Technical brief
TruthChecker
A claim verification and evidence-review workflow for high-stakes AI outputs.
Abstract
TruthChecker is a technical brief on claim verification for AI systems used in higher-risk environments. It is framed as a workflow for identifying unsupported claims, matching them against source material or known patterns, and creating a review trail before outputs are relied on.
The value of the brief is not that it promises perfect truth detection. It is that it describes a more disciplined approach to verification, where claim review becomes part of governance rather than an afterthought.