The Problem: Challenges in Multimedia AI

• Difficulty in deeply understanding both images and videos seamlessly
• Content creators, social platforms, and media enterprises struggle with efficient multimedia analysis
• High costs and risks from manual moderation, poor content summarization, and limited AI tools
• Missed opportunities in immersive AR/VR and multilingual content generation