Artificial Intelligence on Geopolitics & Economy https://geo.articuly.com/tags/artificial-intelligence/ Recent content in Artificial Intelligence on Geopolitics & Economy Hugo en-US Mon, 11 May 2026 00:00:00 +0000 Geopolitical Fault Lines and the Computing Power Bubble: A Structural Analysis of Capital Migration https://geo.articuly.com/posts/2026-03-26-geo-politics-ai-bubble/ Mon, 11 May 2026 00:00:00 +0000 https://geo.articuly.com/posts/2026-03-26-geo-politics-ai-bubble/ An in-depth analysis of the coupling phenomenon between the capital transmission chain—specifically the increase in entropy within the Middle East’s geopolitical order and the inflection point in AI valuations in the U.S. stock market. Countdown to the End of Knowledge: When Human Knowledge Is "Eaten Up," How Will AI Continue to Evolve? https://geo.articuly.com/posts/2026-04-18-ai-data-famine-evolution-crisis/ Sat, 18 Apr 2026 00:00:00 +0000 https://geo.articuly.com/posts/2026-04-18-ai-data-famine-evolution-crisis/ Large language models are facing an unprecedented data shortage crisis; high-quality text from the internet is expected to run out between 2027 and 2030, and AI-generated content is thoroughly contaminating training datasets, potentially causing humans to lose control over AI. Sutton, the Father of Reinforcement Learning: Large Language Models Are Not the Path to General Artificial Intelligence https://geo.articuly.com/posts/2025-10-20-richard-sutton-questions-large-language-models/ Mon, 20 Oct 2025 00:00:00 +0000 https://geo.articuly.com/posts/2025-10-20-richard-sutton-questions-large-language-models/ In an interview in September 2025, Richard Sutton, a pioneer in reinforcement learning and Turing Award laureate, publicly questioned the direction of large language model development, arguing that their inherent flaws prevent them from reaching the level of human intelligence; true intelligence, he contended, requires interaction with the real physical world and the construction of causal models of that world. The Potential Negative Impacts and Structural Challenges of the AI Revolution https://geo.articuly.com/posts/2025-06-12-potential-negative-impacts-of-ai/ Thu, 12 Jun 2025 00:00:00 +0000 https://geo.articuly.com/posts/2025-06-12-potential-negative-impacts-of-ai/ This article provides an in-depth analysis of the structural impact of the AI technological revolution on human society, refutes the simplistic application of historical lessons from the Industrial Revolution, points out that the core threat of AI lies in its ability to inherit rather than its ability to learn, and emphasizes the strategic necessity of the AI competition between China and the United States.