New Survey Reveals How Multimodal Agentic Frameworks Are Reshaping AI's Future in MENA

They are AI systems that combine large language models with capabilities to process images, audio, and video, enabling perception, reasoning, planning, and action in complex environments.

Text-based models are limited to text processing, while multimodal systems understand rich contexts from multiple sources, improving decision accuracy in applications like robotics and intelligent interfaces.

Yes, especially in sectors like smart cities, healthcare, and government services, where these systems can improve efficiency and deliver advanced user experiences, though infrastructure costs must be considered.