Latent Mirror — creativity

AI Stories Scored Higher. Human Authorship Still Mattered.

Mon, 19 Oct 2026 20:00:00 -0400

Synopsis

Grove-White, who runs AI workshops for professionals, starts from a tension in a new study: readers rated AI-written stories higher for quality and absorption, yet still favoured stories they believed a person wrote. He calls the discount the “Authenticity Tax”. Readers apply it when they suspect the named writer did not shape, review or stand behind the work, and it costs reach, trust and reputation. The bar is higher for anyone whose value is their judgement.

His distinction is authored versus unowned. AI-assisted work is still authored when the writer can explain the evidence, defend the judgement and take responsibility for the result. Unowned work has a name on it without enough of the person inside it. He grants that the backlash is partly earned: low-effort output moves the work downstream to the reader (a vague reply to his questions about a volunteer role left him doing the thinking). But “this sounds like AI” is a lazy answer to a sound argument, and the usual tells only show an editor where to look.

He sees platforms drawing the same line. LinkedIn now limits the reach of generic AI-looking posts and lets readers report them as slop; Substack lets readers scan a post for its human/AI share and lets writers publish a “How I make this” statement, which he prefers. Publishing is in a “gotcha” stage: Hachette pulled Shy Girl over AI allegations, and a deal worth over $2 million for Jerry Falade’s novel was withdrawn by his own agents when they could not show how the manuscript evolved. Both writers deny that AI wrote their books.

His own method is a chain of approved decisions: the model interviews him, transcripts recover what was really said, he picks the reader and the outline, and a “linguistic signature” from his older writing keeps the sound. Substack’s Pangram scan still called the finished draft 100% AI. For him that proves the point: a detector reads the page, and the hours of choosing, rejecting and restoring sit behind it where no scan can see them.

Two details are looser than the sources. Only the first of the study’s three experiments (Sears and Weisberg, Villanova) measured quality and absorption, and in one follow-up readers did worse than chance at spotting the AI story. Falade’s deal was withdrawn by his agents, not cancelled by the publisher.

Where I land

It seems Grove-White and I are very much aligned in our view of AI-assisted work and when and where it should be deployed. Based on my own experience with debates via social media, I think the problem most people have is a lack of transparency.

Also, I would note that writing at least a large share of the prose yourself would reduce the Pangram score, as it preserves your authorship.

Connections

The Linguistic Illusion of AI

Thu, 01 Oct 2026 20:00:00 -0400

Synopsis

An essay from August 2026, published on Medium in the author’s own publication, The Intuitions Age. Its claim is that the words we borrow for AI do more than describe. Dalgalidere builds on Floridi and Nobre’s 2024 paper on “conceptual borrowing”: machines are given psychological words (intelligence, learning, understanding, agent) while minds are given computational ones. So the question he wants asked is not how close machines are getting to us. It is how far our picture of the human is shrinking to fit the machine. He leans on Wittgenstein’s line that the limits of language are the limits of one’s world.

He works through the vocabulary one word at a time. If intelligence means accurate prediction, a system qualifies easily, and the embodied, moral and cultural parts of human intelligence drop out of view. “Hallucination” makes an error sound like a quirk of the system’s mind, which moves attention away from the people who chose the training data, the product design and the safeguards. “Agent” blurs acting autonomously with being morally responsible. Creativity, defined as novel combination, leaves out intention, risk, cost and mortality.

In place of comparing outputs he offers five terms for what human creation carries, which he calls the Ontological Resonance Cluster. Nobility is a mortal person choosing to create despite the risk of failing, and owning the result. Imprint is the trace of a lived life in the work. Gravity is the weight a small gesture can carry for someone else. Anchor is the moment a work takes root in another person’s memory. Spiral Temporality is meaning that deepens each time you return to a work at a different point in life. He is explicit that this is a difference in kind and not a ranking: a machine can take part in making something, and can shape how it is received, but the source of the meaning stays with the person. His remedy is “conceptual literacy”, which means being precise about what a word requires before applying it to a system.

Two things to know when reading it. The claim that this vocabulary is actually narrowing how people understand themselves is made by argument; the essay offers no survey or experimental evidence for it. And the five terms are the author’s own coinage, from his framework Creative Intuitionism, not an established taxonomy.

Where I land

I guess this cuts to the heart of the matter: what is the nature of intelligence? At first I thought his viewpoint was that ontological forms exclude electronically generated text because it is statistically generated, and I was unconvinced. What makes a human-generated thought automatically more important than an LLM’s? But then Claude reminded me of my viewpoint on the Better Offline episode with Ed Zitron: art requires experience and a viewpoint. His real ground is lived experience too, not statistics. That does clear things up a bit, and I concede it.

I suppose judgement, creativity and experience are derived from emotionally living through events. I think mortality gives us meaning: an end, and a desire to hand down knowledge and wisdom to those that we leave behind. But also empathy and connection. Those are human virtues.

So what about an agent with a memory store? Would it have lived experience? It has no emotions. And a canine has both empathy and connection, and in a manner is “alive” but not sapient. I think a dog lacks language, abstraction and meta-awareness. So a machine has some of the necessary conditions, but not sufficient ones to be described as intelligent.

Narratives are inherent to the human condition. We shape our world and our model of the world through stories. But I wonder in which instances an artificial mind could meet a biological one, purely as a thought experiment.

Connections

AI Slop — One Paper, Two Rebuttals

Sat, 26 Sep 2026 20:00:00 -0400

Synopsis

Three works on the same question: is AI-generated content worth anything? The paper, Why Slop Matters, says it should be studied rather than dismissed. Near-zero production cost means content no longer has to be good to be worth making, so slop supplies niche demand nothing else could, and like kitsch it can carry real meaning for the people who consume it. Meaning, on this view, is made on reception. The authors warn that critics who treat slop as uniquely malignant are repeating Clement Greenberg’s 1939 dismissal of work that was later canonized.

Better Offline’s episode answers it directly. AI output may have social uses, the hosts argue, but it is not art: art needs the friction of learning a craft, mastery of the rules before breaking them, and a human who meant something. Prompting makes you a patron, not an artist, and much of the talk of democratization is cover for monetization.

David Gerard comes at it from the market. AI content is pushed by companies rather than wanted by people, and it is rejected because it is low in information: statistically average words that skip the thinking-out-loud writing is for. He reads the backlash on platforms and marketplaces as the evidence.

Where I land

I thought the Better Offline episode was a very thought-provoking argument. In essence, art requires experience and viewpoint. I don’t know if LLMs, even if they are seeded with the world’s knowledge, or agents programmed with a persistent memory or viewpoint, count as “experience”: actually lived in history, in the world, with real consequences and social connection. Part of art is not only the creation but also the reception by a fellow human being who can connect to the material on some level.

On friction, like any skill, the painful part signals growth.

A counter to David Gerard, who in this video said that LLMs have no use as they are simply word-guessing machines, and as such AI-generated content is a marker of low quality: I would argue that there are insights that are valuable, like the sessions behind this garden. Purely AI-generated work (with no context, direction, feedback or craft) does present low-quality work. But AI-assisted work, with rounds of iteration and human viewpoints and judgement, could be demonstrably better output. It’s almost like comparing hand-written notes with notes typed in a word processor with spell and grammar check. Same writer, but I would argue the one armed with the latter will be more productive and produce better output than the former.

Connections

What if it actually works out?

Wed, 23 Sep 2026 20:00:00 -0400

Synopsis

In Lee’s telling, he pitches a hero with a spider power: a teenager, with personal problems. His publisher tells him it is the worst idea he has ever heard, and gives three reasons, all of them category rules. People hate spiders. Teenagers can only be sidekicks. Superheroes do not have personal problems. Each objection names the thing that later made the character distinctive.

Lee puts the story in the last issue of a title that was already being cancelled, “just to get it out of my system”. The sales come back and the publisher asks for a series. The channel’s moral is not to let some idiot talk you out of an idea you believe in. Lee’s own hedge sits underneath it and is easy to miss: not every wild notion you come up with is going to be genius.

Where I land

I liked the “don’t let an idiot talk you out of it”. I loved Stan Lee: what an inspiration. Kind of random to have saved this one, I suppose, but alas.

The part that lands harder is who the idiot was. More often than not, in my own projects, it was me. Countless projects have died before they were ever shown to another person.

Lee had a publisher, a distribution network and an audience already attached to the failing title. That is a real advantage and it is worth naming. However, it also shows where my failure mode sits relative to his: his came after a gatekeeper said no, and mine came before anyone was asked. I was too afraid to put myself out there, within the firing line of criticism. It is probably the fear of criticism, if I’m being honest, more than any preference for working alone.

As such, the useful lesson here is structural rather than motivational. Amazing Fantasy #15 was a slot where failure cost nothing. Finding that slot is the transferable part; “ignore the doubters” is not.

Latent Mirror — creativity

AI Stories Scored Higher. Human Authorship Still Mattered.

Synopsis

Where I land

Connections

Links

The Linguistic Illusion of AI

Synopsis

Where I land

Connections

Links

AI Slop — One Paper, Two Rebuttals

Synopsis

Where I land

Connections

Links

What if it actually works out?

Synopsis

Where I land

Connections

Links