self-driving car

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The first cars bold enough to drive themselves


Quevedo’s telekino of 1904 was the first step on the road to autonomous Waymos.

Credit: Aurich Lawson | Getty Images

No one knows exactly when the vehicles we drive will finally wrest the steering wheel from us. But the age of the autonomous automobile isn’t some sudden Big Bang. It’s more of a slow crawl, one that started during the Roosevelt administration. And that’s Theodore, not Franklin. And not in America, but in Spain, by someone you’ve probably never heard of.

His name was Leonardo Torres Quevedo, a Spanish engineer born in Santa Cruz, Spain, in 1852. Smart? In 1914, he developed a mechanical chess machine that autonomously played against humans. But more than a decade earlier, he pioneered the development of remote-control systems. What he wrought was brilliant, if crude—and certainly ahead of its time.

The first wireless control

It was called the Telekino, a name drawn from the Greek “tele,” meaning at a distance, and “kino,” meaning movement. Patented in Spain, France, and the United States, it was conceived as a way to prevent airship accidents. The Telekino transmitted wireless signals to a small receiver known as a coherer, which detected electromagnetic waves and transformed them into an electrical current. This current was amplified and sent on to electromagnets that slowly rotated a switch controlling the proper servomotor. Quevedo could issue 19 distinct commands to the systems of an airship without ever touching a control cable.

By 1904, he was using the Telekino to direct a small, three-wheeled vehicle from nearly 100 feet away. It was the earliest recorded instance of a vehicle being controlled by radio. After that, Quevedo demonstrated the system’s usefulness aboard boats and even torpedoes, but here the story slows. The Spanish Crown, cautious and reluctant to invest, withheld its support. Without funding, Quevedo couldn’t build and sell the Telekino.

But he had shown that a machine could be guided by signals. It would be more than a century before that notion would reach fruition. But that doesn’t mean others didn’t try.

Leave it to Ohio

Dayton, Ohio, August 5, 1921. The country was in the thick of the automotive age, and Dayton stood as one of its industrious nerve centers. General Motors had established a strong presence there with its Frigidaire Division, promising a future of electrified domestic bliss. Meanwhile, across town, engineers at Delco, the Dayton Engineering Laboratories Company, were refining the very heart of the automobile. This was a place where invention was not merely encouraged, but expected.

But on this particular summer afternoon, the most remarkable innovation did not come from the factory floor or the corporate drafting room. It came instead from the US Army, an outfit not usually known for whimsical experimentation. It sent a small, three-wheeled vehicle, scarcely eight feet long and fitted with radio equipment, rolling through the city’s business district. The vehicle moved without a driver. Some 50 feet behind it, Captain R. E. Vaughn of nearby McCook Field guided its movement by radio signal.

1926: A woman smiles and waves from the driver's seat of a Chandler convertible parked on a gravel road near a coastline. She wears an overcoat and a cloche hat

A 1926 Chandler. Obviously, this one is human-driven—you can tell by the human waving from the driver’s seat.

Credit: American Stock/Getty Images

A 1926 Chandler. Obviously, this one is human-driven—you can tell by the human waving from the driver’s seat. Credit: American Stock/Getty Images

Four years later, the spectacle reappeared. This time it was on the streets of New York City, where a crowd along Broadway watched as a 1926 Chandler, sitting quietly at the curb, came to life. The engine turned, the gears engaged, and it pulled smoothly into the stream of traffic before making its way up Fifth Avenue without a driver. Dubbed the “American Wonder” by its creator, Francis P. Houdina, the car responded to radio commands transmitted from a chase car. Signals were received by antennas atop the Chandler, where they triggered circuit breakers and small electric motors that operated the steering, throttle, brakes, and horn.

The idea proved too tantalizing to fade. In Cincinnati, a Toledo inventor named Maurice J. Francill took up the cause in 1928. Francill, who styled himself “America’s Radio Wizard,” demonstrated how radio control could move Ford automobiles without a driver. In a series of stage-like performances, he also milked cows, baked bread, and operated a laundry, all through radio command. By 1936, newspapers from Ohio to California were still reporting his feats.

“Francill claims that he can accomplish anything the human hand can do by radio,” the Orange County News observed. “Eight pounds [3.6 kg] of delicate brain-like radio apparatus was employed to control the lights, ignition system, horn and start the motor running. Five pounds [2.3 kg] of radio apparatus is required to guide the car.”

These vehicles may seem like novelties today, but they’re early proof that the automobile can be guided by something other than humans.

Detroit buys into the dream

The dream of a self-driving automobile did not vanish when these moments passed. It lingered, an idea returned to again and again, particularly in the years when America believed that anything was possible.

At the 1939 New York World’s Fair, General Motors offered a glimpse of that future with its enormous Futurama exhibit. Seated above a raised platform, fairgoers saw a miniature city where tiny electric cars moved serenely along highways without drivers. The cars, they were told, would one day be guided by radio signals and electric currents running through cables and circuits beneath the pavement, creating an electromagnetic field that could both power the vehicles and guide their course. It was a bold, imaginative vision—and characteristic of a time when modern engineering was forecast to remake the world.

After the war, engineers did not let the idea fade. They continued to work on the idea of communication between road and machine. At General Motors’ Motorama, a traveling showcase of the car’s newest vehicles and latest ideas, one display in 1956 captured the imagination of audiences across the country. GM unveiled a sleek, gas turbine–powered automobile, sheathed in titanium and brimming with the promise of autonomous driving.

GM's Firebird II concept from 1956

The Firebird II concept from 1956 could drive itself on special roads.

Credit: General Motors

The Firebird II concept from 1956 could drive itself on special roads. Credit: General Motors

Beneath certain stretches of highway, GM proposed laying an electronic strip. When the car traveled over it, sensors would lock onto the signal, guiding the vehicle automatically along its lane. The driver would simply lean back, hands free from the wheel, and watch the miles roll by. Onboard amenities inexplicably included an orange juice dispenser.

Proof of concept

By 1958, the idea became a reality. On a plain stretch of highway outside Lincoln, Nebraska, it was put to the test. The state’s Department of Roads embedded a 400-foot (121 m) length of the roadway with electric circuits, while engineers from RCA and General Motors brought specially fitted Chevrolets to test it. Observers watched as the driverless cars steered themselves, responding to the buried signal beneath the pavement.

A few years later, across the Atlantic, the United Kingdom’s Transport and Road Research Laboratory undertook its own experiments. Using a Citroën DS, they laid magnetic cables beneath a test track and sent the car down it at speeds of up to 80 mph (129 km/h). Wind and weather made no difference; the DS held its line faithfully.

Autonomy emerges in the modern age

Fast forward to 1986, and German scientist Ernst Dickmanns, as part of his position with the German armed forces, began testing an autonomously driving Mercedes-Benz using computers, cameras, and sensors, not unlike modern-day cars. Within a year, it was travelling down the Autobahn at nearly 55 mph (89 km/h). That was enough to capture the attention of Daimler-Benz, which helped fund further research.

Several years later, in October 1994, Dickmanns gathered his research team at Charles de Gaulle Airport outside Paris, where they met a delegation of high-ranking officials. Parked at the curb were two sedans. They appeared ordinary but were fitted with cameras, sensors, and onboard computers. The guests climbed in, and the cars made their way toward the nearby thoroughfare. Then, with the traffic flowing steadily around them, the engineers switched the vehicles into self-driving mode and took their hands off the wheel. The cars held their lanes, adjusted their speed, and followed the road’s gentle curves without driver intervention.

An illustration of a 1994 driverless car

The experimental driverless car VaMP (Versuchsfahrzeug für autonome Mobilität und Rechnersehen), which was developed during the European research project PROMETHEUS: (top left) components for autonomous driving; (right) VaMP and view into passenger cabin (lower right); (lower left) bifocal camera arrangement (front) on yaw platform.

Credit: CC BY-SA 3.0

The experimental driverless car VaMP (Versuchsfahrzeug für autonome Mobilität und Rechnersehen), which was developed during the European research project PROMETHEUS: (top left) components for autonomous driving; (right) VaMP and view into passenger cabin (lower right); (lower left) bifocal camera arrangement (front) on yaw platform. Credit: CC BY-SA 3.0

A year later, Dickmanns would travel from Bavaria to Denmark, a trip of more than 1,056 miles (1,700 km), reaching speeds of nearly 110 mph (177 km/h). Unfortunately, Daimler lost interest and cut funding for the effort. Dickmann’s project came to a halt, but the modern-day technology was in place to set the stage for what came next.

The military sparks innovation–again

By the turn of the century, the federal government had created a new research arm of the Pentagon, the Defense Advanced Research Projects Agency, or DARPA. Its mission was ambitious: to develop technologies that could protect American soldiers on the battlefield. Among its goals was the creation of vehicles that could drive themselves, sparing troops the dangers of roadside ambushes and explosive traps.

To accelerate progress, DARPA announced a competition to build a driverless vehicle capable of traveling 142 miles (229 km) across the Mojave Desert. The prize was $1 million, though the real prize was the knowledge gained along the way.

When race day arrived, the results were humbling. One by one, every vehicle failed to finish. But in the sun and dust of the Mojave, a community emerged, one of engineers, programmers, and dreamers who believed that the autonomous vehicle was not a fantasy but a problem to be solved. Twenty years later, their work has brought the idea closer to everyday reality than ever before.

By themselves, these efforts did not yet give the world the self-driving car. But these successful experiments demonstrate the ability to make a fantasy reality. It’s also a reminder that while the tech industry likes to position itself as a disruptor bringing self-driving cars to market, Detroit was dreaming about and demonstrating autonomous transportation long before Silicon Valley existed.

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Waymo leverages Genie 3 to create a world model for self-driving cars

On the road with AI

The Waymo World Model is not just a straight port of Genie 3 with dashcam videos stuffed inside. Waymo and DeepMind used a specialized post-training process to make the new model generate both 2D video and 3D lidar outputs of the same scene. While cameras are great for visualizing fine details, Waymo says lidar is necessary to add critical depth information to what a self-driving car “sees” on the road—maybe someone should tell Tesla about that.

Using a world model allows Waymo to take video from its vehicles and use prompts to change the route the vehicle takes, which it calls driving action control. These simulations, which come with lidar maps, reportedly offer greater realism and consistency than older reconstructive simulation methods.

With the world model, Waymo can see what would happen if the car took a different turn.

This model can also help improve the self-driving AI even without adding or removing everything. There are plenty of dashcam videos available for training self-driving vehicles, but they lack the multimodal sensor data of Waymo’s vehicles. Dropping such a video into the Waymo World Model generates matching sensor data, showing how the driving AI would have seen that situation.

While the Waymo World Model can create entirely synthetic scenes, the company seems mostly interested in “mutating” the conditions in real videos. The blog post contains examples of changing the time of day or weather, adding new signage, or placing vehicles in unusual places. Or, hey, why not an elephant in the road?

Waymo is ready in case an elephant shows up.

Waymo’s early test cities were consistently sunny (like Phoenix) with little inclement weather. These kinds of simulations could help the cars adapt to the more varied conditions. The new markets include places with more difficult conditions, including Boston and Washington, D.C.

Of course, the benefit of the new AI model will depend on how accurately Genie 3 can simulate the real world. The test videos we’ve seen of Genie 3 run the gamut from pretty believable to uncanny valley territory, but Waymo believes the technology has improved to the point that it can teach self-driving cars a thing or two.

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Self-driving Waymo cars keep SF residents awake all night by honking at each other

The ghost in the machine —

Haunted by glitching algorithms, self-driving cars disturb the peace in San Francisco.

A Waymo self-driving car in front of Google's San Francisco headquarters, San Francisco, California, June 7, 2024.

Enlarge / A Waymo self-driving car in front of Google’s San Francisco headquarters, San Francisco, California, June 7, 2024.

Silicon Valley’s latest disruption? Your sleep schedule. On Saturday, NBC Bay Area reported that San Francisco’s South of Market residents are being awakened throughout the night by Waymo self-driving cars honking at each other in a parking lot. No one is inside the cars, and they appear to be automatically reacting to each other’s presence.

Videos provided by residents to NBC show Waymo cars filing into the parking lot and attempting to back into spots, which seems to trigger honking from other Waymo vehicles. The automatic nature of these interactions—which seem to peak around 4 am every night—has left neighbors bewildered and sleep-deprived.

NBC Bay Area’s report: “Waymo cars keep SF neighborhood awake.”

According to NBC, the disturbances began several weeks ago when Waymo vehicles started using a parking lot off 2nd Street near Harrison Street. Residents in nearby high-rise buildings have observed the autonomous vehicles entering the lot to pause between rides, but the cars’ behavior has become a source of frustration for the neighborhood.

Christopher Cherry, who lives in an adjacent building, told NBC Bay Area that he initially welcomed Waymo’s presence, expecting it to enhance local security and tranquility. However, his optimism waned as the frequency of honking incidents increased. “We started out with a couple of honks here and there, and then as more and more cars started to arrive, the situation got worse,” he told NBC.

The lack of human operators in the vehicles has complicated efforts to address the issue directly since there is no one they can ask to stop honking. That lack of accountability forced residents to report their concerns to Waymo’s corporate headquarters, which had not responded to the incidents until NBC inquired as part of its report. A Waymo spokesperson told NBC, “We are aware that in some scenarios our vehicles may briefly honk while navigating our parking lots. We have identified the cause and are in the process of implementing a fix.”

The absurdity of the situation prompted tech author and journalist James Vincent to write on X, “current tech trends are resistant to satire precisely because they satirize themselves. a car park of empty cars, honking at one another, nudging back and forth to drop off nobody, is a perfect image of tech serving its own prerogatives rather than humanity’s.”

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