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--- title: "SU-CS229 SEP222025" source: https://www.jemoka.com/posts/kbhsu_cs229_sep222025/ date: 2025-09-22 --- Logistics Driving Forces Behind AI Three key players Computation cloud compute GPUs Data Web data is a powerful source to get more general intelligence. Algorithms Old school algorithms, but then with enough data scales. Key Trends in AI moving away from symbolics: don’t code, learn moving away from small networks: deep learning LLMs popularizing machine learning more ethical AI Scale Emergence Capabilities in LMs emerge after certain scale: i.e. there’s a sudden improvement in performance after a while.