vera.ai's project partners CERTH, USFD and Ontotext presented advances in synthetic content detection, textual analysis and narrative exploration at the Sofia Information Integrity Forum (SIIF), held from 7–9 November 2024 in Sofia, Bulgaria. Here's a summary of their contributions, plus insights into work done, including results to date as well as approaches and challenges.