Architect
Feb 18, 2023 · Artificial Intelligence
Paradigm Shifts in Large Language Models: From Pre‑training to AGI and Future Research Directions
The article reviews the evolution of large language models, highlighting two major paradigm shifts after GPT‑3, the role of scaling laws, knowledge acquisition, prompting techniques, reasoning abilities, and outlines future research priorities for building more capable and efficient AI systems.
AI reasoningIn-Context LearningModel Scaling
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