Research · Robotics · Computer Vision
TUM Professor and New TrAct Paper Target AI's Deployment Gap
Leiphone reports: TUM's Ziyue Li and a new Li Fei-Fei/Wu Jiajun paper both tackle AI's gap between benchmark success and real-world deployment.
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Leiphone reports: TUM's Ziyue Li and a new Li Fei-Fei/Wu Jiajun paper both tackle AI's gap between benchmark success and real-world deployment.
据雷峰网独家报道，机器人底座厂商地瓜机器人正扩招NPU研发团队，或强化自研芯片布局，以应对新兴竞争对手。
At WRC 2026, Wubounded Power teamed up with Korea's HOLLYS to demo a robot-staffed café, featuring its MWA™ brain, and announced nearly $100M in orders.
At WRC 2026, dexterous hand makers showed converging technology routes, with touch sensors becoming a standard feature and 6-DOF models leading real deployment. New platform NexCore aims to close the loop from data to skills for embodied AI.
Hebbian Robotics releases HFlow, an open-source SDK to standardize and quality-check robot recordings for AI training.
Chinese firm Yuanlilingji's open-source model DM0.5 topped the RoboDojo benchmark, yet leading models still trail humans by wide margins. The news comes amid WRC 2026 debates and new AI startup initiatives.
Galaxy General swept all three scenario gold medals at the Humanoid Robot Games in full autonomous mode, showcasing its embodied large model's real-world generalization.
XPeng robotics raises over $900M, a record for China's embodied AI; IRON to mass-produce by end-2026.
U.S. restrictions on Chinese drones and robots may fragment global market as China's manufacturing scale offsets trade barriers.
Beijing's World Humanoid Robot Games saw Chinese robots smash sprint and high-jump records while others stumbled, sparked, and burst into flames, showcasing rapid progress and remaining challenges in humanoid robotics.
Meta is testing robots for data center tasks like cable plugging and server resets, potentially cutting human staffing as AI spending rises, per Ars Technica.
Experts debate neuromorphic computing at WRC 2026; Anthropic launches MHS; MirroS open-sources Code-as-World.
Roborock's Qrevo 2 Pro robot vacuum/mop offers 25,000Pa suction, self-cleaning dock, and auto mop-lift; introductory price $550.
BlackBerry has pivoted from phones to car and robotics software; CEO John Giamatteo cites $950M QNX backlog and 275M vehicles.
AgiBot CEO Deng Taihua, the low-key boss behind Zhi Hui Jun, makes Time's 2026 AI 100 list.
A new framework lets a wheeled-legged robot learn to open and pass through doors from a single RGB video, achieving 96.57% success across five real doors and 80.95% zero-shot on unseen similar doors.
At the 2026 World Robot Conference, Professor Xiong Rong said humanoid robots still face reliability, generalization and precision gaps before becoming true productivity. Her team has secured 100-unit orders in 3C and 2,000 in apparel.
ACE Robotics and the University of Hong Kong unveiled StreamPI, a method that gives vision-language-action models continuous temporal modeling, boosting real-robot task success by up to 33 points.
South Korea's Army has launched a new tactical unit to demonstrate drone and robot combat techniques, aiming to integrate unmanned systems and address demographic decline.
A Quantum Bit analysis argues that vision-based tactile sensors, despite their popularity, face low technical barriers, poor durability, and unresolved algorithmic issues, making their investment value questionable.
WRC 2026 embodied AI shifts from demos to ROI; domestic chips power commercial video generation and GLM-5.3-Flash.
Hugging Face unveils Microduck, a $400 duck-shaped bipedal robot designed to make AI more approachable.
TechRadar reports that Hugging Face's $399 Microduck robot is even more adorable and versatile than Disney's BDX Droid, thanks to Lidar, NFC and roller skates.
YC-backed Salem Robotics launches software that equips existing mobile robots with the skills to perform hazardous industrial inspections, starting with nuclear radiological surveys.