Wyvern: An Agentic Framework for Generating Grounded Multimodal Reports

As AI-generated content proliferates faster than anyone can verify it, ungrounded generative reports risk spreading unsupported claims. Wyvern addresses this with a multi-agent framework that produces technical reports combining text, images, and tables, all tied to supporting references, with a dedicated claims-revision stage to strengthen grounding. Human evaluators rated Wyvern's figures as more informative than baselines in 87% of cases, and its reports as more useful in the majority of comparisons. This has clear applications in automated research synthesis, technical documentation, journalism, and any domain needing trustworthy AI-generated multimodal reporting. Authors: Beatrice Alessandra Motetti, Emilien Guandalino, Daniele Jahier Pagliari, Alessio Burrello, Lorenz K. Müller, Konstantin Berestizshevsky, Lukas Cavigelli Paper: https://arxiv.org/abs/2608.14446v1