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【招银研究|行业深度】AI应用之传媒——从PGC、UGC到AIGC ,内容产业如何变革?
招商银行研究· 2025-07-24 09:10
Core Insights - The release of OpenAI's Sora in February 2024 marks a significant breakthrough in the AIGC video generation field, pushing the media content production into a new era [3][4] - AIGC video generation is transitioning content production from a "labor-intensive model" to an "AI-assisted/dominated" approach, significantly reducing production costs and time [2][3] - The DiT architecture has emerged as the mainstream framework for AIGC video generation, combining diffusion models with transformers to enhance video quality and generation capabilities [1][19] Group 1: AIGC Video Generation Landscape - Major global applications in AIGC video generation are led by top companies and AI startups, with notable examples including OpenAI's Sora and domestic players like Kuaishou and Alibaba [5][8] - The current AIGC video applications are still in the early stages of development, with varying performance levels and a need for optimization in generating high-quality content [9][28] - The market for AIGC video generation is expected to grow rapidly, with a clear commercial path from C-end social experiences to B-end news and advertising applications [15][31] Group 2: Technical Advancements and Challenges - The DiT architecture demonstrates good scalability and compositional quality but requires improvements in complex motion and physical simulation [17][21] - AIGC video models are designed to capture the temporal continuity of videos, with ongoing efforts to enhance understanding and simulation of the physical world [21][22] - Current AIGC video applications face challenges in generating realistic movements and maintaining physical accuracy, particularly in dynamic scenes [9][28] Group 3: Industry Transformation and Future Outlook - AIGC is expected to reshape the media industry by reducing the reliance on human labor and transforming the value chain from production capabilities to creative IP operations [31][48] - The integration of AIGC technology into content production is anticipated to lead to a significant reduction in production costs, with the potential for content production costs to approach zero [3][15] - The AIGC video generation market is projected to be one of the fastest commercialized fields, with a global media market size estimated at $300-400 billion [15][31]