AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Software Engineering Daily
Bonus Episode: How to Build a Self-Driving Car with Ian Williams
Apr 19, 2024
37:44
Snipd AI
Senior Staff Software Engineer Ian Williams from Cruise, Google, Lyft, and eBay discusses the challenges in building self-driving cars, including integrating sensors, ML models, and engineering systems. Topics cover ML perception tasks, safety in ML systems, perception systems in autonomous vehicles, and real-time model challenges in deploying self-driving cars.
Read more
AI Summary
AI Chapters
Episode notes
Podcast summary created with Snipd AI
Quick takeaways
- Building self-driving cars involves integrating various technologies like sensor data and ML models.
- Ensuring the safety of autonomous systems requires evaluating machine learning models with statistical approaches.
Deep dives
Challenges in Building Self-Driving Cars
Building self-driving cars involves integrating various technologies such as sensor data, ML models, and software engineering. Ian Williams from Cruise discusses the engineering challenges and strategies in this space, drawing from his experience at companies like Google and Lyft. Perception teams focus on interpreting sensor data to make sense of the environment for the vehicles.
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode