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Articles tagged with #multimodalai
Off late a lot of my research time is studying why medical models systems fail. Not the obvious failures where the model outputs gibberish, but the subtle ones where the output looks clinically appropriate, follows proper documentation structure, use...
When a doctor examines a chest X-ray and says "I see signs of pneumonia in the lower right lung," you can ask them to point at exactly what they're seeing. They can circle the cloudy region, explain why it looks abnormal, and walk you through their r...
The Challenge That Ties Everything Together After four modules of learning multimodal techniques, NVIDIA's certification throws you into the deep end with a beautifully designed assessment. The problem sounds almost paradoxical at first: You have a c...
Video Understanding & Graph-RAG: AI That Watches, Remembers, and Reasons This is Part 4 (Final) of a 4-part series based on learnings from NVIDIA's "Building AI Agents with Multimodal Models" certification. The Final Frontier: Understanding Video We...
Document Intelligence: Teaching AI to Read, Understand, and Remember PDFs This is Part 3 of a 4-part series based on learnings from NVIDIA's "Building AI Agents with Multimodal Models" certification. The Challenge: Documents Are Messy Think about a ...
Understanding How AI Learns to See, Hear, and Feel All at Once Why Do We Need Multimodal AI? Imagine you're trying to identify a fruit in complete darkness. You can feel its round shape, its smooth skin, and smell its citrusy aroma. Now imagine you c...
