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Challenges of Generative AI and Synthetic Data
Exploring the limitations of web data for training large language models and the risks associated with using generative AI to create synthetic data, touching on issues of data scarcity, model collapse, plagiarism, copyright infringement, and ethical dilemmas in AI development.