Key objectives are to identify and analyze the scientific literature and practice in the cross-section of the following fields: deliberation processes and platforms, AI and large language models (LLMs), including video LLMs, argumentation mining, and evaluation models. Additionally, the aim is to map the future of multimodal AI deliberations using scenarios through technology foresight. Another key objective is to elicit stakeholders’ needs and considerations, ensuring that the research is aligned with practical and societal perspective.