Unlocking Multimodal AI: How LLMs Can See and Hear Without Training

Unlocking Multimodal AI: How LLMs Can See and Hear Without Training Recent breakthroughs in artificial intelligence reveal that large language models (LLMs) possess inherent capabilities to process visual and auditory information, even without specialized training. This article explores the open-source MILS framework, demonstrating how LLMs can perform image captioning, audio analysis, and video understanding tasks in a zero-shot learning paradigm. Core Technical Insights The methodology from the paper “LLMs Can See and Hear Without Any Training” introduces three key innovations: Cross-Modal Embedding Alignment Leverages pre-trained models to map multimodal data into a unified semantic space Dynamic Prompt Engineering Translates visual/audio …