artificial intelligence

Things I learned in 2025

2025-12-01

I borrowed this concept from Tom Whitwell as a way of cultivating a habit of curiosity.

My 2025 highlights: It was a year of exploration. I left Macro Oceans. I “interned” at Roo Code and got an early peek at how AI is changing software development. I had so many coffee chats. I launched a podcast about building with AI, built a an agent orchestration prototype and spent a lot of time hacking on HeyRecap. I started working with Istari Digital using AI to build aerospace / high performance hardware systems.

Here are 52 things I learned along the way:

  1. The U.S. Mint estimates that there are 300 billion pennies in circulation, about 3 times more than the number stars in the Milky Way Galaxy — The Atlantic
  2. Coca Cola didn’t became cocaine free until 1929 — the Associated Press via Stan Veuger. No wonder the market crashed!
  3. There are more people under the age of 25 today in Africa than there are in all of Europe — Stephen Kotkin
  4. The Centers For Disease Control estimates that a baby born in the United States is 10 times more likely to be killed during its first day than at any other time in life — Pacific Standard. Bonus: about 1 in 2,500 women are in denial about their pregnancy until birth.
  5. Shows like MTV’s 16 and pregnant led to a 5.7 percent decrease in teen births, 1/3 of the decline in teen births during the period — Liam Delaney
  6. International adoptions in the US are down 94% since the peak in 2004 — Pew
  7. Japan now produces more diapers for incontinent adults than for infants — London Review of Books
  8. There are more senior citizens than children in 11 states and half of the counties in the US — US Census
  9. The under 20 population in the United States is 20% smaller than it was in 1990 — Aaron Becker via Cremiux
  10. For the first time in 35 years, there are no rap songs are in the top 40 — Rolling Stone
  11. “In 2022, adults spent an additional 99 minutes at home on any given day compared with 2003.” —Derek Thompson via Bucco Capital
  12. Monarch butterflies produce a super generation that live 8 times as long as the other generations and allow them to complete their migratory cycle — Country Living. Could you imagine if once every four generations, you had a set of humans that lived more than 500 years??
  13. Brand Mascots can measurably influence the eating behavior of children — Obesity Review
  14. The more males and females of a bird species look alike (e.g. cranes), the more likely they are to mate for life.  The more males and females of a bird species look dissimilar (e.g. mallards), the more likely they are to be promiscuous — my friend Oriana
  15. Male snakes have two penises — Nautilus 
  16. A group of kangaroos is called a mob. A group of jaguars is a shadow — Brevard Zoo via ChatGPT
  17. Costco’s Kirkland Brand drives more revenue than all of Procter and Gamble combined — Eric Ries
  18. Silicon Valley companies will cross reference each other’s patents more when their employees frequent the same coffee shops — National Bureau of Economic Research. See also Austin’s 3 types of luck.
  19. Non-linear ethnic niches: 90% of grocery stores in Detroit are owned by Chaldeans; 95% of Dunkin Donuts stores in the Midwest are owned by Indians; 90% of the liquor stores in Baltimore are owned by Koreans; 60% of Dunkin’ Donuts stores in New England and New York are operated by Portuguese immigrants — Aporia Magazine. I guess you file this under the importance of networks, tacit knowledge, and the availability bias?
  20. The only right protected in the main body of the US Constitution is the right to intellectual property — ChinaTalk. Bonus: The first patent examiner for the United States was Thomas Jefferson.
  21. Peacock is the name of the males only; the female are peahens. The species is called peafowlThe Animal Book
  22. A single mushroom can live for thousands of years — Scientific American via The Long Now. Bonus: They are among the oldest life forms on earth, predating plants by more than 300 million years.
  23. Humans are unique among mammals for not creating their own vitamin C — Survival of the Sickest via my friend Chris
  24. China installed more industrial robots last year than the rest of the world combined — Gizmodo
  25. German chocolate cake was invented in United States — the Kroger App
  26. Marie Antoinette never said “Let them eat cake” — The Rest is History
  27. Life expectancy for dogs has been growing faster than life expectancy for humans — Frontiers of Veterinary Science via my wonderful friend Uri
  28. We call them piggy banks because of the type of clay (pygg) that was used to make jars for holding coins. Shaping them like pigs was a visual pun (probably) — BBC
  29. Badgers air out their beds to keep them clean — Secrets of the Forest
  30. The Pangolin is the only mammal with scales — The Animal Book
  31. The air that the dinosaurs breathed had substantially more oxygen in it than the air we breathe. Jurassic Park couldn’t happen because the dinosaurs would asphyxiate — John Cramer
  32. Saturn’s rings are younger than the dinosaurs —  Rohit
  33. Squirrels in Berkeley and Oakland are becoming carnivorous — Smithsonian Magazine
  34. In Switzerland, you are never more than 16km from a lake — About Switzerland
  35. The English Monarchy asserted a claim to the French Monarchy until 1801, only releasing it after Napoleon had become dictator — The Rest Is History. Some would say it’s been all downhill for France since then 🤣.
  36. 12.3M hectares of US cropland was abandoned between 1986 and 2018 — Environmental Research Letters. Note that this figure does not include cropland taken out of use via urbanization or development.
  37. More than 98% of new vehicle sales in Norway this September were EVs — Elective via Anton
  38. Chicken tikka masala originated in Scotland; kilts did not — Sukhi’s and Wikipedia via  Jason Crawford
  39. Home field advantage in the NFL is real. We know this because it disappeared in 2020 when there were no fans in the stadiums — The Ringer via Crémieux
  40. 79% of American adults report making at least one drunk purchase in the past year; the average amount of drunk spending was $444 per year — The Hustle
  41. The value of returned purchases in the United States would make it the 16th largest economy in the world — Rohit
  42. D.A.R.E. anti-drug interventions in schools seem to have have increased drug use among suburban students — Drug Library via Atoms vs. Bits
  43. Holding back students in the 3rd grade improves long term performance for the students who were held back — The 74 million
  44. Half of recorded history came before the Old Testament was written down — The Literature and History Podcast
  45. More Romans were killed at Cannae than Americans in the entire Vietnam War — The Rest is History
  46. The distance elasticity of trade (the rate at which trade between two cities drops off as they get farther away from each other) seems to be the same today as it was in ancient Assyria — Maximum Progress
  47. The oldest bond in the world dates from December 10, 1624; pays €13.61 of interest a year — the Financial Times via The Browser
  48. Pine needle tea has more vitamin C in it than orange juice — Nautilus
  49. All of the world’s gold is estimated to fit in one 20 meter cube — BBC
  50. Eyes have evolved more than 50 times — Salon via Rohit
  51. The largest newspaper in California by subscribers is the New York Times —Ezra Klein
  52. Walmart takes 25% of all SNAP dollars — Kyla Scanlon

Previous lists: 2024, 2023, 2022, 2021, 2020

If you enjoy this list, you can sign up to get email updates when I post here.

Most of my professional energy right now is spent on how AI changes creative work and the electric tech stack. If either of these is of interest to you or if you just think we’d have a good conversation, drop me a note (hello @ jdilla.xyz) or put time on my calendar).

Have a wonderful holiday season and stay curious!

Supra Podcast: How AI is changing the future of software development

2025-10-28

I got to join Marc and Ben from the Supra podcast to talk about how AI is changing how software teams operate.

Three things I took away from this conversation.

First, is that there are some things that AI doesn’t change. At the end of the day, you’ve still got to define the problem, define the approach, define the details. AI changes the tools, the artifacts, and the process, but it doesn’t change the basic facts of problem solving.

Second is AI is changing how software is made at three levels simultaneously: individuals, teams, and organizations. Individuals are trying out tools (e.g., Claude Code) and putting them into their workflow. Then there are some teams that are starting to adopt some of these tools en masse and reorganize their processes around them. Finally, there are organizations that are trying to figure out what all of this means for the “standard” way of working and shipping software.

To get this right, organizations need to be willing to change across 4 dimensions:

  • Tools - What are the tools that are available to us? What are their benefits and limitations?

  • Tactics - How do we coordinate with these tools to achieve a result? What are the artifacts that are created? What is the size and roles of people on the team?

  • Training - How do we build competence on these new tools and tactics? How do we give people space, opportunity, and resources to experiment?

  • Values - What does great work look like? What is important and celebrated?

Without all of these working together, organizations will fail to get value out of a transformative technology — and I have to be honest, now is a moment where I’d rather be at a small company experimenting with new ways of working than at a large company where I have to be concerned about how this works at scale.

You can find the whole episode here:

  • Spotify: https://open.spotify.com/episode/7nozDSwSk3fuAK4TQWxm5l?si=oA0qIwIJShqTCjMOLFFC0Q

  • Apple: https://podcasts.apple.com/us/podcast/81-i-spent-3-months-at-an-ai-native-startup-where/id1737704130?i=1000733726676

  • YouTube: https://youtu.be/GbOw8_JViPA

  • Substack: https://suprainsider.substack.com/p/81-i-spent-3-months-at-an-ai-native

Good tokens 2025-09-26

2025-09-25

This week’s episode is best paired with a hot cup of coffee and Wild Ways by Josh Ritter playing in the background. Last episode was too LLM heavy, for which I apologize. I’ve done my best to group all of that into LLM corner so as not to let it overshadow everything.

Worth your time

Uri says we should not allow 18 year olds to sign long term contracts. So, so many thoughts here. 1. I remember a conversation I had with my best friend when he was a brand new army officer out of college ROTC about all the 18 year old privates he worked with that had 19% car loans. 2. Jonathan Haidt opened my eyes to the way social media companies get teenagers to agree terms of service that they very obviously should not be able to agree to without their parents consent. I cannot believe we allow this! 3. Matt Levine’s Certificate of Dumb Investment continues to seem underrated to me.

It appears we have evidence for life on Mars.

PSA: How to fold fitted sheets, via the Browser. I sent this to my wife and she very nicely said to me something to the effect of “isn’t this the same way I taught you to do it?” 🤣

"any study of Internet culture is basically a study of crazy people”. Also: "Be careful who you pretend to be, because you are who you pretend to be.”

Dwarkesh’s advice for explaining your announcement / launches / blog posts for Twitter.

“When outsiders succeed, it’s usually through reframing problems in ‘paradigm shifts’. They benefit from not being too attached to existing theories.”From a thread on outsiders solving problems.

As someone who has bought 4 air purifiers purely based on Wirecutter recommendations, I feel betrayed.

It worked for me

Our parenting hack of the year so far is having cut vegetables ready at the table when our kids get home from school. The percentage of vegetables consumed is up like 10x and compliance to the routine of coming in, washing hands, and sitting down at the table has risen as well. Recommended and thanks to Emily Oster for the suggestion.

Things I learned

German chocolate cake was invented in United States, via the Kroger App. Someone needs to figure out why the Kroger app has so many delightful facts in it. This is someone’s passion project! I'll buy you a nice bottle of wine if you find this person and introduce them to me.

80% of Swiss are satisfied with their lives. I am not sponsored by the Swiss government, but I am open to it if they are reading.

The Pangolin is the only mammal with scales. Peacock is the name of the males only; the female are peahens. The species is called peafowl. Via The Animal Book.

Musings

Waymo big tech in our lives.

There’s no such thing a quality time with your kids. My mom said this to me over and over again as child. It’s quantity of time, not quality of time.

LLM corner

The rise of parasitic AI. This is the first moment where I’ve seriously contemplated the AIs taking over.

ChatGPT Is Blowing Up Marriages as Spouses Use AI to Attack Their Partners

“She does that to her family. She does that to her friends. She does that to me,” he lamented. “She doesn’t seem to be capable of creating her own social interactions anymore.” I worry a lot that the sycophancy of the agents have made me less flexible with people who (of course) are less likely to defer to me. I am not sure how to measure this, but I wish I could.

Sort of a musing, but I think we owe Blake Lemoine and apology.

How to Claude and Claude Code Camp. I want to be on Claude Code Camp.

The changing role of evals.

The Pope says we won’t find God in the AI.

If you are good at code review, you will be good at using AI agents. I wonder what it would look like to teach editing as a skill. Is there anyone that does this?

A promising approach to prompt injection attacks.

I can’t wait to experiment with Net Dollar.

Good tokens 2025-04-25

2025-04-25

Worth your time

New York State of Mind

I love Chris Ryan

Chris Ryan on The Press Box talking about the early blogosphere. Three things I loved about this:

  1. Chris’s natural creative energy
  2. What it was like for Chris when he didn’t know how his career would turn out
  3. Chris’s blog gave Free Darko its name 🤯

Things Brian Potter has learned

Number 30 was my favorite:

Whenever there’s a major bridge incident in the US we hear stories about the US’s crumbling infrastructure, but the worst bridges in the US are steadily getting fixed. Between 1992 and 2023, the number of US bridges in critical condition declined by more than 70%.

Read the whole list here.

AI bottlenecks

An exploration on where the value from AI will come from that also starts to articulate specific bottlenecks that (currently) AI faces in improving R&D work. Somewhat related to my reaction to Situational Awareness, I suspect that more of these bottlenecks exist than people think. Coding might be a unique application for LLMs: relatively closed loop, fast feedback, lower diversity of tasks.

Musings

Too online

From No Honor Among Mutuals:

Self-importance, contempt, and arrogance is rewarded online. Virtue rarely is. In this way, technology is inverting many of the incentives for developing character.

Bias hacking for progress?

“Once you put that first stake in, they’ll never make you pull it up.” — Robert Moses, from The Power Broker.

I’ve seen this same dynamic in all sorts of projects. Creating the impression that it is happening unlocks funding that is unavailable before it has begun. It occurs to me that this is a way of hacking peoples sunk cost bias to get things done.