- 14B parameter video generation system architecture - Technical methodology for generating high-quality video from single image/audio - Implementation approach for full/half-body character generation - Algorithm optimization for multimodal content creation
Evolution of AI Processing: Traditional AI systems processed single data types, but multimodal systems can simultaneously understand text, images, audio, and video. This represents a fundamental shift toward more human-like AI interaction.
Technical Foundation: Multimodal AI requires sophisticated neural architectures that can learn relationships between different data types, enabling richer understanding and more natural interactions.