AI
The End of Single-Modal AI: Why Everything is Becoming Multimodal
Introduction For years, artificial intelligence evolved in silos. Text models wrote content. Image models generated visuals. Audio models handled speech. Each system was powerful but isolated. That era is ending. We are now entering a new phase of AI where systems no longer think in a single format. Instead, they understand and generate across multiple modalities text, images, video, and audio simultaneously. This is the rise of multimodal AI , and it is quickly becoming the default standard for