The Innovative Application of Multimodal Fusion in Artificial Intelligence Decision-Making System

With the continuous development of artificial intelligence (AI) technology, multi-source fusion technology has gradually become an important research direction for system decisions.Multi-source fusion uses multiple data sources (such as images, sounds, texts, etc.) to improve the accuracy and flexibility of the decision system.This article first introduces the theoretical basis and technical environment of multi-source fusion and then explains the specific application of multi-source fusion in AI-determining systems in detail.Finally, it summarizes existing problems and looks forward to future development trends.Multi-source fusion not only improves the perception capabilities of AI systems, but also provides a large amount of information resources for determining the system, promoting the innovative application of AI technology in various fields.