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DataFramed
#278 Building Multi-Modal AI Applications with Russ d'Sa, CEO & Co-founder of LiveKit
Jan 27, 2025
Russ d'Sa, CEO and Co-founder of LiveKit, dives into the exciting world of multimodal AI applications. He shares insights on the evolution of voice technology, emphasizing the need for developers to adapt to new protocols for real-time interactions. The discussion also touches on AI's shift from cloud-centric to AI-centric computing and the significance of human-like AI voices in diverse applications. With a focus on the challenges and opportunities of video AI, Russ explores the potential of AI-generated environments and the impact of deepfake technology on authenticity.
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Quick takeaways
- The evolution of voice AI now enables seamless user experiences through advanced natural language processing and real-time interaction capabilities.
- Challenges in developing video AI systems highlight the necessity for new technologies to handle quality and latency while addressing ethical concerns about deepfakes.
Deep dives
The Dominance of Visual Processing in Humans
Human brains are primarily dedicated to visual processing, with approximately 70-75% of neurons focused on interpreting visual information. This emphasis on visual input indicates that humans are naturally inclined to notice differences and inconsistencies in what they see. Consequently, when it comes to technology, such as video, the standards for quality and experience are significantly higher than for auditory stimuli. This realization highlights the technical challenges in developing effective video AI systems, which require handling vast amounts of data compared to audio processing.
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