2025
Position: We Need An Algorithmic Understanding of Generative AI
ICML 2025spotlight
What algorithms do LLMs actually learn and use to solve problems? Studies addressing this question are sparse, as research priorities are focused on improving performance through scale, leaving a theoretical and empirical gap in understanding emergent algorithms. This position paper proposes AlgEval…