2026
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
ICLR 2026poster
With the rapid progress of large language models (LLMs) trained on every available piece of data, it becomes increasingly challenging to reliably evaluate their intelligence due to potential data contamination and benchmark overfitting. To overcome these challenges, we investigate a new angle of ben…