Your realtime AI is ngmi — Sean DuBois (OpenAI), Kwindla Kramer (Daily)
Skills:
AI Systems Design85%
Sean DuBois of OpenAI and Pion, and Kwindla Hultman Kramer of Daily and Pipecat, will talk about why you have to design realtime AI systems from the network layer up.
Most people who build realtime AI apps and frameworks get it wrong. They build from either the model out or the app layer down. But unless you start with the network layer and build up, you'll never be able to deliver realtime audio and video streams reliably. And perhaps even worse, you'll get core primitives wrong: interruption handling, conversation state management, asynchronous function calling.
Sean and Kwin agree on most things: old-school realtime systems people against the rest of the world. But they disagree on some important things, too, and will argue about those things live on stage. Do you need to give developers "thick" client-side realtime SDKs? Can you build truly great vendor neutral APIs? (You'll be surprised which of them argues which side, on that topic.)
About Kwindla Kramer
Kwin works on large-scale WebRTC infrastructure at Daily. He is the originator of Pipecat, the widely used, open source, vendor neutral voice agent framework supported by NVIDIA, Google, AWS and used by hundreds of startups. Before co-fonding Daily, Kwin built the sci-fi user interfaces in Minority Report and Iron Man.
About Sean DuBois
Sean works on WebRTC and the Realtime API at OpenAI. He built 1-800-CHATGPT. He is the founder of Pion, the most widely used open source WebRTC project. He has previously worked at AWS, LiveKit, Apple, and Etsy.
Recorded at the AI Engineer World's Fair in San Francisco. Stay up to date on our upcoming events and content by joining our newsletter here: https://www.ai.engineer/newsletter
00:00 [Voice Keynote] Your realtime AI is ngmi — Sean DuBois (OpenAI), Kwindla Kramer (Daily)
01:29 Introduction to Voice AI and Latency
02:46 Latency Breakdown in a Voice AI Application
03:27 WebRTC vs. WebSockets for Real-Time Audio
06:41 Advantages of WebRTC
07:49 Applications of WebRTC
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Chapters (6)
[Voice Keynote] Your realtime AI is ngmi — Sean DuBois (OpenAI), Kwindla Kramer
1:29
Introduction to Voice AI and Latency
2:46
Latency Breakdown in a Voice AI Application
3:27
WebRTC vs. WebSockets for Real-Time Audio
6:41
Advantages of WebRTC
7:49
Applications of WebRTC
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