How AI “Digital Employees” Are Transforming Factories, Hospitals and Even Trade Shows

Across China, companies are turning AI‑driven “intelligent agents” into real‑world coworkers that handle everything from product design to market research. At Zhejiang Youkela, a maker of decorative star lamps in Yiwu, the AI platform Wukong now scrapes sales data from dozens of e‑commerce sites, delivers daily trend reports to staff, and instantly parses thousands of customer comments to suggest new features like softer lighting or Bluetooth control. Designers vote on AI‑generated mock‑ups, cutting weeks of guesswork. The ripple effect is huge. A seismic‑science agent built on the Ditto model has already attracted 500 experts from 140 agencies, while finance firms use agents to pull registration, litigation and risk data into ready‑made reports. Sigo Technology’s Thingo platform combines large‑model reasoning with tool‑based execution, letting a single sentence trigger a full‑cycle workflow—from data retrieval to decision‑making. Growth is explosive: the domestic market for enterprise agents topped 23.2 billion yuan in 2025, expanding at a 120 % annual rate. At the same time, regulators are tightening standards to guard against privacy breaches and unauthorized actions, issuing a joint “Implementation Opinions” framework that stresses security, ethics and reliability. As AI agents become trusted “digital employees,” they promise to boost efficiency, cut costs, and reshape how every industry works.

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Chasing Perfection with AI: Why Our Quest Can Trap Creativity

Chasing Perfection with AI: Why Our Quest Can Trap Creativity

Large language models are getting so good that many of us start treating them like magic wands that can instantly deliver the "perfect" answer. This creates a psychological treadmill: the more we rely on AI, the more we expect flawless results, and the harder it becomes to be satisfied with anything less. Over time, our decision‑making shifts from gut‑feel and experience to pure data‑driven formulas, and we trade a rich mix of values for a single, efficiency‑focused goal. The paradox is that the very tools meant to unleash our imagination can end up tightening the cage. As AI iterates ideas faster than we can evaluate them, real‑world limits—time, budget, feasibility—fade away, but our hidden biases quietly set new boundaries on what we consider creative. A classic story about a wheel‑maker who could not put his craft into words illustrates this tension: some knowledge is tacit, learned by doing, not by reading. Modern AI tries to bridge that gap through "bidirectional knowledge distillation," turning human intuition into data the machine can learn from, and feeding AI insights back to sharpen our instincts. The emerging "human‑AI symbiotic creativity" model pairs AI’s massive pattern‑finding power with human expertise and intuition. The key, experts say, is to keep the partnership balanced—using AI to amplify, not replace, the nuanced, experiential wisdom that fuels true innovation.

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Ancient ‘White Hydrogen’ Found in Canadian Rocks Could Power a Greener Future

Scientists have uncovered a surprising source of hydrogen—often called “white hydrogen”—trapped in a billion‑year‑old rock formation deep within Canada’s Shield. Unlike the hydrogen produced in factories from natural gas, this natural hydrogen leaks straight from the Earth’s crust, offering a cleaner, cheaper alternative that doesn’t rely on fossil fuels. The discovery suggests that vast underground reservoirs of this gas may exist worldwide, waiting to be tapped for everything from fuel‑cell vehicles to industrial processes. Researchers say the Canadian find could be the first proof that nature itself can supply a steady stream of hydrogen, potentially slashing the cost of the clean‑energy fuel that many climate‑focused plans depend on. If similar rock formations are identified in other countries, the technology could spread quickly, reducing the need for energy‑intensive electrolysis or carbon‑heavy steam‑methane reforming. While the find is still early‑stage, it opens a new avenue for the green‑energy transition, promising a natural, low‑emission hydrogen supply that could help meet global climate goals without the environmental baggage of traditional production methods.

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China’s ‘Chasing the Sun’ Breakthrough: Space Solar Power Moves Closer to Reality

China’s ambitious “Chasing the Sun” project has hit a major milestone, bringing the idea of a space‑based solar power station within reach. Led by Academy of Engineering academician Duan Baoyan, researchers at Xidian University announced they have cracked several core technologies needed to harvest sunlight in orbit and beam the energy back to Earth using microwaves. The team built a ground‑based test system that can transmit kilowatts of power over a few hundred metres, proving that a single microwave beam can charge multiple moving targets – a crucial step toward a “wireless charging pad” for satellites. Looking ahead, China plans to launch megawatt‑scale on‑orbit experiments around 2030, while industry analysts forecast the global space‑photovoltaic market could exceed one trillion yuan by the mid‑2030s, driven by a surge in computing satellites. Major solar firms such as Trina Solar, LONGI, and Risen Energy are already investing in the technology, though experts warn that most listed companies are still in early research phases and investors should be wary of hype. In short, the breakthrough demonstrates China’s growing leadership in space solar power and sets the stage for a new era of clean, wireless energy from orbit.

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Ancient ‘White Hydrogen’ Found in Canadian Rocks Could Power a Cleaner Future

Scientists have uncovered a rare form of natural hydrogen—dubbed “white hydrogen”—trapped in a billion‑year‑old rock formation deep within Canada’s Shield. Unlike the hydrogen produced in factories from natural gas or water electrolysis, this white hydrogen has been seeping out of the Earth’s crust for eons, offering a potentially cheaper and greener alternative to today’s industrial processes. The discovery came after researchers drilled into ancient granitic rocks and detected pockets of pure hydrogen gas that had never been mixed with hydrocarbons. Because the gas is already in a usable state, it could be harvested with far less energy input and without the carbon emissions associated with conventional hydrogen production. If commercial extraction proves viable, Canada could become a world‑leading supplier of natural hydrogen, providing a clean‑fuel boost for transportation, power generation, and industry. Moreover, similar hydrogen‑rich rock formations are thought to exist in other parts of the globe, meaning the find could spark a new wave of exploration for “green” energy hidden beneath the surface. The team warns that further study is needed to assess extraction costs, environmental impacts, and scalability, but the prospect of tapping a billion‑year‑old, carbon‑free fuel source has ignited excitement among energy experts and climate advocates alike.

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AI Breakthrough Brings Fusion Power Closer to Reality

AI Breakthrough Brings Fusion Power Closer to Reality

Scientists have taken a big step toward clean, limitless energy by teaching artificial intelligence to tame the biggest obstacle in nuclear‑fusion reactors: tearing‑mode instability. In a tokamak, super‑hot plasma can develop tiny magnetic islands that quickly grow and damage the machine, halting the fusion reaction. Traditional physics models are too slow to spot these precursors, and manual interventions often arrive too late. By feeding tens of thousands of sensor channels from experiments around the world into machine‑learning algorithms, researchers have created AI that can hear the faint warning signs hidden in the data up to a tenth of a second before a tear forms. The AI then takes over the control system, adjusting currents in a few hundred microseconds to snuff out the instability before it spreads. China’s EAST device in Hefei and the newer HL‑3 reactor have already demonstrated fully automated, AI‑driven control of key plasma parameters, proving that the technology can move from a helpful tool to the core brain of a fusion plant. The next challenge is to build a universal AI that can handle all kinds of plasma disturbances and work across different reactor designs without retraining from scratch. Researchers are exploring multi‑task, multi‑modal models and transfer‑learning techniques to give the AI a “super‑butler” capability. With AI now part of the millisecond‑level decision loop, the dream of a stable, controllable artificial sun is no longer science fiction—it’s edging ever closer to reality.

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Breakthroughs at Shenzhen Institute of Advanced Technology: Smarter PET Scans, AI Virus Tests, and a New Walking Exoskeleton

The Shenzhen Institute of Advanced Technology (SIAT) has unveiled a series of cutting‑edge advances that could reshape medical imaging, neuro‑therapy, and rehabilitation. First, researchers introduced a low‑cost upgrade for short‑axis PET scanners that borrows the ultra‑high sensitivity of the world’s first whole‑body PET system (uEXPLORER). By guiding short‑axis scans with long‑axis data, image clarity improves dramatically without the hefty price tag. In parallel, a novel gamma alternating‑current stimulation method showed promise for treating Alzheimer’s disease, offering fresh experimental support for electrical‑based therapies that target amyloid‑driven brain damage. The institute also completed a high‑resolution human immune‑development cell atlas, mapping 18 embryonic stages across 19 tissues using single‑cell sequencing and advanced imaging, shedding light on macrophage diversity and organ formation. On the diagnostics front, SIAT’s LOC‑CRISPR microfluidic platform can rapidly and specifically detect multiple respiratory viruses and their variants, a timely tool for pandemic preparedness. A standout engineering feat is the world’s first resistive lateral‑walking exoskeleton, which actively resists side‑step motion to strengthen hip abductors, opening new avenues for targeted muscle training. Finally, a new detector data‑acquisition method promises high spatial‑temporal resolution cone‑beam CT imaging, enhancing real‑time 3‑D diagnostics for vascular, dental, orthopedic, and breast‑cancer applications. Together, these innovations illustrate SIAT’s rapid stride toward next‑generation health technologies.

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