All updates
- Seeking the "Leaders" of the Industrial Embodied Intelligence Sector | 2026 GGII Golden Globe Award Applications Open
Applications for the 2026 GGII Golden Globe Award are ongoing, seeking "leaders" in the industrial embodied intelligent robotics industry. Registration is also open for the 2026 GGII Industrial Embodied Intelligent Robotics Annual Conference.
高工咨询 · 微信公众号 ·
- Zhongke Semiconductor Mass-Produces CT1906H Driver Chip, Integrating Three-Phase GaN Driver in 5×5mm Package
Zhongke Semiconductor has mass-produced the CT1906H motion control chip, using a monolithic integrated GaN HEMT process to pack 6 GaN half-bridge power transistors and 3-channel gate drivers into a 5×5mm LGA package, targeting micro servo joints with outer diameters of 14–45mm.
高工咨询 · 微信公众号 ·
- Representation, VLA, and World Models Struggle to Converge: Is a Unified Interface the Next Inflection Point for Robot Foundation Models?
The article discusses the review paper "Toward Unified Robot Learning: Bridging Representation, Vision-Language-Action, and World Models," published on September 3, 2026 by institutions including Fujitsu and Carnegie Mellon University, and examines the integration challenges arising from the independent development of three research lines: representation learning, VLA, and world models.
机器人产业应用 · 微信公众号 ·
- Exotec report: 25% of supply chain leaders regret warehouse automation decisions
Exotec released its "Avoid Robot Regret" report based on a survey of 250 supply chain decision-makers in North America. A quarter of respondents said they regret their previous warehouse automation choices, and 94% said switching suppliers would be too costly, leaving them to continue using their existing systems for 10 to 15 years.
Robotics 24/7 ·
- XHEART launches automotive-grade SoC X7 Ultra with 700 TOPS large-model compute
XHEART (XinXin Hangtu) launched the automotive-grade SoC X7 Ultra on October 29, featuring 700 TOPS of large-model compute and achieving 98.7% compute utilization in real production autonomous-driving model tests.
硅星人Pro · 微信公众号 ·
- Google DeepMind releases Genie 4 world model research preview; Zhou Qunfei becomes China's newest richest woman with 127 billion yuan
Google DeepMind released the Genie 4 world model research preview on October 27, marking the first native support for synchronized audio-video generation, extending the duration of a single coherent world from 1 minute in the previous generation to about 2 minutes, and supporting real-time scene modification via typing. Google also demonstrated an experiment in which Genie 4 worked with Gemini 4 Argon to direct a humanoid robot in playing checkers, but it is currently available only to a small number of testers, and ordinary users need a Google AI Ultra subscription.
36氪 · 微信公众号 ·
- Qiyuan Robotics launches PrimeSim world model, tops WorldSimProbe LIBERO leaderboard
Qiyuan Robotics launched PrimeSim, a world-model simulator for robot training, on October 30 and topped the WorldSimProbe LIBERO leaderboard. The simulator builds an interactive, trial-and-error-friendly, continuously learning virtual world for robots, used for policy validation and reinforcement learning. In testing, reinforcement learning with it raised policy success rates from 61.7% to 73.2%.
36氪 · 微信公众号 ·
- XHEART Launches X7 Ultra Chip, 700 TOPS Compute Aimed at Bringing Large Models to Vehicles
XHEART has launched the X7 Ultra autonomous driving chip, with large-model compute reaching 700 TOPS, memory bandwidth consumption reduced by 80% versus industry flagship products, and energy efficiency improved by 100%. The chip follows a "large models define the chip" approach, working backward from model inference requirements to the architecture, with measured NPU compute utilization reaching 98.7%. As of October, its first-generation X7 series has been deployed in more than 10 vehicle models, with cumulative shipments exceeding 200,000 units, and another 40 vehicle models designated for future delivery.
36氪 · 微信公众号 ·
- Tianjin University proposes FAME: using multi-anchor exploration to help robots plan routes in unknown environments
A team from Tianjin University and Hefei University of Technology proposes FAME, which uses Conditional Flow Matching to generate multiple exploration anchors simultaneously, then determines exploration routes through A* path planning, path clustering, and hierarchical selection. The paper was accepted to NeurIPS 2026 and selected as a Spotlight.
CVer · 微信公众号 ·
- CVer launches Embodied AI WeChat technical group, surpassing 1,600 members with a new job-seeking section
CVer has launched an Embodied AI WeChat technical group that has surpassed 1,600 members and added a job-seeking/campus recruitment/internship section, while also opening VLA and WAM WeChat groups. The group pushes cutting-edge embodied AI technology daily, and an accompanying Knowledge Planet provides learning roadmaps, lists of hundreds of companies and university labs/teachers, recruitment information, and industry reports.
CVer · 微信公众号 ·
- Alpha Robotics Halloween Greeting: Delivery and Service Robots Send Wishes
Alpha Robotics released a Halloween greeting, wishing that the night be full of candy, surprises, and a little robotic magic. The content did not disclose specific robot models, features, or deployment information.
穿山甲机器人 · YouTube ·
- Energize Lab Halloween post
After dark, something spooky is brewing…🌙🎃 A knock at the door, a handful of candy, and a few familiar faces hidden behind scary costumes. Definitely no plans to call it a night just yet! Happy Halloween, little troublemakers! Go ahead and scare away tonight!👻 #EnergizeLab #Eilik #Eiliko
Energize Lab · X ·
- https://x.com/RIL_Updates/status/2116528628804763656
Reliance · X ·
- https://x.com/RIL_Updates/status/2116528662980038695
Reliance · X ·
- From KAIST robot beetles to Harvard robot bees: the practical value of biomimetic robotic animals
KAIST and other institutions are developing biomimetic robotic animals such as robot beetles and robot ants to solve practical problems including rescue and detection. A cyborg cockroach at Nanyang Technological University in Singapore carries a microcomputer, gas sensors, and an infrared thermal camera, and is remote-controlled via electrode pulses; a single roach can survey about 100 square meters of rubble, but a full survey of a building would require about 500 roaches and 500 operators. A robot ant at Stanford University can carry a payload 2,000 times its own mass, grips using a gecko-inspired foot design, and requires wired power in industrial settings due to its high energy consumption.
The Robot Report ·
- WeRide subsidiary JingShuo Technology completes tens of millions of US dollars Pre-A funding round
JingShuo Technology, a wholly owned subsidiary of WeRide, disclosed on October 29 a Pre-A funding round of tens of millions of US dollars, jointly invested by Joy Capital, Hong Kong Science Park, and Sirius Capital; the funds will be used to expand the R&D team and broaden the task types and scenario coverage of its datasets.
人形大讲堂 · 微信公众号 ·
- Understanding Dijkstra Completely: Why Does Picking the Nearest Point Each Time Still Find the Globally Shortest Path?
In each round, Dijkstra selects the node with the smallest cumulative cost from the source among the nodes not yet finalized and formally finalizes it, then performs relaxation updates on its neighbors; under the premise of non-negative edge weights, this guarantees the globally shortest path. If negative-weight edges exist, a finalized node may be overturned by a cheaper route, so standard Dijkstra no longer guarantees correctness, and algorithms such as Bellman-Ford must be used instead.
深蓝AI · 微信公众号 ·
- Qiyuan Robotics' 5,000th robot rolls off the line and connects to Tencent WorkBuddy
Qiyuan Robotics completed production of its 5,000th robot on October 25, taking 35 days since the September 20 launch of the Qiyuan Q1 and Qiyuan T1, with daily capacity rising from more than 10 units to more than 200. The company says it uses a general large model plus a self-developed VLA embodied model, and improves data collection efficiency with HIL-UMI post-training technology and uses the PrimeSim world model for simulation-based inference.
雷科技 ·
- Reddit r/robotics user asks for karma and inquires about the state of the industry
Reddit r/robotics user mavelricks posted a greeting asking for karma and hoping to learn the latest about the subreddit and the robotics industry. The post also complains that the pre-post word-count requirement is inconvenient, saying they only wanted to say the first sentence but were forced to pad the word count.
Reddit r/robotics ·
- XSTO Xiaoshentong Innovation Mobility Matrix Debuts at the 140th Canton Fair
XSTO Xiaoshentong Innovation is showcasing its X13 series embodied mobile robot, M9 series light off-road electric wheelchair, M4 series smart wheelchair, and EzGo3 carbon fiber electric wheelchair during Phase 3 of the 140th Canton Fair. The X13, which recently won a 2026 G-MARK Design Gold Award, highlights "AI + all-terrain" capabilities, integrating a dynamic self-balancing seat, multi-posture adjustment, and intelligent risk warning; the M4 has already received three major design awards: Germany's iF, Red Dot, and G-MARK. The exhibition runs until November 4 at booth 21.2 B51-58, and customers expressed cooperation intentions on the first day.
XSTO 小神童创新 ·
- Second Embodied Agent Hackathon opens registration; X Square Robot opens VLA and WAM model APIs
X Square Robot will hold the second Embodied Agent Hackathon in Silicon Valley and Shenzhen in November 2026, directly providing APIs for VLA and WAM embodied foundation models, so contestants can develop tasks combining agents and robot hardware without collecting data or fine-tuning models.
自变量机器人 · 微信公众号 ·
- Where to find documentation and motor information for the 2015 UW chess-playing robotic arm
A student working on a graduation project wants to recreate the 2015 UW chess-playing robotic arm but cannot find any documentation on the UW website, so they posted asking what actuators the arm uses and what software achieves its smooth, fast movements. The poster believes the arm has a limited range of motion but is still impressive to this day, and hopes to get relevant leads.
Reddit r/robotics ·
- Do robots really need extremely high tactile sensing resolution? Discussion sparked by a paper on fingerprint-level pressure sensing based on mechanochromic materials
Reddit users discuss a paper on a tactile sensor based on mechanochromism, whose authors claim the sensor can capture pressure at fingerprint-level resolution and generate color pressure maps. The poster questions whether robots really need such high tactile resolution, and admits they are not a materials specialist and are unsure how the material actually works.
Reddit r/robotics ·
- Building a Full Sim-to-Real Pipeline for Humanoid Robots with NVIDIA Isaac Sim 2024 and Domain Randomization
Using Unitree H1, Isaac Sim 2024.1, IsaacLab, and PPO as its stack, the article walks through a complete sim-to-real pipeline: converting URDF to USD, scene setup, domain randomization configuration, PPO training, ONNX export, and ROS 2 deployment on the real robot.
古月居 · 微信公众号 ·
- Simplexity Robotics Showcases i7 Pro, iX Robots and In-House Arm Joint Modules at IZB 2026 Sino-German Auto Show
Simplexity Robotics exhibited its i7 Pro and iX robots along with in-house arm and joint modules and other core hardware at the Sino-German Automotive Technology, Parts and Services zone of IZB 2026, held October 27-29 in Wolfsburg, Germany. The company presented embodied intelligence technology achievements centered on robot motion control, teleoperation and body development. Liu Minqiang, Director-General of the Investment Promotion Agency of the Ministry of Commerce, visited the booth for a tour and exchange.
至简动力 · 微信公众号 ·
- Daimon's "Robot Artist" Appears at the Shanhua Award Exhibition's "Embodied Artistry" Special Event
Daimon Robotics has partnered with the Sea World Culture and Arts Center in Shenzhen to present the "Embodied Artistry" special event, where a robot artist uses touch to iron-dye the colors of blossoms and uses intelligence to continue craftsmanship, appearing at the Shanhua Award exhibition. The event is open from October 30 to November 5, 2026, at the L2 Literature Space of the Sea World Culture and Arts Center in Shenzhen.
深圳市机器人协会 · 微信公众号 ·
- FAIR plus × Guoxian Demo Hub concludes its 11th session: six projects pitch, including Saisuode, Zhidongli, Juqiang, Chaowei, Fanbote, and Yuling
On October 29, the 11th "FAIR plus × Guoxian Demo Hub" industry-finance matchmaking event, co-hosted by the Shenzhen Robotics Association and the International Advanced Technology Application and Promotion Center (Shenzhen), concluded, with 6 emerging companies pitching and more than 20 investment institutions participating.
深圳市机器人协会 · 微信公众号 ·
- Xuanji Dynamics' Hypertron Series Quadruped Robots Win High-Rise Fire Rescue Track at Guangzhou Safety Emergency Rescue Robot Competition
Xuanji Dynamics' Hypertron series quadruped robots won the "High-Rise Fire Rescue Track" championship and first prize in the "Load-Bearing Climbing and Material Transport" category at the 2026 Guangzhou Safety Emergency Rescue Robot Competition. The Hypertron-SW01 is equipped with a self-developed high-torque joint motor module and a multimodal fusion perception system, features IP67 protection, and continued stable motion control, perception, and communication during a 3-minute continuous bake test at 120°C–130°C.
深圳市机器人协会 · 微信公众号 ·
- HKU open-sources GenSfM: jointly reconstructing 3D objects and camera poses from four uncalibrated images
A University of Hong Kong team has open-sourced GenSfM, which uses a native 3D diffusion model to jointly denoise object shape and per-view camera poses within a single multimodal sequence, requiring only 2 to 4 uncalibrated images and no camera intrinsics or extrinsics. Evaluated on Toys4k and GSO, it improves novel-view PSNR by 3.2–4.5 dB over the multi-view baseline TRELLIS-M, reduces median Chamfer distance by about 64%–74%, and achieves pose Acc@5° above 96%.
The work turns a native 3D diffusion model into the main inference mechanism for joint denoising of shape and camera poses, and releases code and models as a reference for sparse-view reconstruction.
3D视觉工坊 · 微信公众号 ·
- "3D Vision from Beginner to Mastery" Knowledge Planet: a 7,000-member community with nearly 20 video tutorial series covering industrial 3D vision, SLAM, 3D reconstruction, 3DGS, and embodied intelligence
The "3D Vision from Beginner to Mastery" Knowledge Planet has built up nearly 9 years of history and gathered 7,000+ members, offering nearly 20 video tutorial series covering industrial 3D vision, SLAM, 3D reconstruction, 3DGS, autonomous driving, drones, and other areas. The community also hosts livestreamed sharing sessions on frontier topics such as embodied intelligence and large models, and provides Q&A, source code, project matchmaking, and internal referral benefits. After joining, members can study via the Knowledge Planet app or the web version with WeChat login.
3D视觉工坊 · 微信公众号 ·
- Richtech robot family goes Halloween trick-or-treating: new member RIVAX appears alongside ADAM, Scorpion, Dex, and Matradee Plus
In a Halloween video, Richtech Robotics had its new member RIVAX join ADAM, Scorpion, Dex, and Matradee Plus in a trick-or-treat appearance, saying it is making new friends. The video gives only the name RIVAX and is teaser in nature; it does not disclose its form, functions, or release timing, and the company says more information will be announced later.
Richtech · YouTube ·
- How REEMAN Ironhide Automates Pallet Wrapping
The REEMAN Ironhide robot is used to automate pallet wrapping operations. The original article did not disclose specific specifications such as payload, degrees of freedom, battery life, or success rate, nor did it state whether the operation was performed in simulation, via teleoperation, or autonomously on a physical robot.
锐曼REEMAN ·
- 2026 Fall Campus Recruitment Tour | Atomrobot Awaits Fellow Travelers
Atomrobot is joining the 2026 Tianjin group talent recruitment "fall recruitment" campaign and visiting universities. In September and October it has already visited Tsinghua University, Zhengzhou University, Dalian University of Technology, Northeastern University, Chongqing University, Sichuan University, and Tiangong University, and will subsequently visit Nankai University and Tianjin University. Founded in 2013, the company focuses on parallel robots, high-speed SCARA robots, heavy-load collaborative robots, embodied intelligent robots, and core controllers, among other products. Its parallel robots have ranked first in domestic market share among Chinese independent brands for 6 consecutive years since 2020.
Atom Robotic/阿童木机器人 ·
- ALVE: A 3D-printed dual-arm humanoid robot (including arms, hands, and head)
ALVE is an upper-body humanoid robot project made from 3D-printed parts and an aluminum extrusion frame, comprising two multi-joint robotic arms, robotic hands, a movable head, and a supported torso, aimed at makers, robotics enthusiasts, and educators. The project is offered as a digital download; motors, electronics, aluminum extrusions, bearings, and fasteners must be purchased separately, and assembly and operation require mechanical assembly, wiring, and programming. The display images include a physical prototype and digital model views; the poses shown do not imply that autonomous task software is included.
Reddit r/robotics ·
- Foundry Robotics completes $100 million Series A to build autonomous factories for assembly
Foundry Robotics announced the completion of an oversubscribed $100 million Series A funding round led by Marlinspike Partners, with participation from new and existing investors including Khosla Ventures and Red Glass Ventures.
Robotics & Automation News ·
- Tokio Marine HCC International and Adrian Flux launch UK's first home robot insurance
Tokio Marine HCC International has partnered with Adrian Flux to launch the UK's first home robot household insurance policy, underwritten by TMHCCI and sold through Adrian Flux's home insurance channel. The policy covers damage to and theft of the robot itself, sudden damage the robot causes to the home or belongings, personal liability if the robot injures someone or damages property, and emergency recovery or safe shutdown after a sudden malfunction. In the US, a home robot is already available for pre-order at $20,000, and the UK expects them to enter homes in 2027.
Robotics & Automation News ·
- How Can Autonomous Forklifts Turn Existing Stretch Wrappers into Automated Packaging Workstations? — REEMAN Ironhide Wireless Docking and Jingmen Factory Deployment
REEMAN outlines an approach for retrofitting existing stretch wrappers using Ironhide autonomous forklifts: the forklift handles pallet pickup, placement, and warehouse transport, while the stretch wrapper continues to perform packaging, requiring a machine control interface, status feedback, and safety interlocks. In its wireless docking demonstration, pickup alignment deviation was within 2 cm and turntable placement deviation was within 5 cm, with the demonstration process taking about 6 minutes. There is also an Ironhide 3.0 deployment at a factory in Jingmen, Hubei; the two applications are independent of each other, and the data comes from REEMAN application materials and has not been independently verified.
锐曼REEMAN ·
- Tencent Global Digital Ecosystem Summit: WorkBuddy Enterprise Edition deployed in over 50 industries; the challenge for agents entering enterprises lies in cost and workflows
At the 2026 Tencent Global Digital Ecosystem Summit, Tencent disclosed that WorkBuddy has completed 9 billion task requests cumulatively since launching in March this year; its Enterprise Edition has been deployed in over 50 industries, covering 50% of China's Fortune 500 companies and 60% of China's Top 100 companies.
雷科技 ·
- WorldOracle example: A seemingly successful robot rollout may predict the wrong grasp
WorldOracle presents a case where the real gripper failed to grasp the fruit, but the generated rollout showed the fruit being picked up, despite the model receiving the same initial observation and recorded actions. When evaluating predictions, check separately whether the robotic arm follows the trajectory and whether the object's final state is correct; for an empty grasp, predicting an empty grasp is the correct answer, while a seemingly successful grasp video may actually be wrong.
Reddit r/robotics ·
- Zhiyuan's Peng Zhihui proposes Worken metric for robot workload
Peng Zhihui of Zhiyuan Robotics proposed using Worken (Work + Token) to measure a robot's actual workload, with the formula: number of active robots × autonomous working hours × output efficiency. It counts only time spent genuinely executing tasks and running autonomously, with output compared against a human baseline. The metric draws on cloud computing's usage-based metering approach and is intended to shift the industry's competition from shipment volumes, units off the line, and fleet size toward work actually completed.
The Humanoid Hub ·