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30 November 2022Primary source · 2 sourcesWell documented

ChatGPT brings conversational AI to the mainstream

A free research preview reaches a million users in five days

On the timeline · around 30 November 2022 · Transformers and the Generative AI WaveTransformers and the Generative AI WaveRecognition and ReasoningChatGPT brings conversational AI to the mainstream202120222023

Quick facts

Institution
OpenAI
Base model
GPT-3.5, fine-tuned with RLHF
Adoption
1 million users in 5 days; ~100 million monthly users by Jan 2023

What happened

OpenAI released ChatGPT as a free research preview, describing it as a sibling model to GPT-3.5 fine-tuned specifically for dialogue using reinforcement learning from human feedback, in which human trainers ranked candidate responses to steer the model toward answers people preferred. Unlike the raw text-completion interface of earlier GPT models, ChatGPT's dialogue format let it answer follow-up questions, acknowledge and correct its own mistakes, challenge premises it judged incorrect, and decline requests it was trained to treat as inappropriate. According to OpenAI co-founder Sam Altman, ChatGPT reached one million users within five days of launch with essentially no marketing push, and analysts at UBS estimated it reached 100 million monthly users by January 2023, a pace of adoption faster than either TikTok or Instagram achieved in their early growth.

Why it matters

ChatGPT was the moment large language models moved from a research and developer audience into ordinary daily use, popularizing conversational prompting as the default way people interact with AI and triggering the broader wave of consumer generative AI products that followed.

How we know

OpenAI's original announcement describes the dialogue-format training method directly; contemporary reporting citing Sam Altman and UBS analyst estimates independently corroborates the unprecedented adoption speed.

Sources

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