Research

Frontier models have reached human-level performance on simple financial QA. But verification - knowing whether an answer is right rather than just plausible - remains largely unsolved. We look at where the field stands and what it will take to close the gap.

Document QA benchmarks make frontier models look better than they are. Forensic discovery - finding what is missing, inconsistent, or deliberately obscured - is a different task. We explain why, and what happens when you test for it.

A plain-language explanation of the weighted average behind the FB Score - what the tier weights mean, why we normalise by evaluated benchmarks rather than total benchmarks, and what the asterisk means.