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The maker of the world’s largest chip has made a major AI breakthrough

Cerebras Systems, maker of the world’s largest processor, has broken the record for the most complex AI model trained using a single device.

Using one CS-2 system, powered by the company’s wafer-sized chip (WSE-2), Cerebras is now able to train AI models with up to 20 billion parameters thanks to new optimizations at the software level.

The firm says the breakthrough will resolve one of the most frustrating problems for AI engineers: the need to partition large-scale models across thousands of GPUs. The result is an opportunity to drastically cut the time it takes to develop and train new models.

Technology helps self-driving cars learn from their own memories

An autonomous vehicle is able to navigate city streets and other less-busy environments by recognizing pedestrians, other vehicles and potential obstacles through artificial intelligence. This is achieved with the help of artificial neural networks, which are trained to “see” the car’s surroundings, mimicking the human visual perception system.

But unlike humans, cars using have no memory of the past and are in a constant state of seeing the world for the first time—no matter how many times they’ve driven down a particular road before. This is particularly problematic in adverse weather conditions, when the car cannot safely rely on its sensors.

Researchers at the Cornell Ann S. Bowers College of Computing and Information Science and the College of Engineering have produced three concurrent research papers with the goal of overcoming this limitation by providing the car with the ability to create “memories” of previous experiences and use them in future navigation.

Volvo unveils hydrogen-powered truck with 1,000km range

Swedish truck manufacturer Volvo Trucks has unveiled a hydrogen fuel cell truck which the company claims will have a range of up to 1,000 kilometres and a refuelling time of less than 15 minutes.

The hydrogen fuel cell truck will join other zero-emission truck options already on offer, battery-electric trucks and trucks that run on renewable fuels such as biogas.

“We have been developing this technology for some years now, and it feels great to see the first trucks successfully running on the test track,” said Roger Alm, president of Volvo Trucks.

Texas plans to place charging stations for electric cars every 50 miles on most interstates

AUSTIN, TexasTexas is planning to add enough electric vehicle charging stations throughout the state to support 1 million electric vehicles with dozens of new stations to allow for easier long-distance travel.

In a draft plan released this month, the Texas Department of Transportation broke down a five-year plan to create a network of chargers throughout the state, starting along main corridors and interstate highways before building stations in rural areas.

The plan is to have charging stations every 50 miles along most non-business interstate routes.

5 Predictions from Old Sci-Fi Movies About the 21st Century That Actually Came True

Science and technology have advanced incredibly in the 21st Century. It’s easier now than ever to travel to or talk to people who live halfway across the world, and we now are more connected to advanced technology than anyone could have thought possible. Science fiction, in the 20th and 21st Centuries, has strived to anticipate just how far this technological advancement would go, and what the consequences of that would be.

Of course, a lot of old sci-fi movies included tropes about the 21st Century that proved to be wrong. Indeed, it was probably too optimistic, in hindsight, to assume we would get flying cars before the end of the 90s or that the 2000s would have lifelike androids running around. Despite these incorrect predictions, though, there are some movies that were eerily accurate, or even predicted we would have technology later than we eventually got access to. In some cases, sci-fi has even been the inspiration for invention, with people wanting to emulate what they saw on television. These are some predictions, made by older sci-fi movies, that turned out to be on the money.