Digital Replicas That Can Have Real Conversations

Infinite ML with Prateek Joshi

İçerik Prateek Joshi tarafından sağlanmıştır. Bölümler, grafikler ve podcast açıklamaları dahil tüm podcast içeriği doğrudan Prateek Joshi veya podcast platform ortağı tarafından yüklenir ve sağlanır. Birinin telif hakkıyla korunan çalışmanızı izniniz olmadan kullandığını düşünüyorsanız burada https://tr.player.fm/legal özetlenen süreci takip edebilirsiniz.

3M ago 37:40

MP3•Bölüm sayfası

Hassaan Raza is the cofounder and CEO of Tavus, a video API platform for digital twins. They've raised more than $28M in funding from investors such as Sequoia and Scale VP.
Hassaan's favorite book: Go Like Hell (Author: A. J. Baime)
(00:01) Introduction
(00:38) Overview of AI in video generation
(01:44) AI models used in video generation
(03:35) Capturing intricate facial movements in real-time
(06:46) Data capture and 3D modeling from basic video input
(09:01) Explanation of neural radiance fields and Gaussian splatting
(10:14) Capturing facial expressions for video generation
(15:22) Temporal coherence in video generation
(18:05) Challenges in conversational video, including lip-syncing and emotion alignment
(20:38) Inference challenges in conversational video
(22:47) Bottlenecks in the pipeline: LLMs and time-to-first-token
(26:58) Multimodal models and trade-offs
(27:36) Advice for founders running API businesses
(30:04) Pitfalls to avoid in API businesses
(32:15) Technological breakthroughs in AI
(34:10) Rapid-fire round
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Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi

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