Innovation — 137 insights
Physical AI ‘space race’: can Europe compete with China and the US in humanoid robotics?
Innovation

Physical AI ‘space race’: can Europe compete with China and the US in humanoid robotics?

At the 2026 Machina Summit, European executives identify severe data training bottlenecks as a major obstacle – and urge policymakers to act “You see China and the US … because of AI … typically they are considered the leaders, but do not count out Europe,” said David Kehr, president of Humanoid Robotics, a division of German firm Schaeffler Technologies. Traditionally focused on automotive and industrial components, the Bavaria-based company entered the sector in January through a partnership with UK start-up Humanoid. Under the deal, Schaeffler supplies the actuators – mechanical joints and motors that power a robot’s movement – and plans to deploy the British firm’s AI models across its own factories. Speaking on the main stage at Machina – an inaugural one-day summit held in Paris on Tuesday that positions itself as the continent’s leading event dedicated to the industry – Kehr identified safety standards and faster training speeds as the industry’s primary hurdles. Europe could lead on global safety standards, he said, but cautioned that lawmakers must strike a careful balance. Regulation must not become so heavy that it “stifles” the continental humanoid and physical AI market, he warned.

China weighs open-weight AI’s security risks against national tech innovation strategy: researchers
Innovation

China weighs open-weight AI’s security risks against national tech innovation strategy: researchers

As cutting-edge models like Zhipu AI’s GLM-5.2 rapidly close the performance gap with frontier models, policy analysts warn a regulatory shift may be imminent Traditionally, open-weight models – which allow anyone to download code for free and run it on local hardware – have lagged months behind proprietary frontier models. But recent releases from Chinese labs have significantly narrowed that gap. But as these AI models advance rapidly, analysts warned that a regulatory response could be on the horizon. “As open-weight models approach the kind of cyber and biosecurity risks of Mythos and other leading-edge models, China may make the same calculation as the US and find them to be too dangerous to be released, especially in open form,” said Mark Witzke, a non-resident scholar at the University of California San Diego who researches US-China tech policy.

World working together ‘as one ecosystem’ on RISC-V chip research: executive
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World working together ‘as one ecosystem’ on RISC-V chip research: executive

Alibaba vice-president Qi Xiaoning says global tech firms continue to build a unified, open-standard ecosystem amid rising geopolitical barriers “When we use a single architecture, people from different continents, different cultural backgrounds, we get together, we work together and make friends,” Qi, a semiconductor veteran, told the audience. “And also like trade, [we] promote friendship between different countries.” “Collaboration [in RISC-V] is already the reality; it’s happening.” RISC-V, which stands for fifth-generation reduced instruction set computer, is an open-standard instruction set architecture and a highly accessible blueprint that enables users to design central processing units (CPUs).

Glass crashes slashed? Ant Group embodied AI unit claims breakthrough in robot sensing
Innovation

Glass crashes slashed? Ant Group embodied AI unit claims breakthrough in robot sensing

New perception model for embodied AI surpasses dominant rival from Meta Platforms at smaller scale with less training, firm claims It was the first model of its kind trained specifically to recognise the edges of objects, the firm said. This allowed the AI to pinpoint boundaries with high precision – down to a fraction of a single pixel – giving robots a sharper understanding of the 3D spaces around them, it added. According to a research paper published by the Robbyant team, LingBot-Vision surpassed the 7-billion-parameter DINOv3 across multiple metrics on the NYUv2 depth-estimation benchmark. It achieved this using one-seventh as many parameters and less than a third of the training data, according to the benchmark. The new vision model serves as the critical engine driving LingBot-Depth 2.0.

Huawei’s new computing cluster, world’s first AI agent phone to debut at China AI summit
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Huawei’s new computing cluster, world’s first AI agent phone to debut at China AI summit

China’s shipments of AI phones and computers are expected to overtake non-AI gadgets this year The coming World Artificial Intelligence Conference (WAIC) is set to feature major new product releases, such as Huawei Technologies’ next-generation computing cluster, as China doubles down on AI in the global technology race. This year’s WAIC, the ninth since 2018 and running from July 17 to 20 in Shanghai, would include the first physical display of Huawei’s Atlas 950 SuperPoD, Tang Wenkan, director of the Shanghai Municipal Commission of Economy and Informatisation, said at a press briefing on Tuesday. Huawei initially unveiled the computing cluster, powered by 8,192 Ascend neural processing unit (NPU) cards, last year. The product is optimised for AI neural networks and machine learning tasks and applications. Debuting at the conference would also be what Tang described as “the world’s first AI agent phone”, without naming the developer. Other highlights would include MiniMax’s M3 multimodal model, an agent operating system from StepFun, and a near-memory computing 3D chip from Dongfang Suanxin, as well as new humanoid robots and dexterous robotic hands.

China’s chip equipment rally faces earnings test as memory boom fuels bets on local tools
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China’s chip equipment rally faces earnings test as memory boom fuels bets on local tools

With first-half earnings season looming, the question for the semiconductor industry is whether results can justify stock rally China’s semiconductor equipment industry is heading into the first-half earnings season under intense scrutiny, as a broad stock rally turns one of the tech sector’s least visible niches into a crowded investor trade. The rally has swept across makers of etching, thin-film deposition, cleaning and testing machines, among others, reflecting bets that China’s next round of chip spending will benefit a wider group of domestic suppliers. Other listed suppliers, including Kingsemi, Hangzhou Changchuan Technology, Accotest, Skyverse Technology and Wuhan Jingce Electronic Group, have also been swept up in the enthusiasm. The question now on observers’ minds is whether earnings results can justify the sharp re-ratings. Investors are awaiting proof that memory-chip expansion, the shift to advanced packaging and Beijing’s self-reliance push are translating into hard orders, driving revenue growth and sustainable margins. A group of 14 major Chinese chip equipment firms tracked by Soochow Securities recorded combined revenues of 90 billion yuan (US$13.1 billion) in 2025, up 35 per cent year on year.

Patient Communication AI in a Hong Kong Hospital: A Privacy-First Architecture on AWS
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Patient Communication AI in a Hong Kong Hospital: A Privacy-First Architecture on AWS

[The content of this article has been produced by our advertising partner.] The Radiology Department fields a steady flow of enquiries from many patients at the same time, arriving at all hours of the day and night, often stretching over days or months as patients consider their options or return after consulting their referring doctor. Each time a conversation resumes, staff have to pick up where it left off. The underlying work is complex too: 1,000+ distinct examination items, each with pricing logic that depends on modality, contrast, anatomy, and applicable packages, and referral letters that arrive as photos with handwritten notes and mixed-language text. Doing all of this accurately, quickly, and around the clock is genuinely demanding, and simply hiring more staff is not a sustainable solution. Yet the patient experience is straightforward. A patient sends a referral letter via a dedicated WhatsApp channel to the Department. Within minutes, they receive a reply in their own language. The correct examination is identified. A quotation is matched to the Department's pricing. The same experience runs at any hour, in either Chinese or English.

Alibaba wins reprieve on US lobbying after Pentagon blacklisted companies
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Alibaba wins reprieve on US lobbying after Pentagon blacklisted companies

Ruling gives Chinese firm temporary relief in closely watched legal battle that could decide whether Pentagon blacklist is legitimate A judge in the Northern District of California on Sunday ordered the Department of Defence not to enforce a lobbying prohibition against Alibaba while the court considered the firm’s constitutional challenge to the statute, according to the latest US court filings. The order was not a final response to Alibaba’s lawsuit challenging its inclusion on the blacklist but would provide temporary relief from the lobbying restriction, and marked a twist in the firm’s legal battle with the Pentagon – a dispute closely watched as part of the broader US-China technological rivalry. “We are pleased that, for purposes of the lobbyist-contracting ban, Alibaba will not be treated as a Chinese military company and will have proper channels to communicate our views and address concerns,” an Alibaba spokesperson said on Monday. The initial lobbying blackout stemmed from the Pentagon’s designation made under the National Defence Authorisation Act, which barred the Department of Defence from entering into contracts with any firm employing lobbyists who also represented companies on the blacklist.

Global robotaxi market set to hit US$1t by 2040 as China tech costs plummet: Morgan Stanley
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Global robotaxi market set to hit US$1t by 2040 as China tech costs plummet: Morgan Stanley

The cost of parts per vehicle for Chinese-made robotaxis was expected to drop to between US$35,000 and US$40,000 in 2027 The global robotaxi sector is on track to become a US$1 trillion market by 2040, according to Morgan Stanley, with Chinese players like Baidu, Xpeng and WeRide primed to be regional front-runners alongside global leaders Tesla and Waymo. In a research note on Friday, the US investment bank forecast that falling manufacturing costs in China would act as a “major underappreciated accelerant” for the industry. Driven by cheaper supply chains, the cost of parts per vehicle for Chinese-made robotaxi solutions was expected to drop to between US$35,000 and US$40,000 in 2027, significantly lowering the barrier to mass adoption. Backed by lower hardware costs, rapid advances in artificial intelligence and clearer regulations, the bank expected robotaxi services to be able to cover the operating costs of vehicles by 2028, setting the stage for scaled commercial operations by 2030. While the US and China dominate the current landscape, Morgan Stanley noted that “Europe and broader Asia may emerge with increasing importance by mid-decade”.

Why Chinese youth aren’t booing AI, unlike American graduates
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Why Chinese youth aren’t booing AI, unlike American graduates

Giving young people a chance to help build the future with AI is more effective than a narrative in which they are its inevitable victims A technology one can build on feels like possibility. A technology being built on one’s prospects feels like fate. That, more than any technical difference in the machines, is what now separates many young Americans from many young Chinese in their attitudes towards AI. The graduate labour market was weakening before every effect could be blamed on AI: interest rates, overhiring and sectoral slowdowns all matter. Still, the experience is real. Recent US college graduates have faced unemployment above the overall workforce rate, with underemployment hovering above 40 per cent in recent data. For a 22-year-old, the question is not whether AI will transform productivity but whether the first job that once taught them how an industry works still exists.

China’s Biren seeks US$900m to fund GPU push and challenge Nvidia amid AI boom
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China’s Biren seeks US$900m to fund GPU push and challenge Nvidia amid AI boom

The company says 60 per cent of the fresh capital will be for commercialisation and mass production of next generation general-purpose GPUs Chinese artificial intelligence chipmaking champion Shanghai Biren Technology is raising HK$7 billion (US$892.5 million) to boost production of its graphics processing units (GPUs), joining a fierce domestic battle to capture Nvidia’s market share in the country amid a global AI boom. “Customers such as cloud service providers, AI data centres and enterprise customers are substantially expanding their AI computing deployments,” the company said in the filing. “Facing robust customers’ demand, the company takes the view that it is essential to maintain adequate capital to ramp up the production of the company’s next-generation [general purpose] GPU solutions in order to ensure timely fulfilment of orders,” it added. Shares of Biren rose over 2 per cent in early trading before closing 5.4 per cent lower on Monday. The stock has surged nearly 150 per cent since its initial public offering (IPO). The aggressive pace of fundraising comes as skyrocketing chip demand from China’s massive AI data centre buildout has sparked a race among local AI chip developers to scale up production.

China memory module giant’s first-half profit set to jump more than 600-fold
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China memory module giant’s first-half profit set to jump more than 600-fold

Longsys says net profit could reach up to 11 billion yuan, as strong demand and tight global wafer supply lift the downstream memory sector Shenzhen Longsys Electronics said on Friday evening that the net profit attributable to shareholders was expected to reach between 9.2 billion yuan (US$1.36 billion) and 11 billion yuan for the six months ended June 30, compared with just 14.8 million yuan a year earlier. That would represent year-on-year growth of between 62,204 per cent and 74,394 per cent, according to the company’s preliminary earnings forecast. Revenue was expected to reach 22 billion yuan to 25 billion yuan, compared with 10.2 billion yuan a year earlier. Longsys attributed the sharp improvement to stronger downstream demand and limited growth in global memory wafer capacity, which it said had created a favourable market environment for the semiconductor memory industry. The company also said it had renewed wafer supply agreements, including long-term agreements or memorandums of understanding, with several major global memory wafer suppliers, helping secure resources for future growth.