Technically Speaking: Scaling 3 Key Phases of ML Pipeline
Yi Wang, Senior Principal Engineer at Motional, does a deep dive into our approach for scaling our ML pipelines, and demonstrates three example design cases.
Technically Speaking: Motional’s Imaging Radar Architecture Paves the Road for Major Improvements
By rethinking system architecture and using machine learning to analyze and process previously discarded low-level radar data, Motional is working on dramatically enhancing radar performance to the point that it rivals the point clouds produced by lidar.
A New Path for Motional
Motional's CEO Karl Iagnemma shares an update on changes to Motional's technical and business strategy.
Minds of Motional: Arthur Safira
Arthur Safira, a Senior Engineering Director at Motional, talks about his background, his growth at Motional, and his mission to make a positive, large-scale societal impact with technology.
Keeping Focus: Motional’s Robotaxis Block Out Las Vegas Distractions
Motional’s all-electric IONIQ 5 robotaxis are trained to ignore all the lights and sights that make Las Vegas a memorable experience. and instead focus solely on safely navigating through the complex driving environment.
Technically Speaking: Second-Stage Vision Adds Needed Context to Unique Scenarios
Motional has developed a Second-Stage Vision Network that uses machine learning principles to add important context to our object classifications -- additional fine-grain classification then flows downstream improving our perception, prediction, planning, and control substacks.
Motional IONIQ 5 Robotaxi to be Manufactured at New Hyundai Motor Group Innovation Center Singapore
First production models of IONIQ 5 robotaxi will be manufactured at HMGICS and deployed as part of Motional’s commercial services in the U.S., starting in 2024. Hyundai Motor Group and Motional announce all-electric IONIQ 5 robotaxi is one of the first SAE Level 4 autonomous vehicles to be certified under the U.S. Federal Motor Vehicle Safety Standards.
Smart Choices: How Robotaxis Partner with Remote Vehicle Operators to Work Through Tricky Spots Safely
When faced with an unusual driving condition, Motional's robotaxis can rely on trained Remote Vehicle Assistance agents to provide guidance on a safe path forward.
Motional Scales Autonomous Delivery Service; Adds Shake Shack as First National Merchant through Uber Eats
Motional's VP of Commercialization, Akshay Jaising, talks about what the company has learned as it grows its food delivery business and starts delivering Shake Shack orders made through Uber Eats
Technically Speaking: Improving Multi-task Agent Behavior Prediction
Motional's PredictNet approach to prediction uses machine learning principles and a multi-task learning architecture to more accurately predict the future behaviors of surrounding agents.
Motional Releases Fourth Annual Consumer Mobility Report, Looking at the Road to Autonomous Vehicle Adoption, Headwinds, and More
The report takes a deep dive into the public perception and understanding of autonomous vehicle (AV) technology, including the headwinds AV companies face from the public, generational perceptions, and factors driving adoption.
Rethinking the Role of Radars as Robotaxis Mature
As AV technology advances, and the global supply chain responds to industry demand, radars could emerge as the central sensors for robotaxis, says Motional's Chief Technology Officer.
DriverlessEd Chapter 7: Outside Your Ride
When developing autonomous vehicles, nothing is more important than safety. The safety of those driving, walking, or biking near our robotaxis is just as important as the safety of the person inside the vehicle. Learn how our vehicles respond to their environment in Chapter 7 of #DriverlessEd.
DriverlessEd Chapter 6: During Your IONIQ 5 Robotaxi Ride
Chapter 6 of Motional's DriverlessEd series explores what it's like to ride in a robotaxi, and how Motional's team has designed it to feel familiar even to a first-time passenger.
DriverlessEd Chapter 5: Before Your Ride
Ensuring passenger safety is a key point in operating a robotaxi. This is why every vehicle is checked over thoroughly - inside and out -- everyday. Chapter 5 of DriverlessEd explains how a robotaxi is prepared for a day of passenger service.