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GENIE reveals that traditional metrics fail to capture the nuanced dimensions of novelty, offering a sharper lens for evaluating LLM creativity.
LLMs struggle to generate diverse and specific connections between concepts, even with high token budgets and "thinking" prompts, revealing a gap in creative associative reasoning.
