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Good Tokens 2025-10-24

2025-10-23

Worth your time

The Alpha Terrace Historic District in Pittsburgh, PA. One of my dream places to live.

My guilty pleasure on YouTube right now are videos claiming Ancient Egyptians had access to advanced technology that allowed them to machine vases out of hard stone. I’m agnostic as to whether or not this is true, but I can’t look away! A second thing that makes these videos delightful is that they all pit themselves against mainstream archeology which just cracks me up. Who are these mainstream archeologists? What are they doing to hinder this message? I see the evidence for advanced manufacturing but these mainstream archeologists seem like a mythical species.

On seriousness.

Why is Switzerland so rich? This is good, but I think it misses a couple of things. First, Switzerland was spared the physical and human losses of both World Wars. Second, there’s a cultural element that the post doesn’t speak to. Switzerland is both highly individualistic and highly communal, a mix of live-and-let-live and we’re-all-in-this-together that I believe allows it to make more pragmatic decisions, the benefits of which compound over time.

Some of the strongest US-China copium I’ve ever seen.

Creating a village for your child. I wish it were easier to do this.

What happens when someone dies on an airplane. Via Uri.

Things I learned

11 states and half of the counties in the US have more senior citizens than children. This sounds outrageous but I’m curious how much this has changed over time and the degree to which this is just more about longer life spans. Someone should analyze this the way Brian Potter analyzed US pedestrian deaths.

Costco’s Kirkland Brand drives more revenue than all of Procter and Gamble combined.

One of the great joys of having children is that they ask obvious questions you haven’t considered. This week it was: ā€œWhy do we call it a piggy bank?ā€ 1 It turns out that this (possibly) comes from the name of the clay, pygg, that was used to make jars for storing coins and that shaping them like pigs was a visual pun.

Support for declaring the United States a Christian nation is falling amongst Christians.

Musings

Someone told me this week that in France they say that there are six reasons someone will pay for something: Security, Pride, Novelty, Comfort, Money, Friendliness.

LLM corner

The Tiny Teams Playbook. This rhymes with some of what I learned this summer while ā€œinterningā€ with Roo Code. See also prototype first development.

Dead Framework Theory - the idea that LLMs are freezing frameworks like React into the internet. I thought like this at first, but I no longer think that this is true and I actually think LLMs will make it easier to bootstrap new frameworks provided those frameworks have real advantages over what they’re replacing because LLMs make it so much easier to adopt new tools.

Peter Steinberger’s Agentic Coding Guide.

Living Dangerously with Claude.


  1. The actual question was much funnier. My 5 year old made a piggy bank at church, causing my 3 year old to ask, ā€œDaddy, do pigs have banks?ā€ As I think about this, it gets even more puzzling, because I'm not sure he's ever been to a bank. ↩

Good tokens 2025-10-10

2025-10-09

A message from my sponsor

Person Do Thing is on Amazon. You’re here so you know Uri already, but I’ll just say that my family loves this one and that it makes a great gift for the person in your life that loves games.

Worth your time

The Resonant Computing Manifesto. See if you see anyone you know šŸ˜‰.

The universe as an evolving organism. I have no idea whether or not this is true, but I really enjoy this style of conversation about black holes and space and what we know and what we don’t. There should be more of this.

Frequency reduces difficulty. Via Mark Larson.

What happened to .400 hitters?

ā€œYou have enough ideas to destroy Amazon.ā€ Not just founders, product managers too.

Things I learned

Monarch butterflies produce a ā€œsuper generationā€ that live 8x as long as the other generations to allow them to complete their migratory cycle. Again, via Secrets of the Forest, which has to be the children’s book of the year in the Dillard household. It’s beginning to rival the Kroger App for introducing me to delightful facts. And I don’t say that lightly!

If anyone knows the author, send her my compliments.

Brand Mascots are actually persuasive to children.

This is how the Canadian Supreme Court dresses. And even worse, they’re changing it. Why, Canada, why?

Musings

"Life is 10 per cent what you make it, and 90 per cent how you take it" ―Irving Berlin. Sometimes I think the quotes at the end of The Browser our aimed directly at me. I promise you my kids will grow up with this one memorized.

A little bit of SSP

I was on the Demystifying Cosmetics Podcast talking about what I learned making high performance biomaterials from kelp.

If that’s not enough, we’re doing a live show of --dangerously-skip-permissions on Friday at 2 pm ET. Come and hang out.

(I have to be the only person putting out a podcast on beauty ingredients and coding with AI the same week)

LLM corner

Video models are zero-shot learners and reasoners

Mike Judge on the lack of AI software productivity in the data and a response.

Slop is a choice

2025-10-09

2025 is the year of slop. Meta has made an infinite slop machine. So has OpenAI. If this isn’t bad enough, our jobs have been invaded by workslop.

The implication behind all of this is that slop is the fault of the LLMs or their creators.

But for a moment, I want to ask you to consider… is this true?

I don’t dispute that we’re seeing a lot more AI generated slop than we were 2 years ago… but I do wonder what it’s displacing. When I see this AI video of a woman jumping through a glass bridge, I wonder what human content it is replacing in those users feeds. What is the quality of that content? Would it qualify as slop too?

Here is what I believe to be true.

Making something excellent takes care and focus. Sometimes that care and focus is the years you spent prior to the morning you make something excellent and the final thing hops out of you almost fully formed. Sometimes that care and focus is the years you spend refining something until it is excellent.

Most creative work, including mine, isn’t particularly high quality. If you want to be uncharitable, you could call this slop.1 Internet platforms have made it easier for people to create and display their work. LLMs have made it easier to create. This means that we see a lot more slop.

There will be some Sora posts that will be funny, wonderful, even beautiful. There will be many that are slop.

At the end of it all, slop is a choice. My choice and your choice. ā€œThe devil’s oldest strategy is, of course, promising godlike creation without godlike effort.ā€


  1. I will note for a second that it was not called slop when it was fully human generated low quality content. ↩

Mike Judge asks good questions about AI shovelware

2025-10-09

Mike Judge has a great piece poking at the AI hype where he asks essentially, ā€œIf these tools are so great, where is the explosion of AI created stuff in the world?ā€

The whole piece is worth a read, but one of the most interesting things to me about it is the data he brings to bear on the question.

He looks at:

  1. iOS app releases
  2. Android releases
  3. Domain registrations
  4. Steam releases
  5. Public GitHub repos created

And then concludes from these that AI coding tools are ā€œbullshitā€ ending with the call for people who claim that they are now 10x software engineers because of AI, to show the receipts.

First, I want to concentrate on what I love about this. ā€œIf this is so great, where is it in the data?ā€ is absolutely the right question to be asking.

And there is definitely a dog that isn’t barking here. The data that he cites aren’t perfect (more on this in a second) and yet really impactful things tend to move really obvious metrics. The gains in life expectancy between 1870 and 1970 are really easy to see.

So on one hand, I love this challenge. On the other, I think he goes too far in calling it all bullshit and saying that it doesn’t work.

I’ll hold myself out as the example that Mike asks for. While I won’t claim to be a 10x engineer, I had never completed a meaningful software project in production before GPT-4 launched. Since then, I’ve coded this blog / portfolio site myself, launched an AI based local news site that has hundreds of weekly readers, and I have a third unreleased prototype that I think could be a real product.

Analyzing myself against Mike’s charts:

  1. I haven’t launched an iOS app
  2. I haven’t launched an Android app
  3. I have bought 3 domains
  4. I haven’t launched a steam app
  5. I’ve created 1 public repo, unrelated to my AI coding work

Now I’m open to the idea that I’m the exception rather than the rule… but I also too humble to think that I’m a unicorn on this dimension.

There’s plenty of room for middle ground here. It’s totally possible that: 1. AI tools are net negative for most software engineers 2. AI tools are transformative for people like me 3. People like me are a minority

Intuitively, I doubt that this is true and yet I don’t have hard data beyond my personal experience to bring to bear on this question. It’s certainly something I’ll be thinking about over the coming months. A more likely explanation in my view is that we haven’t unlocked the right combination of values, tactics, organizational design, and training to unlock AI software productivity at scale… but I can’t prove that at this point.

Worth a ponder.

Sympathy for the Devil

2025-10-02

The Power Broker by Robert Caro deserves its reputation as a masterpiece. One of the best books I’ve ever read and up there in my pantheon of non-fiction books with Breaks of the Game and What it Takes.

Reading this book from the perspective of 2025, I think Robert Caro got Robert Moses wrong.1 Yes, he was obsessed with power. Yes, he ruined neighborhoods and destroyed communities with highways and slum clearance programs. Yes, he failed to treat the black citizens of New York City as having equal significance with its white citizens. He had all of these failings and it is important not to shy away from them.

But he was also a genius. An operator and a builder. He reorganized the New York State government into the form it still holds today. He built parks and stadiums and power dams.

Yes, Moses hoarded power. He had sharp elbows. He pushed the limits. He was also prepared, on time, organized, and ready to work tirelessly. He didn’t enrich himself or his family, but instead funneled money into getting power, so he could do more building. He built with all the limitations and blindspots of the generation he grew up in but he did build. He could be petty and attention seeking and yet he was also fantastically productive, not for just himself and his ego, but also for the people of New York.

It’s important while reading the book to pay attention to the other characters coming of age alongside Moses, people like Jimmy Walker, who are comically corrupt by today’s standards. When you do, you get the feeling that Caro is comparing Moses not to the other men and women who could’ve been chosen to lead at the time but to a hypothetical perfect public servant that never did exist and never could exist.

I first heard of Robert Moses in a City Planning Survey course that I took as a sophomore at UNC Chapel Hill. The TA who taught the class had an infectious enthusiasm for city planning and so that summer I found myself reading the Jane Jacobs classic Death and Life of Great American Cities.2

So I came into the book with a sense that the problems with American Cities are downstream of the choices that Robert Moses and his disciples made to orient them towards cars and away from walking and public transportation and neighborhoods with a sense of place.

But after reading the book, I think the problem for American cities isn’t that Robert Moses ruined them, but that there have been no Robert Moseses since: civic leaders with the intellect and power to reshape cities with a new, imperfect vision of what the good life is. We know from Amsterdam and Paris that this sort of transformation is possible and yet we’ve chosen to stay stuck in time, living with the same problems year after year.

The Robert Moses of 2025 would probably not favor cars over other forms of public transportation or redline minority neighborhoods. He would be imperfect in new ways that we cannot yet see or understand. But he would build.


  1. It’s a credit to Caro’s immense ability that I can read his work and come to very different conclusions about what it means. ↩

  2. Still one of my favorite books to this day. ↩