yet, I’d appreciate any rating from 1 to 5. Reviews earn extra karma points.

What’s With the Violet Aliens?

🛸 A Closer Look at the Cover of Sustenance

👽 People ask me: What’s with the aliens on the front cover of Sustenance?
Fair enough. Let’s talk about it.

Sustenance is set in Iowa – real, dusty, soybean-and-corn Iowa. I’ve spent months there. I’ve lived in the Midwest (including Chicago) for over a decade. The farms, the tractors, the gravel roads… they aren’t just set dressing. They’re part of the book’s DNA.

So, yes: we’ve got the requisite red barn, green tractor with yellow wheels (hi, John Deere 🚜), and a crop circle or two. The audiobook cover even features an alien peeking out of the barn – though logistics are holding that version back for now.

But those aliens…

If the composition feels familiar, it should.

The cover is a quiet parody of Grant Wood’s “American Gothic – a pitchfork-wielding farmer and his companion, stoic before their rural home. It’s one of the most recognisable paintings in American art, and I couldn’t resist twisting it just slightly. Grant was an Iowa boy.

I designed this cover using a flat vector art style, almost like cut paper or stylised children’s book illustrations. The sky is cyan, the land is beige, and everything is built in clean layers: barn, tractor, field, crop circle, and of course… two violet, large-eyed aliens striking a pose.

But no, this isn’t a literal scene from the book. You might encounter violet aliens in Sustenance, but you won’t find them standing around with pitchforks like interstellar Grant Wood impersonators. The image is meant to evoke the tone, not transcribe the events.

Why this style?

Because the story itself is quiet. Subtle. Set in the kind of place often overlooked or written off. The aliens aren’t invading with lasers. They’re… complicated. And the humans, well, aren’t always the best ambassadors of Earth.

The cover reflects that blend of satire, stillness, and unease.

Oh, and one last note:
🛑 No aliens were harmed in the writing of this book.

Why Sustenance Reads Like It Does

2–3 minutes

People ask why my books don’t look like “normal” books. Why the titles twitch, why the prose refuses to march in straight lines, why I lean into formatting that makes copyeditors twitch. The answer is both simple and evasive: the story demanded it. Subversion is my key motivator – language, culture, genre, whatever stands too smugly, I want to knock it sideways.

Audio: NotebookLM podcast on this topic.

Take the paratext, those pages most readers skip. I didn’t want a safe little disclaimer to pat anyone on the head. I wanted the opening to feel unstable, already compromised, as though coherence itself were optional. The dedication isn’t reassurance; it’s a warning label.

The prose had to wobble, too. One moment rural realism, the next lyric intensity, the next something uncanny seeping in. Stability is the lie. If I’d written Sustenance in straight realist mode, it would have betrayed the book’s core.

As a language philosopher, I treat manuscripts as sandboxes for showing how language falters. Words crack, meanings slip, syntax betrays us. Fiction is my way of rubbing readers’ noses in that insufficiency.

I don’t hate genre fiction, but I refuse to be bound by it. In Sustenance, I swerve deliberately:

It’s genre fluidity as method. I know this puts off readers who want neat tropes and templates. But those readers are welcome to their factory-sealed shelves.

Did I intend to frustrate? Yes, a little. Not out of malice, but because too many books behave like obedient products. I don’t want to hand readers a smoothie. I want them to taste the grit, to feel that the novel might collapse under them. In fact, it does. The refusal to “pay off” is deliberate. Closure is a consumer demand, not a literary necessity.

So why did I write Sustenance this way? Because it’s not just about what happens. It’s about how information fails, how language decays, how coherence itself becomes suspect. If the book looked and read “normally,” it would have been lying to you.


Motivation: This reflection isn’t meant as a commentary on Sustenance’s plot. My intent here is to discuss the meta — the formal and philosophical scaffolding — rather than the story itself, so as to avoid spoilers. I’ll engage with the work more directly, in more traditional fashion, elsewhere.

She’s Come Undone – Spoilers

She’s Come Undone is a novel published in 1992, written by Wally Lamb, no relation to Shaun the Sheep.

I haven’t read She’s Come Undone, and it’s unlikely that I ever will. I read a social media post where the author supplanted The Crossing by Cormac McCarthy as his top book. These don’t appear to be the same genre, so don’t ask me how the list was structured. Perhaps books about bears. Does She’s Come Undone have any passages on bears – prequel to The Revenant? We may never find out.

The reason this blog post exists is that I was reading the reviews on Goodreads – 3.91 of 5 stars. So, I read some reviews. This woman offered only one star and swore she’d have given fewer if she could. Odd, how zeros don’t carry the same weight. They act more like NULLs than zeroes. Sad, that.

Evidently, some commenters were furious at her revealing the spoiler. I share her defence here. For those who have yet to watch Citizen Kane, I warn you of the spoiler in her response. Read on at your own risk.

Addendum: Every so often, someone comes along and flags this review as having spoilers. Complaining about spoilers in this review is, not to put too fine a point on it, really stupid. Most of the plot points I mention here are either in the actual cover copy of the book, in the Goodreads summary, or occur somewhere within the first ten pages or so. The rest are so vague (e.g., hooking up with a bad boyfriend — a plot point that probably occurs in some form in, oh, half of the books ever written) that if you consider them “spoilers,” I’m not really sure why you read book reviews at all.

Further addendum: If you’re about to complain about spoilers in this review, please see comment 55 below. If you’re that hysterical about spoilers, maybe stop reading online reviews before you read the book. Also, the book was published 25 years ago and I think the statute of limitations has really run on this one. Rosebud was his sled!!

Persona, Identity, and the Many Faces of Sarah

(Notes from the cutting room floor)

I’m taking a break from editing to share something about the protagonist in my latest novel-in-progress, Needle’s Edge. She’s a woman – yes, but not just. She’s a prostitute. She’s an addict. And she’s three people.

Audio: NotebookLM podcast on this topic. (Direct)

There’s Sarah, her given name. The name reserved for friends, family, and those rare few who know her without conditions. It’s the name she hears in moments of tenderness, or shame, or memory.

Then there’s Stacey, the escort, the stripper, the performer. This is the name on her ads. The one whispered in hotel rooms and shouted in clubs. Stacey is curated. Sexual. Selective. She knows what sells and how to sell it.

And then there’s Pink, the street persona. The user. Pink is who shows up when Sarah needs to score. She trades in slang and silence. She wears a different skin. A different currency.

Three names. One woman. No seams showing – if she can help it.

In her world, compartmentalisation is survival. If a dealer connects the dots and knows she’s an escort, she’s vulnerable. If a client finds out she’s using, her value drops. Appearances are everything. Rates depend on it. Reputation is a balancing act on a razor’s edge. And so each name carries its own set of rules, risks, and rituals.

But here’s the deeper cut: Who’s the “real” Sarah?

Is Stacey fake? Is Pink less than? Is Sarah just the base layer beneath the makeup and muscle memory?

They’re all her. None of them. Some of each. Identity is slippery.

The left hemisphere of the brain craves coherence. It wants simplicity, categories, reduction. But the truth is, identity is a heuristic. A convenient fiction. And Sarah, more than most, knows this. Where most people perform one role and pretend it’s a self, she splits hers openly. She curates them. Manages them. Leverages them.

And yet, the cost is high.

Stacey and Pink are exhausting. High maintenance. High risk. But being Sarah isn’t a comfort either. It’s just what’s left when the others are stripped away. She doesn’t retreat into Sarah so much as collapse into her.

In that way, Sarah isn’t a self – she’s a default.

The irony? For all this agency, for all her awareness, she’s still trapped in identities designed for consumption. For transaction. For escape. Whether it’s sex, drugs, or memory, she’s always negotiating something.

Three names.
Three roles.
Still no way out.

On Goodreads, Social Media, and Not Giving a Toss About What You’re Reading

I watched this video this morning: Why I Quit Goodreads. Apparently, people are fleeing Goodreads like it’s a sinking ship. Frankly, I didn’t realise they’d ever boarded.

Video: Why I Quit Goodreads by Alison Reads Books

I’ve used Goodreads for years. Not out of love – habit. I was on another platform before Amazon bought both and quietly euthanised the lesser one. So, like any good digital serf, I migrated. Goodreads never really improved. But that’s not what this post is about.

Audio: NotebookLM podcast on this topic.

The woman in the video, Alison, recounts how she got sucked into the vortex of reading-as-performance. A treadmill of trending titles, five-star pressure, and dopamine farming. In short: social media with spines. She, like me, identifies as an introvert. Social media, she says, offered connection on her terms.

Fine. But here’s where we part ways: I don’t read what’s popular. I read like I write: deliberately, slowly, and mostly alone. I don’t care what the hive is reading. I don’t follow BookTok. I’m not hunting genre tropes like Pokémon. I’m not even watching telly.

That’s not snobbery. That’s filtration.

Yes, I read Tolstoy and Dostoevsky, not because they’re trending, but because they have staying power. I read Beauvoir and Foucault, not because they’re fashionable, but because they dismantle the very notion of fashion.

Ironically, AI has been more useful to me than Goodreads ever was. I ask it about tropes, continuity, and which authors my work resembles. Sometimes, it throws out a name I don’t know. So I investigate. If I see a resonance, great; I might lean in or veer away. Not because I want to copy, but because “originality” is a fairytale. Everything is recombinant DNA, literary or otherwise.

I’ve read friend recommendations. Mixed results. Often disastrous. I don’t care how many millions adore The Hunger Games, or William Gibson, or Taylor bloody Swift. That’s not an insult; it’s a mismatch. Their work just doesn’t speak to me. And that’s the point of art, it’s not for everyone.

Because of this, I’ve grown wary of recommendations. I no longer approach them with hope; I approach them like a suspicious mushroom in a stranger’s risotto.

So why do I still use Goodreads? To track what I’ve read and, occasionally, write reviews…for myself. If others find those reviews useful, great. If Goodreads’ recommendation engine serves up a gem, brilliant; but it rarely does. Algorithms don’t understand headspace. They see pattern, not mood.

I might binge Dostoevsky and Tolstoy one week, but that doesn’t mean I want a Russian lit syllabus. After Notes from Underground and The Death of Ivan Ilych, I finally cracked open The Second Sex – a book that’s loomed on my TBR like a monument.

Sometimes reading fuels my writing. Sometimes it stalls it. But unlike Alison, I never needed Goodreads to tell me who I am as a reader. And I sure as hell don’t need social media to validate my literary tastes.

If you’re quitting Goodreads because it became too performative, maybe you were never using it for the right reasons. Or maybe, like most platforms, it just stopped being fun once everyone else showed up.


About the cover image: “photo of a stereotypical punk rocker anarchist reading a book in a crowd of people staring at their mobile phones”

I’m not sure this Midjourney render captures much of the essence of my prompt, but there it is.

AutoCrit Challenges

I don’t hide the fact that I rely on AI for early editorial feedback. Once a story is complete, I break out AutoCrit. This programme works well for typical stories that follow standard practices with common tropes. It gets quite confused when I feed it intentionally awkward stories, not the least of which is to advise me to eliminate the awkwardness.

This is a challenge with AI more generally. In this particular story, I leave a lot of loose ends and misdirects, as it’s a commentary on the conspiracy-driven culture we inhabit. The advice, is along the lines of, “You forget to close this lopp. What happened to so and so.”

But this is life. We don’t always know the full story. We drive past an multi-car accident where cares are overturned and in flames, but we never find out what happens – even if we scour the newspapers and internet. Who was that? What happened? What caused it?

We often never find out. In most books and movies, we find out everythung, and it all comes packaged with a nice bow. This is what AI expects. It’s the diet it’s been fed.

Some stories subvert these notions here and there, but by and large, this is not typical American fare. Readers and viewers need to be spoonfed without inconsistencies.

Speaking of inconsistencies addressing one scene, AutoCrit said that a character should act impulsively in one situation and reserved moments later. This was flagged as an iinconsistent character.

In the scene, a woman stops her car immediately to help an injured man on the roadside, but as she gets out of her car an approaches her, she shows caution.

This was a red flag. Why would she have always been rash or always been cautious?

My response, because that how real people act. She acts on instinct but quickly considers that she’s a vulnerable woman alone with a man miles from anywhere.

I don’t suspect a human reader would find this surprising. This is the intelligence absent from Artificial Intelligence — cultural intelligence, a cousin of EQ, emotional quotient.

I know how I want the character to act. I do want AutoCrit to inform me that character A is wielding a pistol but then stabs another character, or that character B is a teetotaler and is getting drunk or that character C has a shellfish allergy but is downing lobsters like they’re going out of style. And I certainly what to be shown continuity errors.

The biggest challenge I have with AutoCrit that is less promonent with other AIs is that I can preface my content with a note explaining my intent. I can even do this after the fact.

If I feed ChatGPT, Claude, or DeepSeek a story of segment to critique without a preface, the responses may be similar to AutoCrit, but when I follow up with some meta, the response may be, “Now it makes sense, but why is John wearing lipstick?” Perhaps he’s metrosexual or non-traditional. Perhaps it’s an oversight.

I dont meán to demean AutoCrit. I’m just advising that if you are writing stories not compliant with 80 per cent of published works, take the advice with a grain of salt, or reserve AutoCrit for more standard fare.