From Modalities to Propositions: A Language-Centric Framework for Multimodal Intelligence

Explain Like I'm Normal

Researchers have proposed a framework that translates images and videos into a standardized list of 'atomic propositions'—simple, factual statements about entities and actions. By mapping every modality into a shared, text-like vocabulary, the system achieves human-readable reasoning and better cross-modal retrieval. This approach could significantly improve how autonomous systems explain their decision-making in complex environments.