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The Impending Data Crisis in AI Development
This chapter addresses the impending data shortage facing AI researchers amid rising energy demands and restrictions on data access. It reviews a critical study predicting a data 'crash' by 2028 and explores strategies like synthetic data generation and the use of specialized datasets to navigate the challenge.