But an ecosystem around text-based generative AI had evolved well before The Atlantic revealed the contents of key datasets. Large language models (LLMs) have been in development since 2017, and OpenAI’s GPT-3, the model that introduced generative AI to the mainstream, hit the world back in 2020.
In its earliest decades, the United States was celebrated for its citizens’ extroversion. Americans weren’t just setting out to build new churches and new cities. Their associations were, as Alexis de Tocqueville wrote, “of a thousand different types … religious, moral, serious, futile, very general and very limited, immensely large and very minute.”