Images about adaptive continual learning models, advanced natural language processing nlp for claim detection, automated alerts and summaries for fact-checkers, bot and troll network identification, contextual fact-checking, contextual metadata verification, cross-lingual and cross-cultural misinformation detection, deepfake recognition in video and audio, image forensics and manipulation detection, knowledge graph integration, linguistic profiling for propaganda detection, multimodal analysis text image video integration, network graph analysis for narrative mapping, neural style transfer to spot inconsistencies, predictive models for identifying emerging misinformation, real-time monitoring of trending topics, sentiment and emotion analysis, source reliability scoring, stance detection and contradiction analysis, and temporal and event correlation.