Former OpenAI staffer recalls 2019: GPT-2 made scaling's promise obvious

soniajoseph_ · x · 2026-10-03

Researcher Sonia Joseph congratulates Chelsea Voss and shares her recollection of joining OpenAI in 2019, when the world only knew GPT-2: a transformer producing surprisingly coherent but factually shaky, dreamlike text. Having tinkered with Markov chains and Karpathy's 2015 char-rnn in college, Voss saw immediately that scaling GPT-2 up would be revolutionary.

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