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AI robot cleaners leave the lab for China's living rooms
Beijing (AFP) - Beijing cleaner Lin Meiqiong found her work a little easier the day she was paired with an unlikely new colleague -- a tall, wheeled robot with AI-powered tidying skills. The 56-year-old and her white-and-silver partner, fitted with cameras and two mechanical claws, are part of a new human-robot cleaning service offered by Chinese household help platform 58.com. It's a baby step towards a future espoused by tech evangelists in which robots increasingly take over manual labour from humans -- though at the moment, such services are largely a data-gathering exercise for companies and a novelty for curious customers. "It's definitely different," Lin told AFP in between cleaning the kitchen and wiping down windows. "I used to have to do everything myself," she said. "It's reduced the workload a bit." The cleaning service, a collaboration between 58.com and Chinese robotics company X Square, costs 149 yuan ($22) for three hours and is available in Beijing and tech hub Shenzhen. Helped into the apartment by an X Square engineer, the AI-operated Quanta X1 Pro robot uses its cameras to identify areas it could spruce up. As Lin scrubbed the floor on her knees, it picked up rubbish and folded clothes strewn across a sofa. Grasping a pair of dark grey trousers, it raised its upper body to stretch the fabric taut, before laying it flat and arranging it into neat halves. The process took several minutes and resembled a child learning to fold clothes for the first time. Future iterations of the robot will respond to voice commands and even be able to chat, said the engineer, Hu Bowen. 'Better than a lab' Around 200 households have booked the service since it was rolled out in March. Tan Pei, who works in advertising and booked the robot to clean her Beijing flat, said she had chosen the service because she was interested to "see what it could do". "Even though it's not that perfect, there are still parts of it that surprised me," such as folding a pair of trousers "quite well", she said. China's robots have wowed audiences with fluid dancing and set-piece martial arts displays onstage, but their application and performance in real-life settings remains limited. For companies like X Square, the logic of launching an imperfect service lies in data collection for so-called embodied artificial intelligence. Unlike large language models trained on vast quantities of internet content, robots lack comparable real-world datasets. "We don't have a robot internet yet," Christoforos Mavrogiannis from the University of Michigan told AFP. "It is much more informative to put the robot out there and study what happens than staying forever in the lab." X Square engineer Hu said he sends his robots to work in a "completely unfamiliar environment". "That is very challenging, but this unfamiliar data is also very helpful for the robot's growth." As investment into embodied AI booms, similar trials in China include robots directing traffic in cities like Hangzhou or working on factory floors. On the domestic help front, firm GigaAI also plans to deploy 100 humanoid robots into households in central Wuhan this autumn for free home-service trials. Investors have poured more than 57.7 billion yuan ($8.5 billion) into China's embodied AI industry so far this year, already soaring past the total for last year as a whole, according to business database ITjuzi. 'Very elementary stage' But a myriad of hurdles stand in the way of widespread deployment. As the Quanta X1 Pro's clothes folding demonstrated, robots still can't match human dexterity. "Even though many companies are working on building better hands and building autonomy for hands, we don't have that yet," the University of Michigan's Mavrogiannis said. There are multiple regulatory issues even once the physical capability is there. Privacy will become a big issue, as robots would have access to huge amounts of personal data. "We don't know where that data is going, where it's located... who is looking at that information," said Valeria Alessandra Macalupu Chira from Queensland University of Technology. The safety of clients and their homes is another unresolved issue. "I think we are still at a very elementary stage," said Yang Jianfei from Singapore's Nanyang Technological University. Robots currently require supervision by humans who can activate emergency stop functions, he noted, and there are not yet recognised industry-wide safety standards. Experts agree broad adoption seems a long way off. Asked whether she thought robots would revolutionise her industry, cleaner Lin did not seem too concerned. "Compared with people, it's obviously still not quite there," she said. "After all, it's a robot."
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Video. China tests AI robot cleaners in homes
China is testing AI robot cleaners in Beijing homes, where machines assist human cleaners in early trials focused on data collection and domestic tasks. In a Beijing apartment, cleaner Lin Meiqiong works alongside an AI-powered robot on a domestic cleaning job. The 56-year-old says the machine makes the work slightly easier, even if it still needs close human help. The robot, part of a service run by 58.com with X Square, uses cameras and mechanical arms to pick up rubbish and fold clothes. It can identify mess in real time but still struggles with basic dexterity. Engineers say it is being tested in real homes in Beijing and Shenzhen to gather data for future AI systems, rather than as a fully finished product. About 200 households have tried the service since March, paying 149 yuan for three hours. Developers say the aim is to train embodied AI in everyday settings. Experts, however, say wider use is limited by safety, privacy concerns and the current gap between human and robot skill.
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China is testing AI-powered cleaning robots in real homes across Beijing and Shenzhen, where machines work alongside human cleaners in early trials. About 200 households have tried the service since March, paying 149 yuan for three hours. The initiative by 58.com and X Square aims to collect real-world data to train embodied AI systems, though experts say widespread adoption faces hurdles including dexterity limitations, privacy concerns, and safety issues.
Beijing cleaner Lin Meiqiong, 56, recently found herself working with an unusual partner—a tall, wheeled robot equipped with cameras and mechanical arms designed to assist with household chores
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. The AI-powered cleaning robots are part of a new service launched by Chinese household help platform 58.com and X Square, a robotics company, marking a tentative step toward integrating machines into manual labor traditionally performed by humans2
. "It's definitely different," Lin told AFP, noting that the robot has "reduced the workload a bit" even as she continues to handle most tasks herself1
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Source: France 24
The cleaning service costs 149 yuan ($22) for three hours and is currently available in Beijing and Shenzhen, two of China's major tech hubs
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. Since the pilot service rolled out in March, around 200 households have booked the experience, many driven by curiosity about what these machines can accomplish1
. The Quanta X1 Pro robot uses its cameras to identify areas that need attention and can pick up rubbish and fold clothes, though the process resembles "a child learning to fold clothes for the first time," taking several minutes to complete basic tasks1
.For companies deploying AI robot cleaners in homes, the current imperfections are less important than the data-gathering exercise underway. Unlike large language models trained on vast internet content, embodied AI systems lack comparable real-world datasets to learn from
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. "We don't have a robot internet yet," explained Christoforos Mavrogiannis from the University of Michigan, adding that "it is much more informative to put the robot out there and study what happens than staying forever in the lab"1
.X Square engineer Hu Bowen emphasized that sending robots to work in "completely unfamiliar environment" presents significant challenges, but this unfamiliar data proves "very helpful for the robot's growth"
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. Future iterations will respond to voice commands and engage in conversation, he noted1
. The early trials are designed to train these systems to handle domestic tasks in everyday settings where conditions vary dramatically from controlled laboratory environments2
.Investors have poured more than 57.7 billion yuan ($8.5 billion) into China's embodied AI industry so far this year, already exceeding last year's total investment, according to business database ITjuzi
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. This surge reflects growing confidence in future applications beyond household cleaning. Similar trials across China include robots directing traffic in cities like Hangzhou and working on factory floors1
. Firm GigaAI plans to deploy 100 humanoid robots into households in central Wuhan this autumn for free home-service trials, expanding the scope of these experiments1
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Source: Euronews
Tan Pei, a Beijing advertising professional who booked the service, said she was interested to "see what it could do" and found herself surprised by certain capabilities, such as the robot folding trousers "quite well" despite overall imperfections
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. While China's robots have impressed audiences with fluid dancing and martial arts displays, their real-world performance remains limited, making these home deployments critical testing grounds1
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Despite the investment and enthusiasm, multiple obstacles stand between current prototypes and broad deployment. The robots still struggle with basic dexterity that humans take for granted. "Even though many companies are working on building better hands and building autonomy for hands, we don't have that yet," Mavrogiannis acknowledged
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. As the Quanta X1 Pro's laborious clothes-folding demonstrated, machines cannot yet match human skill in manipulating objects2
.Privacy concerns loom large as these machines would access enormous amounts of personal data through their cameras and sensors. "We don't know where that data is going, where it's located... who is looking at that information," said Valeria Alessandra Macalupu Chira from Queensland University of Technology
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. Safety remains another unresolved issue, with robots currently requiring human oversight to activate emergency stop functions and no recognized industry-wide safety standards yet established1
.Yang Jianfei from Singapore's Nanyang Technological University summed up the current state: "I think we are still at a very elementary stage"
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. Cleaner Lin Meiqiong appeared unfazed by concerns that robots might replace her profession. "Compared with people, it's obviously still not quite there," she said. "After all, it's a robot"1
. Experts agree that resolving these regulatory hurdles and technical limitations means widespread adoption remains years away, even as companies continue gathering the data needed to tidy spaces more effectively and eventually reduce reliance on manual labor2
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