Using LLMs to Detect LLM-Generated Texts: A Cross-Generation Analysis
This work systematically evaluates 15 LLMs spanning three model generations as both generators and detectors, revealing that detection efficacy is primarily driven by detector capability rather than generator provenance, although outputs from newer generators remain notably harder to detect.