According to Fei-Fei Li, submission instructions and evaluation details for the NeurIPS challenge are available on the official challenge website, with the submission deadline on Nov. 15, winners announced on Dec. 1, and the challenge held Dec. 6–7 in San Diego, CA. Source: Fei-Fei Li on X, Sep 2, 2025. These fixed milestones define the competition timeline and provide clear event markers for traders tracking AI research catalysts across AI-related equities and crypto segments. Source: Fei-Fei Li on X, Sep 2, 2025.