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The text introduces Todor Markov, a researcher at OpenAI, who is working on monitoring and ensuring the safety of the OpenAI API. He will discuss how the API is used to fine-tune GPT-3 models and will showcase live demos. The OpenAI fine-tuning API was released a month ago and allows users to create specialized models with higher performance in specific domains. Todor will provide an overview of the benefits of fine-tuning, a live demo of the API, and discuss some of the challenges involved.