Why Multimodal AI Needs a Specialized Annotation Workforce

Most AI models fail not because of bad algorithms, but because of misaligned data. When a self-driving car misjudges a pedestrian crossing in low light, or a conversational AI misreads sarcasm in voice tone, the root cause is often the same: poorly annotated training data across multiple modalities. Multimodal AI systems process text, images, audio, […]