Mykel Kochenderfer's guest appearances

Mykel Kochenderfer

The Future of Everything presented by Stanford Engineering

Stanford Radio

Carlos Bustamante

Margot Gerritsen

Monica Lam

Christina Smolke

Pamela Chen

Noah Rosenberg

Andrew Huberman

Robert Reich

Anne Kiremidjian

Alex Dunn

Russ Altman

Michelle Mello

Marshall Burke

Megan Palmer

Kari Nadeau

OwlTail

The Future of Everything with Russ Altman:Mykel Kochenderfer: AI and Safety-Critical SystemsAdvances in artificial intelligence are leading to greater autonomy and improved safety in systems ranging from air traffic control to automated driving.Artificial intelligence can help us design safety-critical systems for aircraft and other vehicles that are more robust to the many sources of uncertainty in the real world, says aerospace professor Mykel Kochenderfer.Building systems that meet the exceptionally high level of safety expected of commercial air transport is challenging, but Kochenderfer says that the key is in modeling the likelihood of the full spectrum of outcomes and planning accordingly. Validating the safety of these systems is also difficult, often requiring billions of simulations. He tells Stanford Engineering's The Future of Everything how AI, empowered by algorithms such as “dynamic programming,” can make autonomous systems safer.

The Future of Everything with Russ Altman: Mykel Kochenderfer: AI and Safety-Critical Systems Advances in artificial intelligence are leading to greater autonomy and improved safety in systems ranging from air traffic control to automated driving. Artificial intelligence can help us design safety-critical systems for aircraft and other vehicles that are more robust to the many sources of uncertainty in the real world, says aerospace professor Mykel Kochenderfer. Building systems that meet the exceptionally high level of safety expected of commercial air transport is challenging, but Kochenderfer says that the key is in modeling the likelihood of the full spectrum of outcomes and planning accordingly. Validating the safety of these systems is also difficult, often requiring billions of simulations. He tells Stanford Engineering's The Future of Everything how AI, empowered by algorithms such as “dynamic programming,” can make autonomous systems safer.

E117 | Mykel Kochenderfer: AI and Safety-Critical Systems

Artificial intelligence can help us design safety-critical systems for aircraft and other vehicles that are more robust to the many sources of uncertainty in the real world, says aerospace professor Mykel Kochenderfer.Building systems that meet the exceptionally high level of safety expected of commercial air transport is challenging, but Kochenderfer says that the key is in modeling the likelihood of the full spectrum of outcomes and planning accordingly. Validating the safety of these systems is also difficult, often requiring billions of simulations. He tells Stanford Engineering’s The Future of Everything how AI, empowered by algorithms such as “dynamic programming,” can make autonomous systems safer.

Artificial intelligence can help us design safety-critical systems for aircraft and other vehicles that are more robust to the many sources of uncertainty in the real world, says aerospace professor <a href="https://profiles.stanford.edu/mykel-kochenderfer" rel="nofollow" target="_blank">Mykel Kochenderfer</a>.Building systems that meet the exceptionally high level of safety expected of commercial air transport is challenging, but Kochenderfer says that the key is in modeling the likelihood of the full spectrum of outcomes and planning accordingly. Validating the safety of these systems is also difficult, often requiring billions of simulations. He tells Stanford Engineering’s The Future of Everything how AI, empowered by algorithms such as “dynamic programming,” can make autonomous systems safer.

Mykel Kochenderfer: AI and Safety-Critical Systems