Why Trusting a Single Benchmark Masks Hallucination Risk — and How Web Search Cuts It by 73-86%

https://kilo-wiki.win/index.php/How_to_Use_AI_for_Market_Research_Without_Getting_Bad_Data

Why Relying on One Benchmark Makes Models Appear Safer Than They Are Most teams ship model upgrades after a green light from one or two benchmarks. That feels efficient: run a standard test suite, compare scores, and declare the model ready