AI has alternated between research and scaling from the beginning: 1950s: Research (early days) 1960s: Scaling (search) 1970s: Research (knowledge representation) 1980s: Scaling (expert systems, Cyc) 1990s: Research (machine learning) 2000s: Scaling (data mining) 2010s: Research (deep learning) 2020s: Scaling (LLMs) 2030s: Research (TBD)
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