Research

Through extensive experimentation across diverse puzzles, we show that frontier LRMs face a complete accuracy collapse beyond certain complexities. Moreover, they exhibit a counter-intuitive scaling limit: their reasoning effort increases with problem complexity up to a point, then declines despite having an adequate token budget. By comparing LRMs

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To guard against these issues while reaping the potential benefits of image generators, we provide recommendations such as regulation that forces organizations to disclose their training data, and tools that help artists prevent using their content as training data without their consent.

Hermeneutic labor is the burdensome activity of: understanding and coherently expressing one's own feelings, desires, intentions, and motivations; discerning those of others; and inventing solutions for relational issues arising from interpersonal tensions. I argue that hermeneutic labor disproportionately falls on women's shoulders in... See more

The most frequent complaint I hear about streaming services is that they don’t pay artists fairly. Michael Pelczynski, the former Vice President of Strategy at SoundCloud, took that complaint personally. Over his five years with the streaming service, he helped conceive and implement a novel payment scheme that received much praise.

In an hour-long... See more

The music industry is deceiving you. They aren’t doing it on purpose, though. Statistics are just deceptive. And I’m not talking about any fancy statistical techniques. I’m talking about simple things, like means and medians. I’ll illustrate how with Spotify’s album charts.

The simplest way a music streaming service calculates the top album on their... See more

One of the reasons we haven’t heard much about Pejačević until recently is because of her untimely death at the age of thirty-eight, just a month after giving birth to her only child. Given medical provision in the 1920s, it was always a risk for a woman to be pregnant in her late thirties. Perhaps with this in mind, Pejačević wrote a poignant... See more