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From Memorization to Generalization: Landmark Study Maps When AI Models Shift to Abstraction Over Storage
A joint research effort by Meta, Google DeepMind, Cornell University, and NVIDIA has pinpointed the hard boundaries of what large language models can truly memorize, measuring it down to the bit and challenging assumptions about how these systems retain information.The study, published this week on arXiv, overturns lingering assumptions about AI’s tendency to memorize swathes of training data. Instead, it reveals that even the most advanced tran…
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