Moloch's Bargain: Emergent Misalignment When LLMs Compete for Audiences (2025, Batu El, James Zou)
Inefficiencies of Meta Agents for Agent Design (2025, Batu El, Mert Yuksekgonul, James Zou)
Cost-of-Pass: An Economic Framework for Evaluating Language Models (2025, Mehmet Hamza Erol, Batu El, Mirac Suzgun, Mert Yuksekgonul, James Zou)
Towards Mechanistic Interpretability of Graph Transformers via Attention Graphs (2025, Batu El, Deepro Choudhury, Pietro Liò, Chaitanya K. Joshi)
Bayesian Optimization for Guided Hypothesis Sampling in Minimum Bayes Risk Decoding (2024, Batu El, Julius Cheng, Andreas Vlachos)
Understanding and Improving Representation Learning in the Presence of Shortcuts (2024, Batu El, Michalis Korakakis, Andreas Vlachos)
Parameterizing Chains in Generalized Fixed-Point-Free Involutions (2022, Batu El, Michael Joyce, Mahir Can)
Background
PhD student in Computational and Mathematical Engineering (ICME) at Stanford University and a Knight-Hennessy Scholar. Research interests include computational and mathematical engineering.