Yaron Singer - Catching edge cases in AI

Yaron Singer, a former Googler, professor of computer science and applied math at Harvard, and now CEO and co-founder of Robust Intelligence, comes on the TDS Podcast to talk errors in AI systems, test-driven development, and fuzzing (among many more topics)! Intro music: ➞ Artist: Ron Gelinas ➞ Track Title: Daybreak Chill Blend (original mix) ➞ Link to Track: 0:00 Intro 2:30 Journey into AI risk 5:20 Guarantees of AI systems 11:00 Testing as a solution 15:20 Generality and software versus custom work 18:55 Consistency across model types 24:40 Different model failures 30:25 Levels of responsibility 35:00 Wrap-up