OpenAI Team Introduces ‘InstructGPT’ Model Developed With Reinforcement Learning From Human Feedback (RLHF) To Make Models Safer, Helpful, And Aligned

A system can theoretically learn anything from a set of data. In practice, however, it is little more than a model dependent on a few cases. Although pretrained language models such as Open AI’s GPT-3 have excelled at a wide range of natural language processing (NLP) tasks, there are times when unintended outputs, or those not following the user’s instructions, are generated. Not only that, but their outcomes have been observed to be prejudiced, untruthful, or poisonous, potentially having harmful …

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