The AI Deemed 'Too Dangerous': Revisiting OpenAI's GPT-2 Milestone

This retrospective on OpenAI's GPT-2 highlights a pivotal moment when the tech industry first recognized the profound risks of scaled-up language models. By demonstrating that simply expanding parameters and training data could unlock emergent Zero-shot capabilities, GPT-2 established the core scaling laws driving today's generative AI boom. Furthermore, OpenAI's initial hesitation to release the full model set a lasting precedent for responsible AI disclosure and ongoing safety debates.