Pavel Sokolovsky

All posts

tech, startups, internet · Jul 2025

The power of great brand.

An interview with Preston Rutherford, cofounder of Chubbies last decade and a brand marketing tech platform this decade. “Preston also unpacks how metrics and feedback loops can help measure the success of brand-building efforts and shares insights on how Chubbies consistently creates shareable content. “ ~ learn more

tech, startups, internet · Jul 2025

You should probably pay attention to tokenizers.

This gets somewhat technical — in a good way, of course. “Tokenization is the process during which a piece of text is broken down into smaller pieces, tokens, by a tokenizer. These tokens are then assigned integer values (a.k.a. token IDs) which uniquely identify the tokens within the tokenizer vocabulary.” ~ learn more

fun facts · Jul 2025

Oldest known mechanical clock.

“Here's a brief tour of the oldest known mechanical clock, which is at the Salisbury Cathedral in the UK. It's both simple and elegant, considering what tools and technology were available in 1386!” ~ learn more

fun facts · Jul 2025

Vegetative electron microscopy.

“This phrase, which sounds technical but is actually nonsense, has become a "digital fossil" – an error preserved and reinforced in artificial intelligence (AI) systems that is nearly impossible to remove from our knowledge repositories.” ~ learn more

big ideas · Jul 2025

Investors pile into rocks to absorb carbon emissions.

“Tech companies, banks and shipping groups are investing in a method of carbon dioxide removal that promises to speed up the chemical reaction between absorbent rocks and rainfall. The natural geological process is accelerated by spreading crushed silicate rock onto farm land to increase the surface area of the rock and its contact with CO₂, its promoters say. The alkaline materials can also be added to the ocean floor.” ~…

big ideas · Jul 2025

First electric aircraft lands at JFK.

“Beta Technologies became the first U.S. company to land an all-electric aircraft carrying passengers at New York’s John F. Kennedy Airport June 3, 2025.” ~ learn more

big ideas · Jul 2025

One step closer to green hydrogen.

“The Korea Institute of Machinery and Materials (KIMM) … has developed a technology that stably generates high photocurrent under natural sunlight to efficiently produce hydrogen.” More energy is better! ~ learn more

under the microscope · Jul 2025

Robin: a multi-agent system for automating scientific discovery.

For much of history we’ve put computers to work. Now computers put humans (lab techs, specifically) to work. “As the first AI system to autonomously discover and validate a novel therapeutic candidate within an iterative lab-in-the-loop framework, Robin establishes a new paradigm for AI-driven scientific discovery.” ~ learn more

retail therapy · Jul 2025

Hexagonal water.

In a woo-woo type shop on the east coast I saw a little card promoting ‘structured water’ (same thing, different name) that they make on site with lots of ‘possible benefits.’ Now, Wikipedia labels it a “marketing scam” and that’s most likely the case. But we can dream, can’t we?! ~ learn more