Xiaomi already has its own AI model for robots. At the moment, he’s great at taking apart LEGOs and folding towels.

It has been a long, long time since Xiaomi stopped being a mobile company. Today the company’s tentacles reach all types of sectors, from mobile and household appliances until cars, chip design and, from now on, robotics. And the Chinese company has just presented its first vision, language and action model for robotics. Its name: Xiaomi-Robotics-0. What is this about?. Xiaomi-Robotics-0 an open-source model whose code can be found in GitHub and HugginFace. As the company explains, this model has been optimized to offer “high performance, speed and smoothness in real-time executions.” We should not think of this model as an AI capable of making a robot run and jump like a human, but rather one capable of making a “simple” robot understand its surroundings and know how to make the optimal decision without, for example, destroying whatever it has in its hands. About the robots. When we talk about AI applied to robotics we are not just talking about a robot being able to move. The device must know and understand that it should not apply the same force when holding a brick as it does when holding a cat, for example. In that sense, there has to be an understanding of the visual, an understanding of what is being seen and an appropriate execution of actions: this is a brick > it is a heavy object > I have to apply more force to hold it and move it from one side to the other. Xiaomi-Robotics-0 results in the benchmarks | Image: Xiaomi The benchmarks. Xiaomi has achieved, as detailed on the project website, very good results in the benchmarks I RELEASE (measures knowledge transfer), SimplerEnv (measures performance in real simulations) and CALVIN (measures performance in tasks conditioned by language). According to the company, Xiaomi-Robotics-0 “achieves high success rates and robust results in two challenging two-handed tasks: disassembling LEGOs and folding towels.” The fun of training. Every AI model draws from a training dataset. In the case of Xiaomi-Robotics-0, a 4.7 billion parameter model, the dataset consists of 200 million time steps of robot trajectories and more than 80 million samples of general vision-language data, including 338 hours of LEGO disassembly videos and 400 hours of towel folding videos. The results. The company claims in the paper that its model is capable of disassembling complex LEGOs of up to 20 pieces, adapting the grip in real time to avoid errors, using only one hand to place the towel correctly and folding it or, if you pick up two towels from the basket, take one of them, leave it in place and fold only one. This demonstrates an interesting capacity for adaptation and learning that, although it may seem trivial on paper, has its value if we think about industrial and even domestic robots. Beyond. What this model is demonstrating is being able to adapt to complex and unpredictable geometries, such as that of a towel thrown in a basket, and to understand the, let’s say, “soft physics.” On a towel it may seem like a small thing, but let’s think about manipulating human tissues in an intervention, for example. Same with LEGOs. It’s not just disassembling them, it’s understanding the position of the blocks, how they fit together, what force to apply and at what angle so as not to break them. Let’s think about a robot that removes debris. An industrial robot has historically been programmed with fixed coordinates, that is, moving something from point A to point B. A robot with AI like the one proposed by Xiaomi would be much more versatile. The first robot learns movements, the second robot learns tasks, and the difference is a world. If we think about a distant future in which there are domestic robots, a robot cleaning dust from a shelf will not be the same as knowing how to identify objects, decorations, etc., and understanding that it must move them to avoid throwing them away and cleaning them thoroughly. Cover image | Xiaomi In Xataka | A Chinese company boasts another limit in robotics: it ensures that its new humanoid robot runs like an elite athlete

They are the players who steal their iconic towels. And with impudence

Wimbledon is tradition. The British tournament that started in 1877 has become one of the great events of world sport and this year introduced a technological novelty: replace line judges for an AI. It is a change that has already brought controversybut there is something that does not change is that players love to steal Wimbledon towels. So much that it has gone from being a headache for the tournament with simple resignation. And the funniest thing is that players have no qualms about detailing their ‘tricks’ to get the coveted loot. Specials? We might think that a towel is nothing with the more than 53 million pounds that are They will distribute This year during the competition, with three million only for the individual and female individual winners. But the towels, protagonists of fights in the stands, are also part of that loot that players want. The two designs this year They are “normal” towels. Manufactured by the British company Christy for 38 years, they measure 133 x 70 centimeters, weigh 500 grams and are made completely cotton. The male towels are always the same, with the “butter” letters and a purple and green design. The female were changing every season (although recently That is over and everyone receives the same) and a cult has been aroused around these towels, which even They announce His designs before tournaments. Bite in towels. As each element of a sport, especially if used by the star you have gone to see, a towel can become a Collection objectlike a ball or a doll. However, we are not talking about the towels being popular only among fans: the real problem of the tournament is with the players. How far? As we read in The Timesthe tournament had about 7,000 towels in stock this year with a single purpose: that they were a tool for players. Until last Thursday, when only the first rounds of the competition had been played, they had already distributed 2,799 towels. The players know that they must return them (not mandatory, but they will be asked for) before going to the locker room at the end of the game, and the All England Club – those responsible for the event – usually do it, but of those 2,799 distributed, only 828 returned to where they should. Modus operandi. The question is how they do it with all the cameras pointing and knowing that the theft of towels is A controversy Internal that the tournament has been dragging for years. The short answer is that the big stars, directly, do not care that the cameras point them. In fact, some tell how several dozens of towels get during their career. At the beginning of the game, each player receives two towels and, if the games lengthen and sweat more, or if it begins to rain, they can ask for an additional chair judge. They are extremely conservative numbers of the tournament because reality is very different. As we read in BBCDjokovic is one of those proper names. He says that, as soon as the game begins, one gets into the racket bag. And, in the middle of the meeting, ask for another due to sweat. Another way is that of Tracy Austin, who said he takes advantage of the rain stops to get some extra and that he usually ends four at the end of the game. So that? For what you are thinking: give it away To friends and family because, as Austin said, it is not enough to buy one of the memories store (they sell the same for 60 euros and that also sells your own Christy Online), it must be the authentic players. And there is no request for requests because it depends on the chair judge and it would be rare for him to refuse. In the end, the one that they use most is that towel with ice inside The big blow. Here are those who have more or less great collections. Djokovic has a good trousseau to give away and Serena Williams also commented on BBC that has towels since 1997 of both women and men. Rafa Nadal is another of the players that each game can end a good booty of towels. The amount of sweat depends on each person and there are times when even We have seen Nadal loading with a garbage bag full of these objects. According to the Official numbersare returned between 15% and 20% of the towels each championship and, although Wimbledon not short of funds, it is estimated that this habit of the players generates losses of $ 160,000. With the greats it is a “joke.” With the “little” no. It seems that the All England Club does not put too much effort to recover the towels of the stars, but in Wimbledon there are also minors who are emerging and there they have taken measures. If you have seen a Wimbledon game in which a white towel is distributed, it is because it is one of the destined to the Junior tournaments and the tennis players invited by the championship. They are given a Wimbledon officer of that year, but the second is white, without any distinctive and, of course, much less glamorous because if you give it to Wimbledon or anywhere else. Resignation. What All England Club is clear is that they will not be chasing anyone. They already ask for the towels back educated, but in this year’s edition, Winston Sedgwick, of the logistics team of the event, said in The Times that players know perfectly that they give towels and that there is no limit. “We used to expect them to return them, that’s why we asked them to try to recover them, but that will no longer be done.” “It’s like when you’re going on vacation and you bring back a souvenir home,” says Sedgwick with resignation. And what I am clear is that I am going to look much … Read more

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