Paper-Conference

AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation

C. Li, P. Lu, X. Pan, F. Barez, M. Yang

Interpretability Can Be Actionable

H. Orgad, F. Barez, T. Haklay, I. Lee, M. Mosbach, A. Reusch, N. Saphra, Et Al.

Old Habits Die Hard: How Conversational History Geometrically Traps LLMs

A. Simhi, F. Barez, M. Tutek, Y. Belinkov, S. B. Cohen

Position: Don't Just "Fix it in Post": A Science of AI Must Study Training Dynamics

S. Biderman, M. A. Khan, N. Mireshghallah, C. Arnett, F. Barez, N. Saphra

Position: There Are Futures That Benchmark-Driven AI Cannot See

S. Lotfi, A. Iranmanesh, L. Naghashyar, A. Shirali, F. Nateghi Haredasht, S. Koyejo, P. Torr, Y. S. Lee, F. Barez, J. Lehman, P. Norvig, A. Narayanan

Position: Token Taxes Can Mitigate AI's Economic Risks

L. Irwin, T.-Y. Wu, F. Barez

Query Circuits: Explaining How Language Models Answer User Prompts

T.-Y. Wu, F. Barez

Beyond Linear Probes: Dynamic Safety Monitoring for Language Models

J. Oldfield, P. Torr, I. Patras, A. Bibi, F. Barez

Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer

S. Schrodi, E. Kempf, F. Barez, T. Brox

Best-of-N Jailbreaking

J. Hughes, S. Price, A. Lynch, R. Schaeffer, F. Barez, S. Koyejo, H. Sleight, E. Jones, E. Perez