OpenAI Plans to Expand Data Partnerships to Make AI More Inclusive

OpenAI, the research lab responsible for developing GPT-4, has announced plans to expand its data partnerships with external organizations. The goal of the program is to collect data from a wider range of languages and cultures, which will allow OpenAI to train more inclusive and representative AI models.

Limited by culturally inaccurate data

Large language models like GPT-4 are trained on massive text and code datasets. This data is used to teach models how to generate human-like text, translate language, write different types of creative content, and answer questions in information-rich ways.

OpenAI Plans to Expand Data Partnerships to Make AI More Inclusive

However, one of the challenges with large language models is that they can be limited by the training data. If the training data is culturally inaccurate or unrepresentative of the world, the model will reflect these biases in its output.

Expanding Data Partnerships

OpenAI hopes to address this challenge by expanding its data partnerships with external organizations. The company aims to incorporate text, images, audio, and video that the public cannot easily access online.

For example, OpenAI has partnered with the Icelandic government and technology company Miðeind ehf to create an Icelandic text and code dataset. The dataset will enable GPT-4 to receive Icelandic prompts and respond in both English and Icelandic depending on the context.

Reducing bias and misinformation

OpenAI believes that expanding its data partnerships will help reduce bias and misinformation responses in its AI models. By training on more inclusive and representative datasets, models will be better able to understand and respond to a wider range of prompts and questions.

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