Interpreting AA-Omniscience Index Scores: What Positive and Negative Values Mean — and How March 2026 Could Reset the Rules

https://spark-wiki.win/index.php/When_Summaries_Mislead:_Measuring_Journalism_Accuracy_in_Production_LLMs_(Vectara_vs_AA-Omniscience)

The AA-Omniscience Index (AA-OI) has become a shorthand for how "complete" and "confident" a large language model's knowledge claims are