Large-Scale Model on Geopolitics & Economy https://geo.articuly.com/tags/large-scale-model/ Recent content in Large-Scale Model on Geopolitics & Economy Hugo en-US Sat, 18 Apr 2026 00:00:00 +0000 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.