AVeriTeC

Researchers from Malta Lab introduced LaFaCt, a misinformation detection framework that uses activation engineering to identify false claims by projecting last-token activations onto a 'misinformation…

A new arXiv paper (2607.26512v1) introduces evidence-ledger adjudication, a workflow that pairs AI-generated claims with evidence packets and routes unsupported or contradicted claims back to authors.…