Fan Tingxiang of Liangyuan Xinsheng Addresses Hardware Challenges in Embodied Intelligence
- Published
- Source
- leaderobot.com
The 2026 Sustainable Global Leaders Conference took place in Shanghai from October 20 to 22, where Fan Tingxiang, co-founder of Liangyuan Xinsheng, discussed the deployment barriers of embodied intelligence. He emphasized that the company aims to transition general intelligence from virtual to physical realms, identifying two main thresholds: hardware and algorithmic.
Fan highlighted that advancements in hardware are being driven by capital investments, leading to lower costs and improved reliability. Observations from humanoid robot competitions indicate significant progress in motion control capabilities, suggesting that robots are now surpassing human abilities in hardware. However, he noted that algorithmic flexibility remains a challenge, particularly in adapting to diverse environments, which is critical for widespread adoption in homes.
Looking ahead, Fan expressed the need for collaboration within the industry to enhance model generalization and facilitate the integration of humanoid robots into various scenarios. He pointed out that while open-sourced models can reduce deployment barriers, achieving true generalization requires real-world data and iterative development, emphasizing the importance of building an ecosystem for broader application.
Original report
Liangyuan Xinsheng's Fan Tingxiang Discusses Overcoming Hardware Barriers in Embodied Intelligence
leaderobot.com · LeaderobotThis briefing is an independently written summary based on publicly available reporting and is provided for industry information and news discovery. The original report and source publication are credited and linked where applicable. RobotToday does not claim ownership of third-party source material.
Rights concerns? Contact [email protected] with the relevant URL and details. We will review the matter and take appropriate action where warranted.
More related news
- 1
- 2
- 3
- 4
- 5
- 6
- 7
-
8
RobotToday Weekly October 12 – 16, 2026 RobotToday · 6 days ago
- 9
- 10
-
11
RobotToday Weekly October 5 – 9, 2026 RobotToday · 1 week ago
- 12
Related Suppliers
Light Origins 亮源新创
China
Shenzhen physical-AI startup founded in late 2024 by ex-OpenAI researcher Roger Jiang, building the Light-O1 embodied foundation model and a bipedal humanoid.
Beijing Institute for General Artificial Intelligence 北京通用人工智能研究院
China
Beijing non-profit AGI institute led by Zhu Songchun whose embodied-AI stack includes the TongBrain robot brain and the open-source TongSIM simulator.
BeingBeyond 北京智在无界科技有限公司
China
Beijing embodied-AI startup building general-purpose humanoid robot foundation models trained on large-scale human data, plus dexterous-hand hardware.
Hubei Optics Valley Dongzhi Embodied Intelligence Technology Co., Ltd. 湖北光谷东智具身智能技术有限公司
China
Wuhan, China embodied-intelligence firm founded 2025, backed by HEC Group, Zhiyuan Robotics, and Peking University; makes Lumen humanoid and service robots.
Insight Intelligence 具识智能
China
Shanghai developer of insightOS, an embodied-AI robot operating system spanning dev, runtime and fleet ops; HIT spin-out with deployments at BYD.
Lemnos
United States
San Francisco seed-stage venture capital firm founded 2011 investing in hardware and robotics startups across aerospace, industrial automation, and devices.
RealBotics
United States
Pennsylvania-based startup providing remote control software and hardware platforms that connect humans to industrial robots and machines.
Jiying Technology 芨影科技
China
China-based AI company known for Jiying 2.0, a zero-shot generalizable physics foundation model launched in July 2026 for engineering simulation.
Helm.ai
United States
US autonomous driving AI software company providing perception, planning, and simulation models for ADAS to Level 4 vehicles, backed by Honda and Volkswagen.
Tangible Robots
United States
San Francisco startup building Eggie, a wheeled humanoid with humanlike hands for household dexterity tasks, backed by Blume Ventures and Micelio.
Techsoft Robots 深圳市泰科智能机器人有限公司
China
Shenzhen manufacturer of humanoid and collaborative robot joint modules, servo drives, and dual-arm cobots for OEM and end-user customers.
Suzhou DHMS Information Technology Co. Ltd. 苏州东华明识信息技术有限公司
China
DHMS (est. 2016, Suzhou) is a high-tech firm delivering DHMSCare — an AI-driven equipment reliability and predictive maintenance platform for heavy industries.
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
Join the RobotToday community on LinkedIn
Daily robotics news, in-depth analysis, conference highlights, and discussions with professionals worldwide.
