Chinese AI lets everyday users command quantum computing with natural language

Quantum computing has long carried an aura of exclusivity, cloaked in dense academic papers and ultra-cold laboratory systems understood by only a small circle of physicists and mathematicians. However, a Chinese start-up has changed quantum computing into something closer to an AI chatbot. On May 15, Shanghai-based Youshu Quantum Technology unveiled what it described as the world’s first agent-driven quantum computing platform. UnitaryLab 2.0 is designed to allow users to operate quantum computing systems using natural language alone. Users no longer need to understand quantum circuits, configure development environments or write code, according to the company. Instead, they can describe a mathematical or engineering problem in plain language, while AI agents automatically handle algorithm selection, resource scheduling, quantum execution and result visualisation. “We are driving quantum scientific computing from being the exclusive domain of tech elites to becoming an accessible and universal technology for everyone,” Youshu Quantum CEO Zhang Lei told news outlet Shanghai Observer. The platform includes a browser-based workspace and an agent command-line interface tool, allowing cross-platform deployment without local configuration. Researchers and developers can access the system through a lightweight interface rather than building quantum environments from scratch. Behind the simplified interface lies a more ambitious technical framework. At the core of the system is what Youshu Quantum calls a “Schrödingerisation” algorithm framework that converts classical mathematical problems into forms more naturally suited to quantum systems. Earlier versions of the framework focused on partial differential equations, but the latest iteration has expanded into linear algebra, Hamiltonian simulation, quantum optimisation, quantum machine learning and cryptography. The company said the upgrade transformed the platform from a “single-purpose solver” into a full-stack quantum scientific computing framework. “AI finds the direction,” Shanghai Observer reported. “Quantum computing performs the solving.” For certain high-dimensional problems, the framework showed massive theoretical speed-ups over classical methods, accelerating the solution of some five-dimensional equations by more than 25,000 times and specific nine-dimensional equations by more than one trillion times, according to Youshu Quantum. The algorithms are particularly suited to high-dimensional, scientific computing tasks that remain difficult for conventional supercomputers. At the same time, the company announced plans to open source its quantum algorithm libraries and launch a new “quantum skills” repository containing more than 50 standardised capabilities in more than 10 categories. It said the move was intended to encourage universities, businesses and developers to build industry-specific tools on top of the platform, ranging from financial modelling to materials simulation. “We are committed to opening up quantum scientific computing capabilities to more research teams and welcome global institutions to cooperate and customise on specific issues,” Zhang added. Youshu Quantum said several industrial collaborations were already under way, including work with a major telecommunications company seeking to solve large-scale Maxwell’s equations related to electromagnetic wave propagation. “The true value of quantum computing lies in solving real scientific research and industrial problems,” Zhang said in a company statement. Meanwhile, American tech giant Microsoft offers Azure Quantum as a public cloud ecosystem for building quantum applications, while the company’s quantum website serves as an informational hub for news, learning tools and resources. Youshu Quantum was founded in 2025 by researchers affiliated with Shanghai Jiao Tong University’s quantum scientific computing team. Zhang, a veteran computational mathematician who has spent nearly three decades in the field, described the venture as an effort to connect advanced mathematics with real industrial demand. The emergence of platforms such as UnitaryLab comes amid intensifying global competition in quantum computing. Major technology companies including IBM, Google, Honeywell and Canadian quantum computing firm Xanadu have accelerated efforts to commercialise quantum systems and establish quantum computing centres worldwide. With Youshu Quantum, his first company, Zhang hoped to “seize the opportunities of the times and do something that can drive the future forward”, he told Shanghai Observer.

Chinese AI lets everyday users command quantum computing with natural language

.css-1c6uqr6{color:inherit;font-weight:inherit;font-size:inherit;font-family:inherit;line-height:inherit;overflow-wrap:break-word;}Shanghai-based start-up and researchers unveil platform to turn complex emergent field of computer science into mass-accessible technology

Shanghai-based start-up and researchers unveil platform to turn complex emergent field of computer science into mass-accessible technology