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Training-time data augmentation can slash validation loss in language model pretraining, making it feasible to train effectively on limited datasets for hundreds of epochs.
Google's AI Overviews favor Google-owned content and penalize sites blocking its AI crawler, raising serious questions about fairness and bias in the emerging generative search landscape.