This report is divided into five main chapters, which comprehensively sort out the trends**, risk analysis, security technologies, and governance plans of cutting-edge large models, and summarize and look forward. The report aims to promote awareness and discussion of related issues, and hopes to contribute to the establishment of a responsible and inclusive global AI security and governance system.
Microsoft's Multimodal Model Review (2023) summarizes five specific research themes: visual understanding, visual components, integrated visual models, LLM-powered multimodal models, and multimodal agents. The review focuses on one phenomenon: the multimodal basic model has been changed from specialized to universal. It is developing from a software agent in the narrow sense to a master agent with main decision-making and kinetic energy, and the field is constantly expanding, but there are challenges such as explainability and controllability, especially how to confirm the position in key decisions.
*: Anyuan AI
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