STARC: A General Framework For Quantifying Differences Between Reward Functions. - Joar Max Viktor Skalse; Lucy Farnik; Sumeet Ramesh Motwani; Erik Jenner; Adam Gleave; Alessandro Abate (ICLR, 2024)

Unelicitable Backdoors via Cryptographic Transformer Circuits. - Andis Draguns; Andrew Gritsevskiy; Sumeet Ramesh Motwani; Christian Schröder de Witt (NeurIPS, 2024)

Secret Collusion among AI Agents: Multi-Agent Deception via Steganography. - Sumeet Ramesh Motwani; Mikhail Baranchuk; Martin Strohmeier; Vijay Bolina; Philip Torr 001; Lewis Hammond; Christian Schröder de Witt (NeurIPS, 2024)

Secret Collusion Among Generative AI Agents. - Sumeet Ramesh Motwani; Mikhail Baranchuk; Martin Strohmeier; Vijay Bolina; Philip H. S. Torr; Lewis Hammond; Christian Schröder de Witt (CoRR, 2024)

Unelicitable Backdoors in Language Models via Cryptographic Transformer Circuits. - Andis Draguns; Andrew Gritsevskiy; Sumeet Ramesh Motwani; Charlie Rogers-Smith; Jeffrey Ladish; Christian Schröder de Witt (CoRR, 2024)

MALT: Improving Reasoning with Multi-Agent LLM Training. - Sumeet Ramesh Motwani; Chandler Smith; Rocktim Jyoti Das; Markian Rybchuk; Philip H. S. Torr; Ivan Laptev; Fabio Pizzati; Ronald Clark; Christian Schröder de Witt (CoRR, 2024)

Foundational Challenges in Assuring Alignment and Safety of Large Language Models. - Usman Anwar; Abulhair Saparov; Javier Rando; Daniel Paleka; Miles Turpin; Peter Hase; Ekdeep Singh Lubana; Erik Jenner; Stephen Casper; Oliver Sourbut; Benjamin L. Edelman; Zhaowei Zhang; et al. (Trans. Mach. Learn. Res., 2024)