gpt2-initially-withheld-released-november-2019

IN premisesummaries/2026/08/24/wiki-Generative_pre-trained_transformer-chunk-2-chunk-1.md

Created 2026-08-24T17:11:10+00:00

GPT-2 was initially withheld from public release due to misuse concerns and was ultimately released in stages in November 2019.

Summary

OpenAI deliberately held back its first large language model from the public because the team judged it could be misused, and they ultimately chose a phased rollout in November 2019 rather than a full release or permanent lock-up. This sets a factual precedent that the "withhold versus release" call on a capable model can land somewhere in the middle, and that the decision to restrict access is reversible once the team decides the risk is manageable.