Mizkif recently returned to Twitch after his ban and spoke about Kai Cenat's subathon

An artificial intelligence system has achieved a key milestone by winning multiple races against three world-class drone-racing champions, marking the first time AI has beat humans at a physical sport. The AI system called Swift, developed by researchers from the University of Zurich in Germany and Intel, could prove its mettle in first-person view (FPV) drone racing – a sport in which pilots fly quadcopters at speeds exceeding 100kmph. Until now AI systems have achieved a number of remarkable victories over humans in a range of strategy-based games, including IBM’s Deep Blue winning at chess against Gary Kasparov in 1996 and Google’s AlphaGo defeating top Go champion Lee Sedol in 2016. However, physical sports are more challenging for AI as they are less predictable than board or video games. “We don’t have a perfect knowledge of the drone and environment models, so the AI needs to learn them by interacting with the physical world,” Davide Scaramuzza, one of the authors of the study from the University of Zurich, explained. AI-driven autonomous drones have until now taken twice as long as those piloted by humans to fly through racetracks unless an external position-tracking system was used to precisely control their trajectories. But the new Swift AI drone, described in a new study in the journal Nature, has demonstrated that it can react in real-time to the data collected by an onboard camera, just like the one used by human racers in the sport. Sensors on the drone measure acceleration and speed while the AI system uses data from the camera to locate the drone in space and detect the gates along the racetrack. A control unit in the drone, also based on AI, a control unit, then chooses the best action to finish the race circuit as fast as possible. Researchers say the Swift drone trained itself to fly in a simulated environment by trial and error. Using simulations, scientists could avoid destroying multiple drones in the early stages of learning when the system often crashes. “To make sure that the consequences of actions in the simulator were as close as possible to the ones in the real world, we designed a method to optimise the simulator with real data,” study first author Elia Kaufmann said. During the testing phase, the drone flew autonomously using very precise positions provided by an external position-tracking system, while also recording data from its camera. By comparing the two data sets, Swift could learn to autocorrect errors it made in interpreting information from the onboard sensors, scientists say. The AI was soon ready to challenge some of the world’s top human drone pilots – the 2019 Drone Racing League champion Alex Vanover, the 2019 MultiGP Drone Racing champion Thomas Bitmatta, and three-time Swiss champion Marvin Schaepper. In races that took place between 5 and 13 June 2022, on a special track designed in a hangar of the Dübendorf Airport near Zurich, Swift achieved the fastest lap, with a half-second lead over the best lap by a human pilot. The special track – about 25 by 25 meters in dimension – was built with seven square gates that had to be passed in the right order to complete a lap. Drones had to execute challenging maneuvers to successfully finish the track, including an acrobatic “Split-S” feature that involves half-rolling the drone and executing a descending half-loop at full speed. While Swift could record the fastest lap, humans are more adaptable than the AI drone, which failed when the conditions were different from what it was trained for, scientists say. However, they add that the new breakthrough in AI flight is an important way beyond drone racing. “Drones have a limited battery capacity; they need most of their energy just to stay airborne. Thus, by flying faster we increase their utility,” Dr Scaramuzza said. The new research, according to scientists, may lead to better drones for forest monitoring or space exploration, and in cases where flying fast is important to cover large spaces in a limited time. They say fast AI drones could also be used for shooting action scenes in movies and may also “make a huge difference” for rescue drones sent inside a burning building. Read More Ukraine launches ‘massive’ drone strikes on six regions of Russia – destroying war planes Ukraine-Russia war live: Kyiv’s huge drone attack as Putin floods frontline with ‘poorly trained troops’ To stop wildfires, residents in some Greek suburbs put their own money toward early warning drones Google launches AI to go to meetings for you Behind the AI boom, the armies of overseas workers in ‘digital sweatshops’ Nvidia sales hit record high as AI chip demand soars

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Apple is working on a “Watch X”, bring a major redesign and new features to its wearable, according to a new report. The new version will be thinner, bring new health features such as a blood pressure sensor and change the technology powering the screen, according to a new report from Bloomberg’s Mark Gurman. But the new version of the Watch might not arrive until next year, or even the year after that, he reported. As such, the new design would mark the 10th anniversary of the Watch, which went on sale in April 2015. Apple undertook a similar significant redesign for the 10th version of the iPhone, with the iPhone X. That also brought a new look, with a slimmer design and a display that wrapped all the way to the edge of the phone, and new technologies such as facial recognition. This year’s Apple Watch is expected to bring a new processor, which would be the first since 2020’s Series 6. Otherwise, it is expected to stay largely the same on the outside. That might give Apple more time to work on that rumoured “Apple Watch X”, for the years that would follow. As well as the new redesign and features, it might rely on a microLED screen that has not yet been seen in the Apple Watch. Apple has long been rumoured to be working on such screen technology for the Watch, to bring the brighter and more colourful screen technology to the small display. Rumours have suggested however that the company has struggled with the new technology, and hit problems with shrinking it down to the size of the Watch and allowing it to stay affordable. The other major feature update is said to be a blood pressure built into the Watch itself. Chief executive Tim Cook has repeatedly said that health is one of the big focuses of Apple’s work, and has been rumoured to be working on new sensors including blood glucose and blood pressure, presumably for its wearables. The redesign could have some drawbacks. The redesign will bring with it a new, magnetic way of attaching watchbands – which would presumably mean that existing Watch straps will not work with the Watch X. Until now, all versions of the Watch have been compatible with all of Apple’s straps, as long as they are the correct one of two sizes. Mr Gurman did suggest on Twitter that Apple or third-party manufacturers could create adapters to allow old straps to work on new Watches. Read More Apple Watch 7 pre-order: How to buy the new smartwatch in the UK Apple introduces new version of Watch with complete redesign iPhone 13 - live: UK contract deals and prices for Apple, EE and O2

Amouranth will soon be participating in a song project with Dream and Yung Gravy