4/ The key insight of scaling laws was actually published earlier that year in Jan 2020 by OpenAI—"Scaling Laws for Neural Language Models" This paper and GPT-3 ultimately was the start of the current AI era of rapidly scaling language models—especially the compute + data needed
OpenAI’s 2020 Scaling Laws Paper: Foundation of Modern AI
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