The Paradigm Shift to Native Multimodality: Architectural Unification in Foundation Models

1. Executive Summary The artificial intelligence landscape is currently undergoing a fundamental architectural transformation, shifting from composite, modular systems toward unified, native multimodal architectures. For the past decade, multimodal capabilities—the Read More …

The Multimodal Double-Edged Sword: An Investigation into Medical Vision-Language Models and the Amplification of Algorithmic Bias

Introduction: The Convergence of Vision and Language in Medicine The modern healthcare ecosystem is characterized by an explosion of data that is inherently multimodal, encompassing a diverse array of formats Read More …