9 citations · 16 across the 5 of their papers we have counts for
5 papers
GATE: An Integrated Assessment Model for AI Automation
Ege Erdil, Andrei Potlogea, Tamay Besiroglu +6
Assessing the economic impacts of artificial intelligence requires integrating insights from both computer science and economics. We present the Growth and AI Transition Endogenous…
FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
Elliot Glazer, Ege Erdil, Tamay Besiroglu +21
We introduce FrontierMath, a benchmark of hundreds of original, exceptionally challenging mathematics problems crafted and vetted by expert mathematicians. The questions cover most…
An Empirical Study of Scaling Laws for Transfer
Matthew Barnett
We present a limited empirical study of scaling laws for transfer learning in transformer models. More specifically, we examine a scaling law that incorporates a "transfer gap" ter…
Chinchilla Scaling: A replication attempt
Tamay Besiroglu, Ege Erdil, Matthew Barnett +1
Hoffmann et al. (2022) propose three methods for estimating a compute-optimal scaling law. We attempt to replicate their third estimation procedure, which involves fitting a parame…
Popescu-Rohrlich Boxes in Quantum Measure Theory
Matthew Barnett, Fay Dowker, David Rideout
Two results are proved at the quantal level in Sorkin's hierarchy of measure theories. One is a strengthening of an existing bound on the correlations in the EPR-Bohm setup under t…