The “Zero-Shot” Mirage: How Data Scarcity Limits Multimodal AI

Imagine an AI system that can recognize any object, comprehend any text, and generate realistic images without being explicitly trained on those concepts. This is the enticing promise of “zero-shot” capabilities in AI. But how close are we to realizing this vision? Major tech companies have released impressive multimodal AI models like CLIP for vision-language […]

The post The “Zero-Shot” Mirage: How Data Scarcity Limits Multimodal AI appeared first on MarkTechPost.

ai models ai shorts ai system applications artificial intelligence capabilities companies computer vision concepts data editors pick generate images imagine major multimodal multimodal ai object staff tech tech news technology text vision zero-shot