Core Viewpoint - The CVM Video Generation Consistency Challenge aims to address the critical issue of consistency in AI video generation, facilitating the transition from fragmented generation to coherent logical world construction [3][4]. Group 1: Challenge Overview - The challenge is organized by multiple prestigious universities, including Peking University, Oxford University, and the National University of Singapore, and will be showcased during AAAI 2026 [1][6]. - The primary goal is to establish an authoritative and standardized evaluation system in the field of video generation, moving from mere technical demonstrations to reliable and usable AI-generated content [6]. Group 2: Key Issues in Video Generation - Current video generation models face significant challenges, including logical breaks, temporal and spatial inconsistencies, and abrupt changes in character appearance, stemming from insufficient mastery of world knowledge consistency, shot consistency, and identity ID consistency [5][4]. Group 3: Competition Structure - The competition features two main tracks: the Consistency Track for algorithm researchers and the Creativity Track open to all creators [10][12]. - The Consistency Track focuses on three dimensions of consistency: world knowledge consistency, shot consistency, and element ID consistency [12]. - The Creativity Track allows participants to use various tools without restrictions on model, theme, or duration, with video submissions evaluated based on social media engagement [13]. Group 4: Prizes and Participation - The main track offers a grand prize of 200,000 RMB for the champion, while the creativity track has a 10,000 RMB prize for the winner [10][13]. - Participants must submit videos for the preliminary round and model weights and code for the finals, with additional points awarded for successful reproduction on Huawei's Ascend platform [13]. Group 5: Timeline and Registration - Registration deadline is November 15, 2025, with the preliminary round on December 25, 2025, and finals on January 12, 2026 [14].