Acknowledgements

This data and analysis was collected by Ben Cottier, Yafah Edelman, Rohan Parekh, and others. We would also like to acknowledge the help of Epoch AI’s employees and collaborators, including Maria de la Lama, Caroline Falkman Olsson, Aidan Hendrickson, Edu Infante Roldan, Christina Krawec, Jeremy Self, Josh You, and Isabel Juniewicz.

We would also like to thank the following people for their feedback and suggestions on our research: Joanna Lee, Anish Tondwalkar and others.