Michael Rathmayr

Grounding Probes: Generator-Independent Hallucination Detection from Observer Model Hidden States

Detecting responses that retrieval-augmented generation does not ground in its context trades speed against accuracy: surface checks miss paraphrased fabrication, sampling-based methods cost extra generations. Hidden-state probes sit between the two, but every existing one reads the generating model's own activations,...