synthetic data challenges

Challenges and Innovations in AI Training Data Scarcity

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For a machine learning model to be effectively trained, it requires new and high-quality data. In the past, freely accessible online magazines and scientific publications have been used for this purpose. Major AI companies have already signed agreements with publishers like Springer, Reuters, or the New York Times to access their content. However, the problem … Read more

AI Training Faces Data Shortage Challenges

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For AI to be effectively trained, it needs new and high-quality data. In the past, freely accessible internet magazines and professional publications have been used. Additionally, newspaper and scientific archives or communities like Reddit and Stack Overflow are utilized. Major AI companies have already made agreements with publishers like Springer, Reuters, or the New York … Read more