AIBullisharXiv – CS AI · 14h ago6/10
🧠
Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation
Researchers introduce Ptah, a multi-agent AI system designed to generate verifiable multimodal research reports by orchestrating planning, evidence collection, and writing stages while maintaining visual-text consistency. The system includes a verification agent to enforce factual grounding and citation accuracy, addressing a key limitation in LLM-generated long-form content that combines text and images.