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LLMs can leak training data when prompted, but they rarely do so in everyday use, revealing a critical gap in our understanding of model memorization.
LLMs can ace wine trivia, but their tasting notes and food pairings still leave much to be desired, revealing the limits of textual grounding for sensory expertise.
