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[1]
After running and dancing, Chinese robot firms target household chores
BEIJING, April 21 (Reuters) - Humanoid machines slowly picked up litter and sorted out bouquets of flowers on Tuesday in a demonstration of how robots might eventually be used to complete fiddly household tasks. The event, hosted by startup X Square Robot on Tuesday in Beijing, was modest by the standards of an industry that has spent years showcasing robots that can sprint, flip and dance. But it pointed to a deeper shift under way: Chinese companies such as X Square Robot are trying to prove not what humanoids can do on stage but what value they can bring in the messy, unpredictable environments of everyday life. "The hardware is largely there," said Wang Qian, chief executive of startup X Square Robot, at the event. "But the brain hasn't caught up." SIMPLE CHORES REMAIN HARD FOR MACHINES That gap is becoming increasingly apparent as companies shift from pre-programmed demonstrations to real-world deployment. Chinese humanoid robots can complete half-marathons faster than elite athletes, but tasks that seem simple to the average human -- tidying a cluttered room, loading a dishwasher, or folding clothes -- remain stubbornly hard for these machines. "Why don't marathon robots face this challenge? Because what they mainly contend with is a constant gravitational field," said CEO Wang. "But when we manipulate things with our hands, if we are off by 0.1 millimetres, the whole task may fail." Repetitive actions such as running only require a robot to be trained on a relatively simple dataset. Navigating a household, where no task is ever exactly the same, requires a much more sophisticated artificial intelligence "brain" that can allow a machine to perceive gravity and light like human beings. X Square Robot, based in the southern Chinese tech hub of Shenzhen, says it has developed such an AI model, Wall-B, that was trained on data collected from more than 100 households, arguing that exposure to "noisy" conditions, from pets to clutter, is critical to improving performance. The model will be introduced into its home-cleaning robots in late May. Last month, X Square entered into a partnership with Chinese services platform 58.com that allowed users in Shenzhen to book a professional human cleaner and one of the company's home-cleaning robots. A 3-hour shift costs 149 yuan ($21.90) and the company says its machines have serviced over 50 households so far. HOUSEHOLD LABOUR MARKET POTENTIAL While consumer feedback has been mainly that the machine is slow and clumsy, CEO Wang argues that only by entering real households can the robots improve their ability to perform simple tasks. "Sometimes it may put slippers in the kitchen, or stop halfway through wiping a table to 'think'," Wang said, adding that whenever the robot malfunctions or is unable to complete a task, a company employee will intervene remotely. Wang pointed out that once the technology matures and robots become reliable household helpers, the potential market size would be enormous. "Household labour accounts for roughly 20% of GDP, so in theory this is a 20%-of-GDP market," he said. Founded less than three years ago, X Square Robot has raised billions of yuan over several fundraising rounds, including from Chinese tech giants investing heavily in AI, such as Xiaomi and Alibaba. Reporting by Eduardo Baptista; Editing by Alison Williams Our Standards: The Thomson Reuters Trust Principles., opens new tab * Suggested Topics: * Asia Pacific Eduardo Baptista Thomson Reuters Eduardo Baptista is a Senior Correspondent for Reuters based in Beijing, covering China's technology, space, and automotive industries. He has led enterprise and investigative reporting on China's military-linked companies, artificial intelligence and semiconductor supply chains, as well as macroeconomic and industrial policy. Baptista has reported from China for nearly a decade and holds a BA in History from the University of Cambridge.
[2]
After running and dancing, Chinese robot firms target household chores - VnExpress International
Humanoid machines slowly picked up litter and sorted out bouquets of flowers on Tuesday in a demonstration of how robots might eventually be used to complete fiddly household tasks. The event, hosted by startup X Square Robot on Tuesday in Beijing, was modest by the standards of an industry that has spent years showcasing robots that can sprint, flip and dance. But it pointed to a deeper shift under way: Chinese companies such as X Square Robot are trying to prove not what humanoids can do onstage but what value they can bring in the messy, unpredictable environments of everyday life. "The hardware is largely there," said Wang Qian, chief executive of startup X Square Robot, at the event. "But the brain hasn't caught up." Simple chores remain hard for machines That gap is becoming increasingly apparent as companies shift from pre-programmed demonstrations to real-world deployment. Chinese humanoid robots can complete half-marathons faster than elite athletes, but tasks that seem simple to the average human -- tidying a cluttered room, loading a dishwasher, or folding clothes -- remain stubbornly hard for these machines. "Why don't marathon robots face this challenge? Because what they mainly contend with is a constant gravitational field," said CEO Wang. But when we manipulate things with our hands, if we are off by 0.1 millimetres, the whole task may fail." Repetitive actions such as running only require a robot to be trained on a relatively simple dataset. Navigating a household, where no task is ever exactly the same, requires a much more sophisticated artificial intelligence "brain" that can allow a machine to perceive gravity and light like human beings. X Square Robot, based in the southern Chinese tech hub of Shenzhen, says it has developed such an AI model, Wall-B, that was trained on data collected from more than 100 households, arguing that exposure to "noisy" conditions, from pets to clutter, is critical to improving performance. The model will be introduced into its home-cleaning robots in late May. Last month, X Square entered into a partnership with Chinese services platform 58.com that allowed users in Shenzhen to book a professional human cleaner and one of the company's home-cleaning robots. A 3-hour shift costs 149 yuan ($21.90) and the company says its machines have serviced over 50 households so far. Household labor market potential While consumer feedback has been mainly that the machine is slow and clumsy, CEO Wang argues that only by entering real households can the robots improve their ability to perform simple tasks. "Sometimes it may put slippers in the kitchen, or stop halfway through wiping a table to 'think'," Wang said, adding that whenever the robot malfunctions or is unable to complete a task, a company employee will intervene remotely. Wang pointed out that once the technology matures and robots become reliable household helpers, the potential market size would be enormous. "Household labor accounts for roughly 20% of GDP, so in theory this is a 20%-of-GDP market," he said. Founded less than three years ago, X Square Robot has raised billions of yuan over several fundraising rounds, including from Chinese tech giants investing heavily in AI, such as Xiaomi and Alibaba.
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Chinese robotics firms are pivoting from showcase demonstrations to practical applications. X Square Robot deployed home-cleaning robots in Shenzhen households, charging $21.90 for 3-hour shifts. Despite being slow and clumsy, the company argues real-world deployment is essential for improvement, targeting a potential market worth 20% of GDP.
Chinese robots are shifting from impressive athletic feats to performing complex household chores, marking a significant transition in the robotics industry. At a demonstration hosted by X Square Robot in Beijing on Tuesday, humanoid robots slowly picked up litter and arranged flowers, showcasing capabilities far less flashy than the sprinting and dancing routines that have dominated industry showcases for years
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. This modest display signals a deeper strategic shift as Chinese companies attempt to prove the practical value humanoid robots can deliver in unpredictable, everyday environments rather than controlled stage performances.
Source: Reuters
While Chinese humanoid robots can complete half-marathons faster than elite athletes, tasks that appear simple to humans—tidying cluttered rooms, loading dishwashers, or folding clothes—remain stubbornly difficult for these machines. "The hardware is largely there," said Wang Qian, chief executive of X Square Robot, at the event. "But the brain hasn't caught up"
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. CEO Wang explained that marathon robots primarily contend with a constant gravitational field, while manipulating objects with hands requires precision where being off by 0.1 millimeters can cause complete task failure2
. Repetitive actions like running require training on relatively simple datasets, but navigating households where no task is identical demands sophisticated artificial intelligence capable of perceiving gravity and light like humans.
Source: VnExpress
X Square Robot, based in the Shenzhen tech hub, developed an AI model called Wall-B, trained on data collected from more than 100 households. The company argues that exposure to "noisy" conditions—from pets to clutter—is critical for improving performance
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. The model will be introduced into home-cleaning robots in late May. Last month, X Square Robot partnered with Chinese services platform 58.com, allowing users in Shenzhen to book a professional human cleaner alongside one of the company's robots. A 3-hour shift costs 149 yuan ($21.90), and the machines have serviced over 50 households so far2
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Consumer feedback has mainly characterized the machines as slow and clumsy, but CEO Wang maintains that only through real-world deployment can the robots improve their ability to perform simple tasks. "Sometimes it may put slippers in the kitchen, or stop halfway through wiping a table to 'think'," Wang acknowledged, adding that whenever the robot malfunctions or cannot complete a task, a company employee intervenes remotely
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. This approach prioritizes learning from messy, unpredictable household environments over perfecting controlled demonstrations.Wang pointed to enormous potential once the technology matures and robots become reliable household helpers. "Household labor accounts for roughly 20% of GDP, so in theory this is a 20%-of-GDP market," he stated
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. Founded less than three years ago, X Square Robot has raised billions of yuan over several fundraising rounds from tech giants investing heavily in AI, including Xiaomi and Alibaba1
. The substantial backing reflects confidence that household labor automation represents a transformative market opportunity, even as current capabilities remain limited and consumer feedback highlights significant room for improvement before these machines can reliably handle the complexity of real homes.Summarized by
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