We develop and test a theory of language model representations in which there exist atomic features. Our main theoretical insight is that in such a model, sparse dictionaries (e.g., SAEs) of increasin...

To design the future of social media, rethink the interface before the algorithm.

Cities are challenged to allocate educational resources efficiently and equitably. This study of the 2022–2023 New York City High School Match program finds that Black and Hispanic students undermatch...

Many New York City eighth-graders – particularly those from underserved communities – aren’t applying to academically competitive high schools where they could succeed, according to new Cornell resear...

While sparse autoencoders (SAEs) have generated significant excitement, a series of negative results have added to skepticism about their usefulness. Here, we establish a conceptual distinction that r...

While sparse autoencoders (SAEs) have generated significant excitement, a series of negative results have added to skepticism about their usefulness. Here, we establish a conceptual distinction that r...

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The mathematician Clark Kimberling estimates that he spends between two and five hours each day, seven days a week, maintaining his online encyclopedia of triangle centers.

About This workshop will focus on the practical realities of deploying algorithmic and economic systems from academic research, especially with government and non-profit partners. While economics and ...

Start from one word, choose a connected neighbor each turn, and try to reach the target before you run out of steps.