Conference:  Transform X 2022

Authors: Dr. Will Roper

2022-10-19

Digital engineering is a transformative capability for hardware that enables fully digital design, testing, and certification of systems without physically building them.

• Digital engineering is doing engineering digitally with the help of computer models and similar technology.
• It is possible to fully digitally design, test, and certify systems without physically building them.
• Computer models are capable of creating physics and structures to a high degree of reliability.
• Digital engineering solves the problems of expensive, slow, and environmentally impactful physical prototyping.
• The McLaren racing team's approach to digital engineering is an inspiring level of digital agility.
• Digital engineering is a transformative capability for hardware that enables an agile approach to hardware development.

Conference:  Transform X 2021

Authors: Jesse Levinson

2021-10-07

Jesse Levinson co-founded Zoox in 2014 and is the company's Chief Technical Officer (CTO). He joins Scale AI’s Head of Nucleus, Russell Kaplan, for a fireside chat to discuss the challenges of bringing a completely autonomous vehicle stack (vehicle platform + sensors) from the lab to real-world streets for autonomous ride-sharing vehicles. Together Jesse and Russell explore the biggest obstacles that need to be solved when making robot taxis. How do you train a model to generalize for the unknown? How can a model respond to new challenges safely or plan a new response in real-time? What are the limitations in perception for different sensor types? As you train a model to learn edge cases and scenarios, how do you prevent regression in other areas? Jesse shares how Zoox uses simulation to take advantage of real-world data to perform realistic testing at scale. Join this session to hear Zoox's insights on taking an entire end-to-end technology stack from experimentation to reality.