Transcendence: Generative Models Can Outperform The Experts That Train Them. - Edwin Zhang; Vincent Zhu; Naomi Saphra; Anat Kleiman; Benjamin L. Edelman; Milind Tambe; Sham M. Kakade; Eran Malach (NeurIPS, 2024)

Large Legislative Models: Towards Efficient AI Policymaking in Economic Simulations. - Henry Gasztowtt; Benjamin Smith; Vincent Zhu; Qinxun Bai; Edwin Zhang (CoRR, 2024)

Proof Flow: Preliminary Study on Generative Flow Network Language Model Tuning for Formal Reasoning. - Matthew Ho; Vincent Zhu; Xiaoyin Chen; Moksh Jain; Nikolay Malkin; Edwin Zhang (CoRR, 2024)

Creating a Cooperative AI Policymaking Platform through Open Source Collaboration. - Aiden Lewington; Alekhya Vittalam; Anshumaan Singh; Anuja Uppuluri; Arjun Ashok; Ashrith Mandayam Athmaram; Austin Milt; Benjamin Smith; Charlie Weinberger; Chatanya Sarin; Christoph Bergmeir; Cliff Chang; et al. (CoRR, 2024)