Collaborating Authors

Infrastructure & Services

Emerging Behaviour of our Driving Intelligence with End to End Deep Learning


This video shows our Driving Intelligence completing an unprotected right turn through an intersection near our London King's Cross HQ. This is one of the hardest manoeuvres for autonomy and behaviour Wayve has been able to learn with end-to-end deep learning. Unlike other approaches, we learn to drive from data using camera-first sensing without needing an HD-map. We train our system to understand the world around it with computer vision and learn to drive with imitation and reinforcement learning. In this example, our Driving Intelligence is able to navigate the complex lane layout, avoiding the car which runs the red light and passing the pedestrians with human-like confidence.

AI traffic management could finally declog urban roads


Year-by-year, traffic has only gotten worse in most cities across the world. This is particularly true for cities in Asia where the number of traffic congestions has grown exponentially due to rapid urbanization and increased median income. In the Indian capital of Delhi, for instance, drivers spend as much as 58% more time stuck in traffic compared to drivers in any other city in the world. In the face of this mounting economic, health, and environmental challenge, technology may be one of our best allies when it comes to reducing time spent in traffic. Expanding roadways, improving public transit, and encouraging alternative forms of mobility are definitely important and have their part to play in improving traffic.

Make way for robots


It's the end of the day on a Friday, and you didn't make it to the mall to pick up favors for your child's birthday party this weekend. So you log on to Amazon to see what's available for next-day delivery. In addition to the favors, you find lightbulbs to replace the burned-out bulb in your table lamp, and spot a new book that you decide to go for. You click "Place my order," and a short while later, robots in Amazon's fulfillment warehouses are whizzing away to make sure it's delivered to you right on time. The warehouse is full of small, flat robots that shimmy underneath shelves loaded full of everything from blenders to wool coats to table saws.

Philadelphia airport offers robot food delivery to travelers

FOX News

Fox News Flash top headlines are here. Check out what's clicking on The future is now – at least at the Philadelphia International Airport (PHL). On Monday, the airport launched a robotic food delivery program using gita robots developed by Piaggio Fast Forward. Each gita robot can hold up to 40 pounds in its cargo bin, where customers' orders are kept.

A city that knows your every move: Saudi Arabia's new smart city might be a glimpse of the future


"The Line" is a 170 kilometer-long city on the Red Sea in northwestern Saudi Arabia that is currently being built from the ground up in the desert. Picture this: you land from your flight, walk through the airport undisturbed, then jump on a high-speed underground transit line that within less than 20 minutes takes you to the city center. As you hop off, forget about pulling your phone out to search your way from the station to the hotel: a small autonomous shuttle is awaiting you at the exit, and it already knows where you're going. After a short ride – nothing here is further than a few hundred meters away – through a city that has traded cars and roads for open piazzas and luxuriant green spaces, the shuttle drops you off at your hotel. Don't bother checking in; a facial recognition system has already pinned you down. You walk directly to your room, press your fingertips next to the handle to authenticate, and sigh comfortably as the doors open.

Delta expanding facial recognition technology to domestic flights in Detroit

FOX News

Fox News Flash top headlines are here. Check out what's clicking on Delta Air Lines is bringing facial recognition technology to domestic flights. Last week, the airline announced that it is launching its digital ID technology for domestic flights out of Detroit Metropolitan Wayne County Airport. Delta previously debuted the technology in 2018 for international flights.

Google seeks FAA approval to test fire-fighting drones


Google this week asked the US Federal Aviation Administration (FAA) for permission to test out the use of drones for monitoring and fighting fires. The request comes as the FAA slowly expands sanctioned drone use in the US. Specifically, Google's Research Climate and Energy Group said it wants to run tests using the HSE-UAV M8A Pro unmanned aircraft system -- a crop-spraying drone built by Homeland Surveillance & Electronics. The Google Research group plans to test fire-fighting and monitoring operations at a private property in Firebaugh, California. Google's sister company, the Alphabet-owned Wing, already has FAA approval to test out commercial drone deliveries.

Flying robots suggest bees can't rely on instinct to land on flowers

New Scientist

Honeybees move quickly from flower to flower, landing easily on each one in turn – but a study involving small drones suggests that the undertaking is more difficult than it looks, implying the bees rely on learning as well as hardwired instinct. Bees and other insects judge movement using what is called "optical flow" – basically the rate at which things are moving through the field of view. Optical flow is useful during landing too, particularly to help a bee decelerate.

Flying robots get FAA approval in first for drone sector


The FAA has authorized its first-ever approval to a company for use of automated drones without human operators on site. The move comes as the agency is putting new rules in place to evolve regulation of the broader enterprise drone paradigm in the U.S., which has lagged behind other developed nations in adopting industry-friendly commercial drone guidelines. Boston-based American Robotics, a developer of automated drone systems specializing in rugged environments, received the FAA approval last week, marking a first for the federal agency. "Decades worth of promise and projection are finally coming to fruition," says Reese Mozer, CEO and co-founder of American Robotics. "We are proud to be the first company to meet the FAA's comprehensive safety requirements, which had previously restricted the viability of drone use in the commercial sector."

The 5 Hottest Technologies In Banking For 2021


In the movie All The President's Men, Woodward and Bernstein meet their informant in a parking garage who tells them: "Follow the money." If you want to know which technologies are hot in banking, you should do the same. The truly "hot" technologies in banking are the ones that financial institutions invest in--not necessarily the ones the pundits talk about. At the end of the past seven years, Cornerstone Advisors has surveyed financial institutions to find out where their technology dollars will go in the coming year. In Cornerstone's What's Going On in Banking 2021 study, the top five technologies for 2021 are: 1) Digital account opening; 2) Application programming interfaces (APIs); 3) Video collaboration; 4) P2P payments; and 5) Cloud computing.