OpenAI has been in hot water regarding data privacy ever since ChatGPT was first released to the public. The company used a lot of data from the public internet to train the large language model powering ChatGPT and other AI products. But that seems to have included copyrighted content. Some creators went ahead and sued OpenAI, and several governments have opened investigations. Basic privacy protections, like opting out of training the AI with your data, were lacking for regular users, too.
The models do not store data like a database. Also, each new generation of foundation models gets a new dataset for training. After the training process is complete, the AI model does not retain access to data analyzed in training. ChatGPT is like a teacher who has learned from lots of prior study and can explain things because she has learned the relationships between concepts, but doesn’t store the materials in her head. OpenAI DevDay keynote: ChatGPT usage in 2023.
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