Human perception of LLM prose and the uncanny valley

Readers are increasingly identifying a distinct LLM voice characterized by specific linguistic patterns. While automated detection tools exist, the human visceral reaction to repetitive, synthetic prose creates an uncanny valley that undermines reader engagement before technical verification occurs.