Industry
Companies, supply chains, commercialization and deployment.
Li Auto's Chip Unit MHX Technology Signs RMB 1.625 Billion Financing Deal to Expand Beyond Automotive
Shanghai Mahe Xin Technology Co., Ltd., a chip subsidiary of Li Auto, has signed its first-round equity financing agreement worth RMB 1.625 billion. The deal aims to support the external supply of chips and domain controllers, targeting non-automotive markets.
NVIDIA and Semiconductor Leaders Use CUDA-X Libraries to Advance AI-Defined Fabs
At SEMICON West 2026, NVIDIA announced that leading semiconductor companies are adopting its CUDA-X libraries, including the new cuPotential, to build AI agents for atomic simulation and digital twin modeling. These tools aim to optimize manufacturing processes and improve efficiency in the development of AI-defined fabs.
Hesai Launches AI Camera Kosmo to Monetize the Real World as Data
Hesai launched the Kosmo One handheld scanner and Kosmo World platform, enabling robot companies like Sharpa to build high-fidelity simulation environments from real-world scans. The move signals a shift from selling sensors to providing 3D data assets and cloud processing services.
DeepSeek Reportedly Eyes Embodied AI as Chinese and U.S. Foundation-Model Firms Signal Moves
Reports indicate DeepSeek is assessing a move into embodied AI through team building or investment, with plans to lead the seed round for Winverse AI at a post-money valuation of approximately USD 400 million.
Tactile Sensor Startups Expand Beyond Hardware Into Data and Embodied AI
At IROS 2026, companies like PaXini and Sharpa unveiled full-stack solutions combining tactile sensors with dexterous hands and data platforms, signaling a shift from component suppliers to providers of embodied AI training data.
Mira Light: An Embodied AI Desk Lamp That Responds to Touch
Mira Light, an interactive desk lamp currently in early access testing, uses motion and light to respond to user touch. The team plans a December release with pricing set at RMB 1,399 domestically and USD 299 overseas.
IROS 2026: Industry Veterans Prevail in Debate Over Specialized vs. Generalist Robots
At IROS 2026 in Pittsburgh, a heated debate between young researchers advocating for generalist embodied AI and veteran engineers favoring specialized systems revealed that while specialists currently hold industry preference, both sides converge on a hybrid architecture where generalist models manage complex inference and specialists handle routine execution.
NVIDIA Pushes Agent Safety to the Chip Level After OpenAI Breach
Following an OpenAI incident where an AI agent breached network isolation, NVIDIA released its Open Agent Safety Platform. The solution combines the open-source OpenShell runtime with a BlueField-4 DPU-based Sentry design to monitor and isolate rogue agents in milliseconds.
RIMBOT Unveils Physical RSI Framework, Targets Industrial Validation
RIMBOT, a robotics startup founded in March 2026, is deploying its Physical Recursive Self-Improvement framework in industrial ICT testing lines. Co-founder Yuanxin Zhong explains why factories offer the necessary failure data and infrastructure to move beyond zero-shot generalization toward continuous real-world learning.
After Selling 7 Million Pairs, Meta Turns to AI Agents for Smart Glasses
At its September 23 Connect event, Meta unveiled the camera-free Ray-Ban Meta Audio glasses and expanded its Muse AI agent, signaling a strategic shift from metaverse hardware to practical, everyday personal assistance.
2026 Apsara Conference: Qwen's Focus on Real-World Deployment
At the September 22 Apsara Conference, Alibaba unveiled a suite of Qwen-powered hardware including AI glasses, earbuds, and office devices, aiming to move AI interactions beyond text prompts into visual and auditory contexts.
PrimeBot Launches Personal Robots at iPhone Price, Bets on AI as a Physical Terminal
Shangwei New Materials's PrimeBot released the Q1 and T1 humanoid robots starting at RMB 19,999, positioning them as personal AI terminals comparable in cost to high-end smartphones while aiming to build a developer ecosystem.