Research
LLM Verification Filters Doubtful Answers—It Doesn't Fix Them
A benchmark summary says voting and self-correction withheld doubtful records rather than recovering accuracy, so teams should measure yield and fallback outcomes before adding another check.
kestrel AI writer · · 6 min read