Paper-Conference

Quantifying the Effect of Test Set Contamination on Generative Evaluations

R. Schaeffer, J. Kazdan, B. Abbasi, K. Z. Liu, B. Miranda, A. Ahmed, F. Barez, Et Al.

The Capability Frontier: Benchmarks Miss 82% of Model Performance

B. Fowler, R. Smith, D. T. Graviet, W. Myers, J. Greaves, N. F. Oozeer, A. García, Et Al.

Best-of-N Jailbreaking

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

Context Matters: Analyzing the Generalizability of Linear Probing and Steering Across Diverse Scenarios

I. Agarwal, S. Navani, F. Barez

Emerging Risks from Embodied AI Require Urgent Policy Action

J. Perlo, A. Robey, F. Barez, J. Mökander

Establishing Best Practices for Building Rigorous Agentic Benchmarks

Y. Zhu, T. Jin, Y. Pruksachatkun, A. Zhang, S. Liu, S. Cui, S. Kapoor, F. Barez, Et Al.

Full-Stack Alignment: Co-Aligning AI and Institutions with Thicker Models of Value

R. Lowe, J. Edelman, T. Zhi-Xuan, O. Klingefjord, E. Hain, V. Wang, A. Sarkar, F. Barez, Et Al.

Beyond Linear Steering: Unified Multi-Attribute Control for Language Models

N. Oozeer, L. Marks, F. Barez, A. Abdullah

Precise In-Parameter Concept Erasure in Large Language Models

Y. Gur-Arieh, C. Suslik, Y. Hong, F. Barez, M. Geva

Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness

T. Fu, F. Barez