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Author of essays on learning, time, design, and humor, shares insights through scrapscript and blogs.hn.
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Writing About Writing

2026-09-03 08:00:00

Why did you decide to write this essay? What was your intention for the essay when you started, and how did that evolve over time (if it did)? Was anything surprising to you?

How long did it take you to write this? We’re interested in two answers: (1) over what time period you were ‘working’ on the essay—from idea to final draft—and (2) how long it literally took you to write the essay (the time you spent typing/revising/editing).

What was the process you used to write? How many steps and iterations were there? E.g. was it bullet points -> draft1 - draft2 -> final? Was it something else? How similar/different is this to the process you use to write other essays?

Do you have any screenshots of drafts of early snippets of the essay you could share? Stuff that is either not in the final essay or not in there verbatim. (People like that.)

My essay ideas are impolite -- they seize my attention when I must do important things.

My idea backlog is a giant txt file with 6,000+ essay/project ideas that I will never complete:

Sometime in early 2024, I recorded this note to my idea backlog:

crows vs. kindergartners vs. a math professor, "intelligence as negative entropy", entropy extraction

I have zero clue what it means, but I suspect some personal experiences became entangled:

  • I started seriously using LLMs for work, and their behaviors were inscrutable. What the h*ck is going on with language models.
  • I had recently listened to Jamie Loftus's funny/awful experience with Mensa.
  • My daughter was born in 2022; little humans are wild.
  • I'm a few decades old now, and I feel the gunk in my mind's gears. I can't absorb textbooks like I used to.
  • I was working closely with a mathematician with an Erdős number of three. His brain works so good.
  • Information theory is simple enough for me to pretend to understand it.
  • What a wonderful gift to be alive.

I developed a clever method that prioritizes high-quality viral essays. If I were a disciplined writer, I would use it. But no -- I simply transcribe my conversations with the loudest voices in my head (no, not literal voices -- they're just my model's weights and biases du jour).

On 2024.07.14, the mystery of CROWPOWER yelled at me until I wrote 739 words about it. My first drafts looked like this:

Two weeks later, I tried to give my idea a spine:

And then I let it sit for three months. I'm not sure exactly what happened, but I bookmarked papers like Information Compression as a Unifying Principle in Human Learning, Perception, and Cognition during that time. I probably realized that my entire idea was bogus and/or cliche. Sometimes things need time to breathe.

On 2024.10.13, I took another stab at it:

And then I got stuck again, and it sat for another three months.

After a short trip to Cambodia, I picked the essay back up on 2025.01.05. One big idea made it into my essay notes: A few thousand crows with error-correction equipment could emulate a CPU like a Tinker-Toy computer. This simple idea became the Rosetta Stone that let me translate between biology, computation, and information.

I also wrote down a bunch of ideas that didn't make it into the essay. For example, intelligence seems highly dependent on personal motivation. What if you asked somebody to retake an IQ test and gave them $100,000 for each point increase? I suspect scores would increase on average, but not by much. Doesn't this severely complicate measuring non-human intelligence? And on, and on, and on.

Six months later, on 2025.06.22, I rewrote the intro to focus on the history of horsepower.

The new horsepower intro unblocked the essay -- suddenly everything I'd been failing to say had a thread running through it.

From a clean slate, I spent every minute of my discretionary time writing this damn essay. I worked this way for six days, and then it was finally complete.

This essay took a year of calendar time and ~80 hours at the keyboard. I am a very slow writer, but this one was glacial even for me.

I log all my edits to git, so it was easy to see how it developed:

date words diff
2024.07.11 12 braindump mixed with other notes
2024.07.14 739 first real outline; mostly "tk:" stubs
2024.07.29 1,705 expanding 2024 skeleton
2024.10.13 1,982 added "joepower"
2025.01.05 2,419 crowputing and employing crows
2025.06.22 3,414 "…and no horses on the moon"
2025.06.28 4,861 rewrote the whole thing with scaffolding notes
2025.07.01 2,714 removed scaffolding notes
2025.07.01 2,783 final edits; submitted to contest
2025.09.03 2,746 published alongside prize announcement

How did you decide the essay was ‘good enough’ to publish?

Astute readers understand that none of my essays are ever good enough to publish. But I hit that publish button when my curiosity and pride and shame reach equilibrium.

My hunger for useless knowledge takes me to weird places; my brain refuses to leave the restaurant until it's tasted everything on the menu. "I can improve upon these recipes!" No, no, I can only cook inedible sins in my kitchen. It's torture until I remember that I don't have to be smart if I'm funny -- I suddenly fall madly in love with the enormous mess I've made, and I want everybody to know how wonderful it is to be alive.

What was the reaction when you initially shared it? Was it as you expected?

I was elated when Adam Mastroianni crowned my essay the winner of his 2025 Blog Extravaganza. My friends probably weren't too surprised -- Adam and I share an uncommon reverence for bad jokes and amateur science.

But I'm a bit disappointed that "crowpower" and "joepower" haven't wormed into our lexicon. I half-expected those words to flourish in a certain unnamed AI safety forum (from which I maintain a healthy distance). It's wild how everybody trusts intelligence benchmarks, but nobody knows what we're measuring. I barely have the vocabulary to explain my confusion. It's like trying to describe Bitcoin to an ancient Aztec person.

And now here we are. I am so grateful that Jordan & Carter asked about my CROWPOWER essay. I think I needed some flattery/encouragement. "I can improve upon these recipes!"

Do you think you have any nonobvious or unpopular opinions about writing?

Here's something I grapple with: writing about things I know, versus writing about things I don't know. It's the difference between writing to teach and writing to learn.

For example, this is supposed to be an interview about how I wrote CROWPOWER. Simple questions: When did you write it? How long did it take? What was your process? What do you know?

But all I care to talk about is how opaque my creative process is, especially to myself. Whoops -- here I am making a mess in somebody else's kitchen.

Bonus: What is your favorite essay on the internet?

My favorite essays are those that seem to be about one thing but are actually about something else entirely.

I don't want to spoil the surprise, but this is one of the greatest literary feats I've ever seen. Its genius is completely orthogonal to its content: https://gamefaqs.gamespot.com/snes/588741-super-metroid/faqs/10114

But this is not one of those essays. It is exactly what it is.

confusin' haiku

2026-09-01 08:00:00

every Wednesday

squirrel away our mayonnaise

full vegetable drawer

odysseus_meme.jpg

2026-08-28 08:00:00

I'm leaving OpenAI to build Jurassic Park

2026-08-06 08:00:00

I'm so grateful for my time at OpenAI, where I led alignment safety for the official ChatGPT basketball. I gained so much valuable experience building Altman's armageddon engines, and I'm taking it to the next level with my new startup: Jurassic Park.

At Jurassic Park, we're resurrecting the ultimate apex predators to defend humanity against misaligned AI.

Cyberdefense Capabilities

Horizontal bars counting disclosed security incidents by species, with a safety grade beside each. Humans run off the end of the scale at eleven thousand and score an F. Claude models sit at three and OpenAI models at one, both scoring in the C range. Tyrannosaurus rex, Triceratops and Stegosaurus all sit at zero and score A plus.

Further reading: OpenAI incident report, Anthropic incident report.

According to the fossil record, dinosaurs lived for 165 million years without a single recorded AI cyberattack. Many speculate that dinosaurs developed a natural immunity to artificial intelligence threats.

Two panels separated by an axis break. The left panel counts dinosaur genera from 250 million years ago to the present: the line climbs through the Mesozoic to about 950 genera, then falls vertically to zero at the Cretaceous-Paleogene boundary 66 million years ago. The red line for disclosed AI cyberattacks picks up exactly where the dinosaur line hits zero, runs flat along the floor across the axis break into the 2015-to-2026 panel, then rises steeply from 2023 to fourteen.

Datacenters evolved strong concrete exoskeletons to protect their vulnerable innards from predators. But think about it -- a dinosaur wins against pretty much everything (except maybe a literal meteor). In a recent poll, most scientists agreed that a dinosaur could totally destroy a datacenter if it really wanted to.

Four vertical bars comparing standing height in metres. Argentinosaurus reaches 12 metres with its head raised, Tyrannosaurus rex about 5 metres, a server rack 2.2 metres, and a human 1.7 metres.

Anti-AI dinosaurs have already passed experimental trials in Japan.

In 1974, apes from Black Hole Planet 3 built a space-titanium imitation of Godzilla, which rampaged across Japan. But Mechagodzilla's disguise burned off and Godzilla (with assistance from the Okinawan guardian beast) turned him into a magnet and then tore his head off.

In 1975, the ape aliens built Mechagodzilla 2, who rampaged across Japan with Dr. Mafune's sea beast Titanosaurus. But Dr. Mafune's cyborg daughter discovered she was Mechagodzilla's wireless transmitter, and shot herself to sever the link. Godzilla seized this opportunity to decapitate Mechagodzilla 2 and blast its corpse with his signature heat ray.

Model Weights

A scatter of encephalization quotient against body mass on a log scale, split into four quadrants. Humans sit highest among animals at 7.5 and 62 kilograms; dolphins and chimpanzees follow. Velociraptor beats a chicken. Tyrannosaurus rex reaches 2.2 at seven tonnes, while Stegosaurus, Triceratops and Argentinosaurus sit near the floor in the large-and-dim quadrant. Two language models are drawn as hollow markers above every animal.

Mass is estimated; only Chinese weights are public.

Sustainability

Horizontal bars of continuous power draw on a log scale from 0.01 kilowatts to 1 megawatt, with a watts-per-kilogram column on the right. A resting human draws 0.08 kilowatts, an ostrich 0.3, a Tyrannosaurus rex 0.5 and a 70-tonne Argentinosaurus 2. One GPU rack draws 120 and one 100-megawatt datacenter hall draws 100,000.

This chart assumes dinosaurs are ectotherms, not endotherms.

Dinosaurs are energy-efficient from cradle to plate! Dinosaur meat is a natural superfood -- rich in protein or omega-3 or something. We expect it to fetch a heavy premium at fancy steak restaurants when it first comes out.

We're committed to 100% circularity. Surplus dinosaur parts will be fully recycled into coal at our proprietary underground facilities.

Alignment

Everybody loves dinosaurs! Don't you want to cuddle these gentle giants?

Purchase our official life-sized Stegosaurus plushie from selected distributors.

Copyright

Contrary to popular belief, most dinosaurs pose no copyright infringement risks.

The Land Before Time (1988) was a decent film with superb animation, but the child-friendly sequels really tarnished the brand. We expect a reboot any year now.

Jim Henson's Dinosaurs aired on ABC from 1991 to 1994. Although targeted at a family audience, it somehow covered complex topics like sexual harassment, censorship, religion, steroid abuse, masturbation, and corporate crime. It got surprisingly good reviews; many appreciated its creepy-but-well-executed practical effects.

Economic Outlook

Two projected lines of United States employment in millions from 2026 to 2040. Jobs remaining after AI fall in a straight line from 160 million to under 2 million, a 99 percent loss. Jurassic Park employment starts near zero and rises exponentially, crossing the falling line at about 36 million in 2037 and reaching 220 million by 2040.

Top economists expect AI to take ~99% (±5%) of human jobs. We believe Jurassic Park is the ultimate jobs program.

AI cannot raise cattle, nor feed them to raptors with Spielberg's cinematic finesse. It cannot pick up mountains of feces ("poop") without a mechanized corporeal form. Human jobs are safe as long as we have dinosaurs.

Ancient humans harnessed the power of megafauna for megaprojects. According to The History Channel, ancient Egyptians used terrestrial sauropods to build the Great Pyramid of Giza.

Roadmap

  • Phase 1: Completed. Resort and theme park construction on Little Saint James Island.
  • Phase 2a: Ongoing. Research begins into growing organic dinosaurs in vivo.
  • Phase 2b: Coming soon. Park opens with really big horses and "killer" mechanized dinosaurs (built by Boston Dynamics). Our robosaurs will run the latest Grok 6.9 Mechahitler.
  • Phase 3: Probably. Jurassic Cafe adds literal dinosaur nuggets to the menu -- tastes like chicken.
  • Phase 4: Eventually. First organic dinosaurs enter the park.
  • Phase 5: Secure AI datacenter (with a big off-switch for safety) constructed inside the T-Rex exhibit.
  • Phase 6: The Loch Ness Monster fights Shamu clones in The Splash Coliseum™️ on Saturdays and Sundays.

AI scientists were so preoccupied with whether they could, they didn't stop to think if they should. Luckily, our dino scientists are doing what they must.

We're so excited to send you back to the stone age.

Disclosure: This post was partially funded by The Reptilian World Government.

I prefer "Yankee" over "Usonian" over "American"

2026-07-14 08:00:00

I was born in the USA. Many tongues call me "American": Italian (americano), French (Américain), German (Amerikaner), Dutch (Amerikaan), Afrikaans (Amerikaner), Japanese (アメリカ人, amerika-jin), Filipino (Amerikano), Hebrew (אמריקני), Arabic (أمريكي), Portuguese (americano), Russian (американец), and Hindi (अमरीकी, Amreeki).

I grew up in Southern California. Many of my friends were zeroeth-generation immigrants from Mexico. Weren't their parents born in North America, too?

As an adult, I lived in Washington State. There I met many fine Canadians, visiting for work, education, and play. Were they not Americans too?

We of the United States, in justice to Canadians and Mexicans, have no right to use the title "Americans" when referring to matters pertaining exclusively to ourselves.

-- James Duff Law

Circa 1903, James Duff Law coined the term "Usonian" for the peoples of the United States of America.

Esperanto speakers adopted "usonano" as early as 1905.

But why this term "America" has become representative as the name of these United States at home and abroad is past recall. Samuel Butler fitted us with a good name. He called us Usonians, and our Nation of combined States, Usonia.

– Frank Lloyd Wright

Wright popularized "Usonia" around 1927. To him, the US middle class outclassed European aristocracy. His Usonian homes celebrated the simplicity and individualism of US suburbia.

His Usonian homes inspired ranch-style houses.

But "Usonia" sounds too beautiful for the United States -- collegial, polished, academic. "Would you prefer Italian or Usonian wine with your halibut, ma'am?"

Our heritage is that of pilgrims and prophets and rednecks and reverends. We've got the best medical centers and the most overdoses; the best universities and the most young-Earth creationists.

I feel less than American and more than Usonian. I wish there were a word between…

Yankeeism is the general character of the Union. Yankee manners are as migratory as Yankee men. The latter are found everywhere and the former prevail wherever the latter are found. Although the genuine Yankee belongs to New England, the term "Yankee" is now as appropriate to the natives of the Union at large.

-- Thomas Colley Grattan

"Yankee" is a silly word. It probably originated from Dutch Janke ("Little John") or Flemish Jan Kees ("John Cheese").

During the Revolutionary War, British troops sang "Yankee Doodle" to paint US folk as raucous clowns. And in true Yankee fashion, US troops put it in their caps and called it macaroni. Yankee Doodle remains a source of national pride.

Brits (and Aussies) still use "Yankee" in a pejorative sense.

The US still exudes that panache. In the early 1800s, colonials built a civilization while consuming ~1 gallon of 90-proof liquor per month. Their children's children invented plastic and Hollywood, which pollinated via red cups and reality television. Only the US could elect a reality TV star to be its leader (twice). It takes gall to produce Idiocracy and then make it happen.

We should move the US capitol from DC to Las Vegas.

Only the US could give casinos to its decimated native populations as a consolation prize. Only we could inflict upon ourselves epidemics of painkillers, crack, school shootings, and Tide Pods. Only we could produce evangelicals.

US folk are Yankees. We're obnoxious, tacky, foul, and we're proud of it.

To foreigners, a Yankee is an American.

To Americans, a Yankee is a Northerner.

To Northerners, a Yankee is an Easterner.

To Easterners, a Yankee is a New Englander.

To New Englanders, a Yankee is a Vermonter.

And in Vermont, a Yankee is somebody who eats pie for breakfast.

-- E B White

But Southern Yankees reject the label. Many still cling to the failed Confederate nation of their fathers' fathers. They're right to remain angry -- we've since let our Southern siblings slide ever further into poverty, illiteracy, and hopelessness. To them, Yankeeism is another flavor of European aristocracy.

Southerners are suffering, and it's easier to be dismissive than to be helpful. The Civil War will not end until Southerners are proud to call themselves Yankees too.

the spartan, cramped, and unstintingly functional jeep became the ubiquitous World War II four-wheeled personification of Yankee ingenuity and cocky, can-do determination.

-- Doug Stewart

We should make Yankee synonymous with the best of the United States -- dynamism, ingenuity, hospitality, self-sufficiency.

I like "Usonia", but it ain't US. We're Yankees, for better and worse, and we should act like it.

-pede

2026-07-11 08:00:00