Pavel Sokolovsky

All posts

better doing · Sep 2024

Let them compete.

“Around 2005, Jobs faced a crucial decision. Should he give the task of developing the device’s software to the team that built the iPod, which wanted to build a Linux-based system? Or should he entrust the project to the engineers who had revitalized the software foundation of the Macintosh? … Rather than pick an approach right away, however, Jobs pitted the teams against each other in a bake-off.” ~ learn…

tech, startups, internet · Sep 2024

Lessons learned from studying 4,000+ YC companies.

“For the analysis, I used an LLM to embed the companies' value propositions in a vector space, ran a clustering algorithm on top of the embeddings, manually analyzed the results, and used ChatGPT to edit the draft. The conclusions are surprisingly elegant and powerful.” ~ learn more

tech, startups, internet · Sep 2024

A grand unified theory of the AI hype cycle.

“Each of these cycles has been larger and lasted longer than the last, and I want to be clear: each cycle has produced genuinely useful technology. … There is an initial burst of rapid improvement, followed by gradual improvement, followed by a plateau. Initial promises imply or even state outright “if we pour more {compute, RAM, training data, money} into this, we’ll get improvements forever!” The reality is always that…

fun facts · Sep 2024

Shipbreaking photographs.

“I looked upon the shipbreaking as the ultimate in recycling, in this case of the largest vessels ever made. It turned out that most of the dismantling was happening in India and Bangladesh so that's where I went.” ~ learn more

thoughts of food · Sep 2024

Defending Sweeetgreen’s steak.

“I just read a post where someone is throwing shade at sweetgreen for adding steak to their menu (of which I think was an awesome move by their part). The person posting is, of course, are a vegan advocate but either way, their position is that the mission of sweetgreen is now tainted because steak, in their words, "is not healthy and is bad for our food system." Then went…

retail therapy · Sep 2024

Will Foxtrot make a come-back?

At least one guy (me) hopes so. “Multiple Chicago landlords are considering deals with the new ownership group of Foxtrot, which several people familiar with the matter have said involves the brand’s founder Mike LaVitola.” ~ learn more

retail therapy · Sep 2024

The people lending money to your local pot dealer.

“A New York lawmaker called for the state to sever its relationship with a Chicago-based private equity firm helping to fund weed dispensaries run by people impacted by the war on drugs following a report from THE CITY revealing alarming details of the agreement.” ~ learn more

to your health · Sep 2024

CVS drugs go cost-plus.

“CVS’ new CostVantage model will work with a formula based on how much CVS paid for the drug, a set markup over those costs, and a fee for pharmacy services to fill the prescription, according to a news release. Some experts and publications have compared the change to the approach used by the Mark Cuban Cost Plus Drug Company.” ~ learn more