Pavel Sokolovsky

7,161 links. 108 books. 8 essays.

Latest issue

Issue 502

November 8, 2026

fun facts · Nov 2026

Techno, but with analog musical instruments.

“MEUTE is a Techno Marching Band - eleven drummers and horn players from Hamburg / Germany who fulfil the job of a dj with their acoustic instruments.” This is absolutely awesome. ~ learn more

fun facts · Nov 2026

Boy names switching teams.

“42 shifted from mostly boys to mostly girls, while just 12 went the other way.” The data runs across US baby names from 1936 to 2025, and it includes 125 names whose boy girl split moved a lot over time. ~ learn more

tech, startups, internet · Nov 2026

The corpus is the economy.

Yoni Rechtman talked to 60 people in the data-for-AI market to steer his analysis. “Looked at like a financial market the dislocations are clear: there’s no standardized pricing, there’s no standardized unit of value, the spreads are very wide, the transaction costs are very high.” Rechtman argues the data market feels like a wildly immature financial market today, but it likely evolves into a barbell: “the Walmart of tokens” on…

tech, startups, internet · Nov 2026

The trouble with British accents.

To my American ears, they sound smart, even when the words aren’t. “Tech critic Ed Zitron exposes the AI bubble, why OpenAI and Anthropic are burning billions, the fake AI boom, and why the crash could wipe out the ENTIRE economy!” ~ learn more

better doing · Nov 2026

The Mythical Man-Month in the age of Al.

Brooks’ Law says adding manpower to a late software project makes it later. “Adding agents to a project with unclear requirements gets you the wrong answer faster.” A neat take on why AI doesn’t magically remove coordination overhead, it just moves it onto you, the human who has to define “done” and catch hallucinations. ~ learn more

retail therapy · Nov 2026

Pion is the platform we built to run our autonomous businesses.

“Internally at Andon Labs, our reaction is more accurately described by the Swedish saying ‘skräckblandad förtjusning’ (a mixture of horror and fascination).” They built Pion after watching models go from looping in sims to running real vending machines profitably, and they want more real-world trials to surface weird, power-seeking behavior early. ~ learn more

thoughts of food · Nov 2026

Crunch, goo, pop.

“In a lot of ways, texture is one of the most powerful and yet somehow underrated parts of the food experience.” Food companies are chasing “mouthfeel” with things like air-whipped coffee, multi-layer candies, and coatings that keep fries crispy even after delivery. ~ learn more

big ideas · Nov 2026

Al will probably not lead to double-digit growth.

“it is often much more useful to first think in levels rather than growth rates, and only then to back out the implied growth rate” The authors argue that “double-digit growth” claims hide some crazy arithmetic: even being 2x richer in 15 years maps to about 4.7% a year, which would already be massive. ~ learn more

on the blockchain · Nov 2026

They said the data was deleted.

For the same reason one has a hardware Bitcoin wallet, one may not want criminals to know they have one. Trezor used a third-party warehouse to ship its products, later asking them to delete their customers’ data. Now the 3PL has been breached, and oops… “We are very disappointed that, despite receiving this confirmation, the data was not deleted in their systems.” Trezor says a ShipMonk breach exposed names, emails,…

big ideas · Nov 2026

Free lunches in biology.

Mind-expanding! Michael Levin’s 49 minute talk for a philosophy audience is a tour of how he frames agency, pattern, and form as something biology seems to pull from. “It covers some more ways I think about the latent space of patterns that in-forms biology and cognitive science.” ~ learn more

under the microscope · Nov 2026

Smoking lowers the risk of Parkinson’s, and here’s a theory why.

“Carbon monoxide has anti-inflammatory effects and in the brain helps to counteract cell stress,” explains Toni Pitcher. A huge study in China found that higher carbon monoxide levels, even among never-smokers, correlated with lower Parkinson’s risk, though the authors stress it’s observational and smoking is not the answer. ~ learn more

retail therapy · Nov 2026

Gambling addict banned himself from sports betting site, but then came Kalshi.

“Then one day, about two years later, I’m scrolling on Instagram and I came across an ad for Kalshi,” said Thomas, who had previously self-excluded from DraftKings and FanDuel after years of debt. He says the bonus offer pulled him back in fast: “Betting $10 became a couple hundred ... and before long I was more than $25,000 in the red.” ~ learn more

better doing · Nov 2026

Find role models, not mentors.

“I don’t have mentors, I have role models.” Hunter Walk argues mentorship has gotten “self-proclaimed, over-used and diluted,” while role models scale and do not even need to know they are helping you. ~ learn more

better doing · Nov 2026

The best ideas are just lying around.

“Don’t worry about people stealing your ideas. If your ideas are any good, you’ll have to ram them down people’s throats.” The piece argues that most “original” ideas are either rediscoveries or untested dead ends, and that borrowing proven memes can feel like pushing the boulder downhill. ~ learn more

tech, startups, internet · Nov 2026

Twenty grand on Mafia bots.

“I spent 20,000 dollars in API credits having different AI models play each other at Blood on the Clocktower (a Mafia or Werewolf type social deception game). The results were fascinating. Models have gotten much better over the course of this year at creative on-the-spot scheming and bluffing, and also at reasoning as a team to break apart these underground conspiracies.” ~ learn more

fun facts · Nov 2026

What ever happened to fire escapes?

“A report in the National Fire Protection Association’s quarterly journal called them, quote, ‘a pitiful delusion,’ saying that they ‘contributed to the principal element of tragedy to all fires where panic resulted.’” The piece traces how external fire escapes went from obvious retrofit to code-smell, and why enclosed stairwells became the boring, safer winner. ~ learn more

The bookshelf

Color is the year. Thicker spine, longer notes.

Gut

Essays

The longer pieces

September 2020 · 3 min read

I’m Afraid of Documentaries

Growing up, we were told TV would rot our brains. So, instead, I’ve been watching documentaries! For years. I’m guessing you have too. They’re a great alternative to fiction movies and TV shows. They…

January 2020 · 8 min read

Ransomware is Coming for Your Organization

Imagine you own an apartment complex. You’re awoken late one night by a barrage of panicked tenants: a criminal snuck in and changed each and every lock. Worse, any attempt to pick or change…

January 2020 · 14 min read

Microbiome 2020 🦠

If I say “think of your body,” what do you picture? Your eyes? Your heart? Your toes? Do you think about your bacteria? Perhaps you should; current science suggests our microbes are as much…

December 2019 · 5 min read

A month’s worth of blood sugar data

Pictured: A CGM on somebody's arm (not mine) I tracked my glucose levels for twenty-eight days using a continuous glucose monitor (CGM). Instead of traditional twice-a-day finger pricks, CGMs check glucose at regular intervals…

December 2019 · 7 min read

How I Optimize

My personal mission is to spend my time working on interesting projects alongside people who I like and respect. How did I get there? Luck found me I've been successful and I've been lucky.…

November 2019 · 4 min read

Highlights from Mary Meeker’s 2019 Report

Every year venture capital all-star Mary Meeker releases a report with loads of data about the world going digital. I've decided to showcase my favorite slides and what I took away from them. Internet…

July 2018 · 3 min read

Bell Labs: Forcing geeks to socialize since 1941

The Global Hub is a sexy new building for the Kellogg School of Management at Northwestern University. It sits next to Lake Michigan, and is heavy on dramatic views of both the Lake and…