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Udio & the age of multi-modal AI (Practical AI #265)

Apr 16, 2024
38:54
Snipd AI
Discover the fascinating world of multi-modal AI as the hosts delve into Udio for music generation and compare it to traditional data modalities. Explore the impact of AI-generated music, legal implications, and personalized content experiences. Learn about the evolution of multi-modal AI models and practical applications in tasks like visual question answering and automated reasoning over images.
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Podcast summary created with Snipd AI

Quick takeaways

  • AI models are evolving to process multiple inputs simultaneously, such as combining text and image inputs for tasks like visual question answering.
  • Multimodal AI reflects human information processing across various sensory modalities, merging text and visual inputs to enhance AI capabilities.

Deep dives

Evolution of Models in AI

Models in AI have evolved from specialized ones for text, speech, and image processing to large foundation models that can handle multiple inputs simultaneously. For instance, Lava combines a visual encoding system like Clip with a language model to process both text and image inputs, enabling tasks like visual question answering.

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