-
Sherilyn Smith Encourages Women to Embrace Scars as Symbols of Resilience
-
Korea's Severe Asthma Patients Blocked from Biologics by Restrictive Reimbursement Rules
-
Belgium Signs Contract for 20 Rheinmetall Skyranger Air Defence Systems
-
Shanghai Science and Technology Museum Signs Pacts With London and Ottawa Institutions at CIIE
-
Fulcrum Metals PLC Announces Fulcrum to Increase Shareholding in Loyalist
-
New Gold IRA Investing Guide Explains How to Buy Gold in an IRA for American Consumers
-
InterContinental Hotels Group PLC Announces Transaction in Own Shares - November 10
-
Spectrocell Strengthens Product Discovery and Customer Engagement with Bioz Badges
-
3D Induced Polarization Survey Identifies a Large Drill Target at East Goldfield
-
Apex Extends Trinity Zone in West Step-out Drilling With 2.52% REO Over 223.3 m and 2.49% REO Over 123.3 m at Rift
-
Zomedica Announces "Third Friday at Four" Webinar on November 20, 2026: The People Behind Zomedica - Seven Guiding Principles in Action, and Q3 Financial Results
-
Precigen Posts Strong Q3: PAPZIMEOS Net Revenue Rose 37%; Positive Cash Flow Achieved Ahead of Schedule
-
Geek+ Unveils 24/7 Warehouse Autonomy Plan to Advance Self-Optimizing, Around-the-Clock Operation
-
Gamma Resources Announces Planned Radon Flux Baseline Survey at Mesa Arc Uranium Project in New Mexico, Provides Update on Project Timelines
-
China Explores a New Pathway for Medical AI: Bridging R&D Innovation and Clinical Adoption
-
Critical Elements' 10,000-Meter Summer Drill Program at Rose West Continues to Deliver Positive Results
-
KIFFIK Biomedical Recognized as Top Biomarker Access Technology 2026 by Life Sciences Review
-
RBI Data Reveals Divergence in Credit Card Spending and Debit Card Cash Withdrawals
-
First-time boat buyers advised to assess full ownership costs
-
Panthers expected to begin 2027 NRL season away from new stadium
-
Planning and preparation can reduce stress of interstate relocation
-
Sweet As app launches restaurant discovery platform
-
Two more arrested in Carrie Mullane suspected murder investigation
-
Phoenix Restaurants Offer Thanksgiving Dinner to Go for Pickup
-
MLA seeks inquiry into reported sectarian gestures on Ormeau Road
-
Mayo school appeals for information after convent and chapel vandalism
-
Louise O’Reilly attacks Simon Harris over unemployment remarks
-
Virginia overwhelms Arkansas 91-72 behind balanced scoring
-
Canadian soldier Aidan Goulding remembered at Vancouver funeral
-
Second major storm brings destructive winds and outages to British Columbia
-
Tayyab Arif hits 57 on Pakistan Test debut against Sri Lanka
-
Godzilla Minus Zero leads North American box office with $31.6m
-
Robert Trujillo discusses literacy and social justice children’s books
-
Advocate calls for coordinated support for children facing trafficking
-
Civil rights advocate William Bill Tucker dies aged 98
-
Medicare Open Enrollment Ends Dec. 7: Review Your Coverage Options
-
Pennsylvania Democrats secure state trifecta in midterm elections
-
US Treasury order targets bank transfers linked to crypto exchange MEXC
-
Godzilla Minus Zero sets foreign-language box-office opening record
-
Nvidia CEO Controversy Sparks Fears of Tighter U.S. AI Chip Curbs for Samsung and SK hynix
-
Eagles record six sacks as rushing attack struggles against Giants
-
Villeneuve teases James Bond casting at Los Angeles museum gala
-
Thames Water seeks to delay £12bn in debt repayments
-
Nottinghamshire launches specialist rural crime policing team
-
Newark boxing gym expands alternative education programme
-
China confirms talks over possible Xi-Putin-Trump summit
-
Democrats consider impeachment drive against Defence Secretary Hegseth
-
Rail journey offers a slower route to a Berlin city break
-
Energy bill plan could use HMRC income data to target support
-
Arsenal control title race as Manchester United fall into bottom three
Humanoid resources: China's robots search for workforce breakthrough
A horde of schoolchildren watched excitedly as a diminutive humanoid tour guide named Wuji welcomed them to a robot school in eastern China, gesticulating theatrically as it described the institute's aspiration to train the mechanical workforce of the future.
A steady buzz is growing around China as advanced robotics emerges as the next frontier of the global AI boom, encompassing both investor enthusiasm and alarm from rivals such as the United States.
Hundreds of companies are taking part in the World Robot Conference in Beijing on Wednesday, the same day national champion Unitree made its much-anticipated stock market debut.
The firm's shares jumped over 600 percent on opening, but the frenzy is very much a bet on the future, with commercial application of even the most sophisticated humanoids currently limited.
When AFP met Hangzhou Robot School's Wuji -- a customised Unitree model -- it asked visitors to bear with it as it showed them around the school's reception.
"I'm still in my training period, so I'm feeling a little nervous," the self-described "intern" said in an earnest female voice, explaining how the school provided tailored courses and certification for specific robot jobs.
Unitree humanoids are among the world's most recognisable, having wowed audiences with fluid martial arts dances and robot-on-robot kickboxing skirmishes.
However, in its prospectus, the company said large-scale commercial deployment "still faces uncertainty, with a risk that progress will fall short of expectations".
Experts say the holy grail -- machines capable of independently reacting to the unpredictability of any real-life situation -- is a long way off for any company.
"Training the 'brain' (of a robot) is a very difficult task," Zhu Tianle, an engineer at the robot school, told AFP.
"Although we have built up a certain level of technical expertise, enabling robots to understand the world remains a global challenge."
"The challenge goes way beyond just putting AI into a robot," said Lian Jye Su from technology research group Omdia, who dislikes the term "physical AI" for downplaying the complexity of the hardware solutions needed.
"As a consumer you might think: my old folks can already talk to ChatGPT, so surely a robot will soon be able to take care of them. The reality is we are extremely far from that future."
- 'Real-world application' -
Beijing has thrown its weight behind narrowing that timeframe, calling for the sector's development in its last two five-year plans.
The manufacturing supply chain is already comprehensive, sharing many similarities with that of electric vehicles.
"The next phase of the industry is less about demonstrating that a robot can walk and more about demonstrating that it can perform economically useful tasks," Morningstar equity analyst Kangyuxiao Li told AFP.
That is the premise of Hangzhou Robot School, run by Zhejiang University (ZJU) with support from local government.
It aims to help companies bridge expertise gaps "to move towards real-world application", said Zhao Han, deputy director of the ZJU institute behind the school.
AFP did not see many "students" when visiting earlier this month, but the size of the training room was a clear statement of intent.
Companies enrol robots, who are evaluated and given training tailored to their "future role in the workplace".
The school will issue qualifications confirming a machine's ability to do a specific role -- "much like a human's graduation certificate", said Zhao.
Robots are popping up more in everyday life in China, with trial jobs including directing traffic, cleaning houses or working on factory floors.
Aside from hardware issues, large-scale deployment requires gathering huge amounts of data -- the real-world equivalent of the online content large language models train on.
At one training company visited by AFP, humans holding what looked like PlayStation controllers repeated a single task -- folding clothes, moving blocks, spraying a canister -- as humanoid partners mirrored their actions.
Generally, an employee told AFP, a usable model required tens of thousands of hours of data.
- Tech race -
Beijing's strategic investment has not gone unnoticed.
In July, Washington banned the import of foreign humanoids and quadruped robots on national security grounds, effectively opening up a new front in the tech war.
China's advantages lie in manufacturing scale, supply chain integration and cost competitiveness, said Counterpoint Research's Ethan Qi, while the United States is "much stronger" on software and cutting-edge research.
AFP contacted multiple Chinese companies to ask for reaction to the ban, including main exporters Unitree, UBTECH and Agibot.
None replied, but industry insiders and analysts downplayed the effect on the overall sector.
"My sense is that companies are too busy chasing the next technical breakthrough and figuring out what actually scales commercially to spend much time on overseas markets," said Rui Ma, founder of the Tech Buzz China newsletter.
US sales make up a fraction of most companies' revenue, with China claiming more than 90 percent of the humanoid market, according to Counterpoint.
Omdia's Su cautioned that the danger to firms was more existential.
"The valuation that goes into all these companies is based on the fact that these robots will become general purpose, human-like at some point," he said.
"Failing to deliver that will be a very massive blow."
H.E.Young--AMWN