Pavel Sokolovsky

All posts

tech, startups, internet · Dec 2025

General Catalyst’s $1.5B AI roll-up machine.

“Marc Bhargava, Managing Director at General Catalyst and head of the firm’s Creation Strategy, breaks down one of the most significant shifts happening inside venture and private markets today: AI Roll-Ups. … These companies, built initially inside GC’s Creation Strategy, have already begun doubling EBITDA margins within 12 months, demonstrating what becomes possible when AI automation frees 20–30% of repetitive tasks and allows teams to handle significantly greater throughput.” ~…

tech, startups, internet · Dec 2025

Not a bubble pop, but a wildfire.

“Wildfires don’t just destroy; they’re essential to ecosystem health.” This metaphor shifts the conversation about AI from bubble burst to natural correction. Periods of hype create urgency but also eventual adaptation and growth, with entrenched giants likely emerging stronger. ~ learn more

fun facts · Dec 2025

The Chernoff face.

Invented by Herman Chernoff in 1973, Chernoff faces represent multivariate data through the features of a human face. “The individual parts, such as eyes, ears, mouth, and nose represent values of the variables by their shape, size, placement, and orientation.” ~ learn more

fun facts · Dec 2025

A list of US products not allowed in the EU.

“Theres a very long list of US products that cannot be sold in the EU thanks to EU regulations. … I thought it would be very much worth going through some of those products.” ~ learn more

fun facts · Dec 2025

EU’s source of tech revenue.

“EU makes more from fines on US tech, than tax from ALL of public European tech in 2024.” ~ learn more

fun facts · Dec 2025

Size of life.

“From the largest dinosaurs that roamed the Earth to the smallest insects, the ‘Size of Life’ visualization provides a fascinating perspective on the scale of various life forms across time and space.” ~ learn more

big ideas · Dec 2025

China’s new tax on condoms.

In a move to boost birth rates, China will impose a 13% VAT on contraceptive products, marking its first tax on such items in three decades. “Removing the VAT exemption is largely symbolic and unlikely to have much impact on the bigger picture,” according to demographer He Yafu. ~ learn more

big ideas · Dec 2025

Nuclear divide in Wyoming.

“There are people in the middle who are not being represented,” says Bar Nunn resident Lee-Ann Newquist. As debates heat up over nuclear waste storage in Wyoming, many residents find themselves uncertain about the future and frustrated by a lack of unbiased information. Radiant Industries, the company that was considering building a reactor-factory in Wyoming, has since backed out due to the cold reception by locals. ~ learn more

big ideas · Dec 2025

The nuclear waste problem no one is fixing.

This is a very informative presentation. You have to share your email with the creator to access it. “The U.S. invented nuclear power-yet today, it’s the nation with the largest volume of nuclear waste and the least progress toward a real solution. Meanwhile, a Nuclear Renaissance is gaining momentum-socially, politically, and commercially-while the back-end of the fuel cycle remains largely ignored. … Ultimately, we see this messy, underbuilt, and often-avoided…

teaching the kids · Dec 2025

Elite universities and disability claims.

At Stanford, 38% of students are claiming disabilities, primarily for mental health and learning challenges like ADHD and anxiety. This raises questions about whether these diagnoses are becoming identity markers rather than medical conditions. ~ learn more