Thank you.
I am a computer science graduate. I'd like to start with questions for both Dr. Duvenaud and Dr. O'Neil.
How are your institutions connecting with the industry, especially in terms of how you're utilizing federal government funding for this research and development, and how are you ensuring that we're advancing the technology, but that public safety is at the heart of all these?
We'll start with Dr. Duvenaud.