• Exploration Hacking: LLMs Can Learn to Resist RL Training. E. Jang, D. Falck, J. Braun, N. M. Kirch, A. Menon, P. Moodley, S. Emmons, R. S. Zimmermann, D. Lindner. Submitted to ICML 2026 (Main Conference).

  • Inherited Goal Drift: Contextual Pressure Can Undermine Agentic Goals. A. Menon, M. Saebo, S. Gibson, T. Crosse, E. Jang, D. Cruz. Accepted to ICLR 2026 Lifelong Agents and Agents in the Wild Workshops.

  • Asymmetric Goal Drift in Coding Agents Under Value Conflict. M. Saebo, S. Gibson, T. Crosse, A. Menon, E. Jang, D. Cruz. Accepted to ICLR 2026 Lifelong Agents and Agents in the Wild Workshops.

  • Continual Learning in LLM Agents: Capabilities, Risks, and Research Directions. R. Subramani, R. Arike, O. Terry, A. Menon, Z. Jin, S. Herd. Submitted to TAIS 2026 Workshop.