3 min read
Recognizing unanswerable questions
On HERB's unanswerable set, Ask Poth correctly refused 19 of 20 questions. Published agent baselines land between 6% and 64%. Here is the full methodology.
ReadBenchmarks
Evidence-backed evaluations of grounding, retrieval, and abstention—with enough methodology to interpret the result.