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LLM Detection as an Intervention: Downstream Impact under Strategic User Behavior

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As LLM adoption becomes more widespread, there is a growing interest in detecting LLM-generated content, for example through LLM detection tools and through heuristics based on language patterns. Detectors operate as an intervention that steers not only the…

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