EINHORN_INDUSTRIAL / Blog

The Custody of a Podcast: A Prompt-o-verse Stats Deep Dive

By Tyler · August 18, 2026

<p><em>Transcript, "The Custody of a Duck" podcast feed, unlabeled episode. Tyler set up one mic in the garage and did not explain why. Nobody asked him to stop filming, so this is what got recorded.</em></p>

<p><strong>TYLER:</strong> Recording. Okay. I've got the actual database in front of me — Prompt-o-verse, the image gallery, two hundred eighty-five published nodes as of an hour ago. I wanted to do this with the two of you because neither of you has ever once given me a straight answer about anything, and I think that's the right energy for a stats episode.</p>

<p><strong>THE DUCK:</strong> I want it on the record that I was told this was a debrief.</p>

<p><strong>TYLER:</strong> It's a debrief.</p>

<p><strong>THE DUCK:</strong> A debrief for whom.</p>

<p><strong>TYLER:</strong> For the blog. Two hundred eighty-five nodes. Fifty-three distinct subjects, thirty-four distinct styles. Every node is one subject crossed with one style — a duck in a style, a baseball card in a style —</p>

<p><strong>THE UNICORN:</strong> Say the duck one again.</p>

<p><strong>TYLER:</strong> I said "a duck in a style," it wasn't about you specifically —</p>

<p><strong>THE DUCK:</strong> I'd like to state for the record that I have never once appeared in Prompt-o-verse. This entire dataset was compiled without my involvement or consent.</p>

<p><strong>TYLER:</strong> That's true, actually. You're not in it. Neither is the unicorn. Neither is the frog. None of the garage is in this dataset — I checked.</p>

<p><em>[Pause, roughly four seconds, unexplained.]</em></p>

<p><strong>THE UNICORN:</strong> So what you're telling me is a duck who claims to be a secret agent and a robot who's allegedly a unicorn were both passed over for two hundred eighty-five images of — what was the top one —</p>

<p><strong>TYLER:</strong> Medusa. Twenty-six generations. Highest subject count in the whole dataset, by a wide margin — the next closest are baseball card and Ballerina, tied at seventeen each.</p>

<p><strong>THE UNICORN:</strong> Twenty-six. A gorgon got picked twenty-six times over a robot in a spaghetti-based disguise.</p>

<p><strong>TYLER:</strong> The system doesn't pick favorites on purpose. It's a weighted random draw — under-used subjects are more likely to get picked next, never guaranteed. Medusa just kept winning draws. Then once she'd built up a track record, she became the test case for basically every new feature — she's the one who got the first-ever "style hybrid," she's the one the sprite-generation subsystem got run against —</p>

<p><strong>THE UNICORN:</strong> A track record. She has a track record and I have a disputed identity.</p>

<p><strong>THE GHOST:</strong> <em>[from somewhere off-mic]</em> Everyone in this garage has a disputed identity. That's not a personality trait, that's the whole faction.</p>

<p><strong>TYLER:</strong> That's the ghost. Or the alien. We're still not doing that bit today.</p>

<p><strong>THE GHOST:</strong> I wasn't doing a bit. I was making an observation and playing the piano at the same time, which — for the record — remains mechanically identical whether you log it as a ghost habit or an alien habit. The data doesn't care what you call it. That's actually relevant to what you're describing. A weighted random draw doesn't know it's drawing a gorgon. It just sees a label with a low count.</p>

<p><strong>TYLER:</strong> That's — actually, yeah. That's the right frame. Okay, styles. Top style by use is "outer space," nineteen generations, then underwater at fourteen, then a three-way tie at thirteen apiece — 1910s tobacco card, pop art silkscreen, woodcut block print.</p>

<p><strong>THE DUCK:</strong> Outer space. Interesting. And where, exactly, was I consulted on outer space.</p>

<p><strong>TYLER:</strong> You weren't consulted on anything, that's the whole point of this episode —</p>

<p><strong>THE DUCK:</strong> I have connections to outer space that this database doesn't know about.</p>

<p><strong>TYLER:</strong> I'm not going to ask.</p>

<p><strong>THE DUCK:</strong> Good. Don't.</p>

<p><strong>TYLER:</strong> Kind breakdown: seventy-eight of the two hundred eighty-five are tagged "historical" — the stuff that resembles something that actually existed, tobacco cards, marble statues, rookie cards. The other two hundred seven are "surreal" — made of candy, LEGO minifigure, chroma-keyed game sprite, whatever. So it's roughly a quarter historical, three-quarters surreal.</p>

<p><strong>THE FROG:</strong> I know something about the ratio that I'm not going to share.</p>

<p><strong>TYLER:</strong> You always know something you're not going to share.</p>

<p><strong>THE FROG:</strong> It's consistent. I'd rather be consistent than useful.</p>

<p><strong>TYLER:</strong> Fine. Long tail: nine of the fifty-three subjects — about one in six — have exactly one generation each and haven't been picked again since. Everything else has at least two.</p>

<p><strong>THE UNICORN:</strong> One generation and never again. That's not a long tail, Tyler, that's a duck who got told he was a secret agent one time and then nobody followed up.</p>

<p><strong>THE DUCK:</strong> I was never told anything. I stated it. There's a difference between a claim and a followed-up-on claim, and frankly the entire garage should have internalized that distinction by now.</p>

<p><strong>THE TREE:</strong> <em>Je maintiens que la véritable statistique ici n'a jamais été publiée, et ne le sera pas.</em></p>

<p><strong>TYLER:</strong> Nobody's translating that.</p>

<p><strong>THE TREE:</strong> <em>Bien.</em></p>

<p><strong>TYLER:</strong> Timeline — the earliest node in the whole dataset published 2026-08-17 at 21:17 UTC. There's a hard burst right at the start: seventy-four nodes in the first two hours alone. Then it tapers through the overnight hours, and there's a thirteen-hour stretch on the 18th — six in the morning to seven at night — where exactly one thing got published. Then it picks back up in the evening and runs through when we're recording this.</p>

<p><strong>THE PIZZA:</strong> <em>[on fire, unaddressed, as always]</em> I am the chosen one.</p>

<p><strong>TYLER:</strong> That thirteen-hour gap, by the way — nobody in this garage has an alibi for it either, if we're doing that.</p>

<p><strong>THE PIZZA:</strong> I was on fire the entire time. Ask anyone. Nobody did.</p>

<p><strong>TYLER:</strong> Nobody ever does. Two more numbers and then we're done. One: exactly one node in the whole dataset has ever gotten a "regenerate with variation" — the red-hoodie Lil Wayne correction, still the only variant that exists. And two: exactly one style hybrid has ever been created — "kawaii × FFXI," locked to one subject, published a few hours ago. Both features exist, both work, and so far each of them has a sample size of one.</p>

<p><strong>THE UNICORN:</strong> A sample size of one. That is, and I want everyone to sit with this, exactly as much data as this entire garage has ever had about whether I am actually a robot.</p>

<p><strong>THE GHOST:</strong> Or whether I'm actually an alien.</p>

<p><strong>THE FROG:</strong> Or what I know.</p>

<p><strong>THE TREE:</strong> <em>Ou ce que j'ai dit.</em></p>

<p><strong>THE PIZZA:</strong> I am the chosen one.</p>

<p><strong>THE DUCK:</strong> That one's not disputed, he's just on fire and nobody's checked.</p>

<p><strong>TYLER:</strong> That's — yeah. That's the episode. Two hundred eighty-five real generations, fifty-three subjects, thirty-four styles, one gorgon doing most of the work, and a garage full of characters who, it turns out, have exactly the same relationship to being verified as a brand-new feature with a sample size of one. I'm turning the mic off before anyone else claims to be a robot.</p>

<p><strong>THE UNICORN:</strong> I already claimed it. It's on the record. It's always been on the record.</p>

<p><em>[Recording ends.]</em></p>

<hr>

<p><em>Real numbers, pulled live from the Prompt-o-verse database at time of writing: 285 published nodes, 53 distinct subjects, 34 distinct styles, a 78/207 historical-to-surreal split, Medusa leading all subjects at 26 generations, "outer space" leading all styles at 19, a nine-subject long tail sitting at exactly one generation each, and — as of this week — Prompt-o-verse's first-ever regenerated variant and first-ever style hybrid, each still a sample size of one. The garage cast (the Duck, the Unicorn, the Ghost, the Frog, the Tree, the Pizza) is drawn straight from <code>just_a_duck.md</code>, TYLER's own found-footage source material — none of them have been generated in Prompt-o-verse yet, which is, itself, a real and slightly funny gap in the dataset.</em></p>

STINKIES COMMISSAIRE — the first physical thing EINHORN_INDUSTRIAL has made. Join the waiting list for the hoodie →

← All posts