Evolving Safety Landscape of Multi-Modal Large Language Models: A Survey of Emerging Threats and Safeguards
This episode surveys emerging safety threats for multi-modal large language models—systems that process text, images, and audio. Hosts discuss how these systems face new risks, such as compromising an image to trick the model, and propose advanced defenses that monitor internal model states rather than just inputs.