Can We Trust LLM Detectors?

Jivnesh Sandhan, Harshit Jaiswal, Fei Cheng +1

The rapid adoption of LLMs has increased the need for reliable AI text detection, yet existing detectors often fail outside controlled benchmarks. We systematically evaluate 2 domi…