Unified Multimodal Integration: Architectures, Reasoning, and Cross-Modal Alignment in 2024-2025

1. Introduction: The Era of “Omni-Modal” Intelligence The evolution of artificial intelligence in 2024 and 2025 has been characterized by a decisive shift from disparate, loosely coupled systems toward unified, Read More …

Unified Multimodal Integration: Architectures, Reasoning, and Cross-Modal Alignment in 2024-2025

1. Introduction: The Era of “Omni-Modal” Intelligence The evolution of artificial intelligence in 2024 and 2025 has been characterized by a decisive shift from disparate, loosely coupled systems toward unified, Read More …

The Synthesis of Senses: An In-Depth Analysis of Real-Time Multimodal Interaction Systems

I. Introduction: The Next Paradigm of Human-Computer Interaction The field of Human-Computer Interaction (HCI) is undergoing a transformative shift, moving beyond the constraints of unimodal interfaces to embrace a paradigm Read More …