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高毅“研选”书单2025:当AI革命撞上世界变局|高毅读书会
高毅资产管理· 2025-04-22 03:00
Core Insights - The article emphasizes the transformative impact of artificial intelligence (AI) on society and the importance of continuous learning and reading to adapt to rapid technological changes [1] Group 1: Recommended Books on AI - "The Chip that Built the AI Revolution" by Stephen Witt is recommended for its insights into the evolution of GPUs and the integration of software and hardware in driving the AI revolution [2] - "Introduction to Functional Analysis and Applications" by Irving Kreyszig is highlighted for its mathematical foundations behind neural networks, emphasizing that AI is based on measurable operators in Hilbert spaces [4] - "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville is considered a foundational textbook in deep learning, providing a comprehensive understanding of various technologies and research directions in AI [6] - "Machine Learning for Humans" by Vishal Mani and Samir Sabri is recommended as an accessible introduction to machine learning, suitable for beginners to establish foundational concepts [8] - "Artificial Intelligence Index Report 2025" authored by a Stanford professor reviews the progress of the AI industry in 2024, making it suitable for researchers and practitioners [10] - "The Cathedral and the Bazaar" by Eric S. Raymond discusses the principles of open-source ecosystems, relevant in the context of the growing confidence in large model open-source initiatives [12] Group 2: Video Resources on AI - Stanford AI authority professors provide accessible explanations of AI theoretical foundations, frameworks, and practical case studies [14] - Andrew Ng's courses are noted for their clarity and relevance, making complex AI and machine learning concepts understandable for a broader audience [15] - "Learning AI with Li Mu" focuses on core literature in the field, suitable for those looking to deepen their understanding of AI research [15] Group 3: Broader Economic and Historical Context - "The Economy of the Pursued" by Gu Zhaoming categorizes industrialization into three stages and offers policy suggestions for economies striving to maintain a lead [16] - "The Paradox of American Prosperity and Poverty" by Monica Prasad analyzes the institutional reasons behind social stratification in the U.S. [18] - "Economic Interdependence and War" by Dale Copeland systematically analyzes the economic causes behind major modern conflicts [20] - "Confucian-Legalist State: A New Perspective on Chinese History" by Zhao Dingxin emphasizes the importance of understanding Chinese history for contemporary governance [22] - "The Unmissable Chinese History" by Bohai Xiaoli uses war as a lens to explore historical narratives [24] - "The Unchanging Human Nature and Wealth Mindset" by Morgan Housel discusses how to navigate an unpredictable future through understanding life’s realities [26] - "The King of坪效" by Joe Coulomb and Patty Chivalier shares insights on the growth and positioning of Trader Joe's supermarket, revealing essential retail and business principles [29]