思维链(Chain of Thought)
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计算机行业DeepSeek:智能时代的全面到来和人机协作的新常态
Zhejiang University· 2025-03-13 03:04
Investment Rating - The report does not explicitly state an investment rating for the industry Core Insights - The report discusses the evolution of intelligence and the new normal of human-machine collaboration, emphasizing the transformative impact of AI on various sectors [1][55] - It highlights the significant advancements in AI models, particularly the transition from GPT-3 to DeepSeek-V3, showcasing improvements in training data volume and model architecture [4][6] - The report notes the rapid growth of AI tools and applications, indicating a shift towards more integrated and efficient AI solutions across industries [71][74] Summary by Sections 1. Evolution of Intelligence - The evolution of AI is marked by increasing data volumes and model complexities, with DeepSeek-V3 utilizing 14.8 trillion tokens compared to GPT-3's 300 billion tokens [6] - The report outlines the historical context of AI development, linking it to broader industrial revolutions and technological advancements [64][66] 2. Human-Machine Collaboration - The report emphasizes the importance of human-machine collaboration, suggesting that AI will augment human capabilities rather than replace them [55][57] - It discusses the potential for new job creation alongside job displacement, highlighting the need for skill enhancement in the workforce [57][58] 3. Industry Status - The report provides an overview of the current state of AI applications in various sectors, including consumer and enterprise-level integrations [74] - It notes the deployment of advanced AI models in critical areas such as energy, healthcare, and governance, showcasing their practical benefits [74] 4. Educational Growth - The report stresses the need for educational initiatives to prepare the workforce for the AI-driven future, focusing on skill development and adaptability [57][58] - It suggests that AI can lead to improved work-life balance, potentially enabling shorter workweeks as productivity increases [57][58]