Food Delivery Platform Engineer Whistleblower

A reddit user who claimed to be an engineer at a major food delivery platform talked about why he doesn’t enjoy working there. TL;DR: a lot of intransparency, fees and tips don’t got to driver, sludge, etc. Particularly, I find the following desperation score to be quite a bad idea: The “Desperation Score”… a hidden metric for drivers that tracks how desperate they are for cash based on their acceptance behavior." ...

January 3, 2026

How do you get more citations?

An interesting paper to read and understand how to get more citations: Nonuniversal power law scaling in the probability distribution of scientific citations Peterson, Pressé and Dill (2010) PNAS ABSTRACT: We develop a model for the distribution of scientific citations. The model involves a dual mechanism: in the direct mechanism, the author of a new paper finds an old paper A and cites it. In the indirect mechanism, the author of a new paper finds an old paper A only via the reference list of a newer intermediary paper B, which has previously cited A. By comparison to citation databases, we find that papers having few citations are cited mainly by the direct mechanism. Papers already having many citations (“classics”) are cited mainly by the indirect mechanism. The indirect mechanism gives a power-law tail. The“tipping point” at which a paper becomes a classic is about 25 citations for papers published in the Institute for Scientific Information (ISI) Web of Science database in 1981, 31 for Physical Review D papers published from 1975–1994, and 37 for all publications from a list of high h-index chemists assembled in 2007. The power-law exponent is not universal. Individuals who are highly cited have a systematically smaller exponent than individuals who are less cited. ...

January 1, 2026

On the Waterfront

On the Waterfront (1954) is an epic movie. Its soundtrack is composed by Leonard Bernstein and is nominated for an academy award (the movie won 8 in total). Source: Wikipedia. Impressive, right? Interestingly, the opening main motif of the soundtrack has a repeating theme (listen below) ♭B-♭A-B—F— Which sounds extremly like the Russian mournful folk song (start from 22s):

January 1, 2026

Happy new year 2026

Forward!

December 31, 2025

Hotelling’s model of spatial competition

My sister lives in north of atlanta. During Christmas holiday, our family drive into malls and malls through highway exits. Stability in Competition Harold Hotelling (1929) The Economic Journal | link In this paper, consumers are uniformly distributed along a line (a street, beach, political spectrum). Location is the only dimension of differentiation. There are two firms and each firm chooses a single location on the line. Entry and exit are ignored. Consumers buy from the firm that minimizes price + transportation cost. Every consumer buys from one of the firms; there is no opting out. Transportation cost increases linearly with distance. Either prices are exogenous or competition forces them to be identical, so location is the only strategic variable. ...

December 30, 2025

Do student learn in undergrads?

Here’s an interesting paper answering an interesting question where the answer can potential piss off a lot of people: Skill levels and gains in university STEM education in China, India, Russia and the United States Loyalka et al. 2021. Nature Human Behavior ABSTRACT Universities contribute to economic growth and national competitiveness by equipping students with higher-order thinking and academic skills. Despite large investments in university science, technology, engineering and mathematics (STEM) education, little is known about how the skills of STEM undergraduates compare across countries and by institutional selectivity. Here, we provide direct evidence on these issues by collecting and analysing longitudinal data on tens of thousands of computer science and electrical engineering students in China, India, Russia and the United States. We find stark differences in skill levels and gains among countries and by institutional selectivity. Compared with the United States, students in China, India and Russia do not gain critical thinking skills over four years. Furthermore, while students in India and Russia gain academic skills during the first two years, students in China do not. These gaps in skill levels and gains provide insights into the global competitiveness of STEM university students across nations and institutional types. ...

December 29, 2025

Muddle instead of Music

Shostakovich was popular and alright in USSR until 1936. Stalin attended several of Shostakovich’s opera and liked them, until Lady Macbeth. Stalin sat in the audience, cringed at loud parts of the score and laughed at sexual moments. Displeased, Stalin left after the end of the third act. A frightened Shostakovich was reportedly “white as a sheet” when he bowed for the audience. Two days later “Muddle Instead of Music” appeared on the third page of the 28 January issue of Pravda. ...

December 28, 2025

The Golden Age (Op. 22) Polka, by Shostakovich

Shostakovich has that weaponized ambiguity—layers of irony so dense that compliance sounds satrical, but the satire itself may also be satirized. You don’t know if you’ve heard compliance, mockery, or mockery of mockery. It’s both artistic strategy and shield. Leaving only one certainty: the music’s brilliance makes the question of intent unquestionable. One piece that showcase this is the Ballet The Golden Age (Op. 22). It premiered on 26 October 1930 at the then Kirov [who was a Soviet Politician] (now Mariinsky) Theatre. ...

December 27, 2025

Ride-Hailing Pricing Based on Battery Level?

It is economically more efficient if Uber/DiDi can do dynamic pricing contingent on user’s phone battery level. Because this is a finer granular of price discrimination and given Uber’s large market share, it’s going to charge consumer more but the market as a whole will benefit. But no one guarantees that the surplus goes to the drivers, given Uber’s dominant network effect, the extra surplus from better price discrimination is likely going to the platform. ...

December 26, 2025

Do Prodigies Becomes the Bests?

Recent review article on Science: Recent discoveries on the acquisition of the highest levels of human performance A Güllich, M Barth, DZ Hambrick, BN Macnamara | Science, 2025 https://www.science.org/doi/10.1126/science.adt7790 Editor’s summary …Güllich et al. looked at published research in science, music, chess, and sports and found two patterns: Exceptional young performers reached their peak quickly but narrowly mastered only one interest (e.g., one sport). By contrast, exceptional adults reached peak performance gradually with broader, multidisciplinary practice. However, elite programs are designed to nurture younger talent. —Ekeoma Uzogara ...

December 25, 2025