LLMs exhibit temporal flattening with substantially reduced semantic and cognitive-emotional drift compared to humans, allowing 94% accurate distinction from variability patterns alone.
Ajay Patel, Colin Raffel, and Chris Callison-Burch
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Temporal Flattening in LLM-Generated Text: Comparing Human and LLM Writing Trajectories
LLMs exhibit temporal flattening with substantially reduced semantic and cognitive-emotional drift compared to humans, allowing 94% accurate distinction from variability patterns alone.