Toyota's Autonomous Car Test Mule Has Two Steerings

- Toyota has equipped the test mule with a bunch of sensors
- Toyota testing various parameters to make a Level 4/5 autonomous car
- It's testing both Guardian and Chauffeur systems
Toyota Research Institute (TRI) has released a video which shows its first demonstration of the Guardian and Chauffeur autonomous vehicle platform. The video shows the advances TRI has made with Platform 2.1, the next iteration of TRI’s advanced safety research vehicle for autonomous driving. The company has been conducting several test maneuvers on a closed course. Platform 2.1 is the first research tool for testing both Guardian and Chauffeur systems on a single vehicle using the same technology stack of sensors and software.
Chauffeur is Toyota’s testing version of SAE Level 4/5 autonomy where the automated system is responsible for all driving tasks, while in Guardian mode, the automated driving system acts as a safety net for the human driver to help prevent an accident. In the Chauffeur scenario, the test vehicle’s ability to drive itself on a closed course and navigate around road obstacles was demonstrated. The system does calculations and makes a safe lane change around the stalled vehicle which is followed by the vehicle returning to the original lane.

The test mule comes with two steering wheels
The Guardian tests show the system’s ability to protect the vehicle and its occupants when the vehicle encounters a potentially hazardous situation and takes action if the driver does not react. The Guardian system also monitors the driver’s eyes for distracted or drowsy driving. When the vehicle ahead swerves out of the way, the Guardian system perceives the obstruction ahead and takes over for the driver to steer the car out of the way, retaining control until the driver is able to take back control of the car.

There are a whole bunch of sensors that the car comes equipped with
On Platform 2.1, TRI created a second vehicle control cockpit on the front passenger side with a fully operational haptic drive-by-wire steering wheel and pedals for acceleration and braking. This dual-cockpit setup allows for experimentation of effective methods to transfer vehicle control between the human driver and the autonomous system. It also supports the development of machine learning algorithms that can learn from expert human drivers and provide coaching to novice drivers.
Latest News
Jaiveer Mehra | Feb 9, 2026Tata Motors Inaugurates New Tamil Nadu Plant; Range Rover Evoque First Vehicle To Roll OutTata says that the plant will become the production base for next-gen vehicles from both Tata and its subsidiary JLR.1 min read
car&bike Team | Feb 9, 2026New Cars Coming In February: New SUVs, MPV & EV Lined Up For LaunchJust like January, even February will see a good number new car launches and unveils. We list them for you1 min read
car&bike Team | Feb 9, 2026Hero Vida Ubex Electric Bike Design Patented In IndiaThe Vida Ubex will be the first electric motorcycle from the brand when launched.1 min read
car&bike Team | Feb 8, 2026Select Harley-Davidson Motorcycles To Attract Zero Duty Under Upcoming India-US FTA Interim Agreement: ReportPrimary beneficiaries are expected to include models in the 800 to 1600 cc segment2 mins read
Jaiveer Mehra | Feb 8, 2026Tata Punch EV Facelift Revealed Ahead Of LaunchSole image of the updated EV previews some of the design updates ahead of its launch on February 20.1 min read
Jafar Rizvi | Feb 7, 2026Nissan Gravite Interior Spotted Ahead Of February 17 DebutThe Gravite’s interior appears to carry over the familiar layout from the pre-facelift Renault Triber, with only minor updates expected.2 mins read
Bilal Firfiray | Feb 4, 2026Volkswagen Tayron R-Line Review: Sensible Flagship For IndiaVolkswagen has introduced a made-in-India flagship SUV that offers space, comfort, performance, and German driving finesse in a practical three-row package. But is the Tayron R-Line good enough?6 mins read
Preetam Bora | Feb 2, 2026TVS NTorq 150 Road Test Review: Bigger, Better & More Efficient!We test the new TVS NTorq 150 out in the real world to get a sense of what it offers in terms of performance, dynamics and fuel economy.7 mins read
Bilal Firfiray | Jan 21, 2026Tata Punch Facelift Review: New Turbo Engine; Same Old SoulWith the update, the Tata Punch facelift retains its character of being a healthy runabout, which is perfect for Indian roads. But have these changes made it any better?7 mins read
Amaan Ahmed | Jan 17, 2026Bajaj Chetak C25 First Ride Review: Basic, Likeable E-Scooter For First-Time RidersThe Chetak C25, in quite a few ways, is poles apart from the larger and more powerful 30 and 35 Series models, but in its mannerisms, it is very much a Chetak.8 mins read
Bilal Firfiray | Jan 9, 2026Toyota Urban Cruiser Hyryder: 10,000 km Long-Term ReviewAfter spending over three months and 10,000 km with the Toyota Urban Cruiser Hyryder Hybrid, we were impressed by its real-world mileage, seamless hybrid, practical comfort, and Toyota reliability. Is it the best C-SUV then?5 mins read



































































































































