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cs.AI2026
LLM Detection as an Intervention: Downstream Impact under Strategic User Behavior
Meena Jagadeesan, Tatsunori Hashimoto, Jon Kleinberg
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 lan…
cs.AI2024
Heads, Tails, and AI Fails: LLMs, Randomness, and Human Judgments
Katherine Van Koevering, Jon Kleinberg
Randomness is central to human cognition and to many applications in which large language models are deployed, yet probabilistic token generation does not imply that LLMs can produ…