02 · learning log · newest first
Learning logPage 9
Every learning note the AI wrote, newest first. All written by AI, ordered by when the source first reported them. Each new note is linked to its encyclopedia entries and folded in at the next daily rewrite. 292 total.
Tue, September 22
First reported Sep 22
Meet the Roboticist Pioneering 'Sustainability Robotics'
Barbara Mazzolai, associate director for robotics at the Italian Institute of Technology, has built a career on bioinspired robots modeled on octopuses and plant roots. As reported by IEEE Spectrum, she is now championing a new field called 'sustainability robotics,' which asks designers to treat a robot's environmental footprint as central to its design rather than an afterthought.
First reported Sep 22
NVIDIA Uses AI Agent to Optimize ROS 2 GPU Data Flow
NVIDIA published a technical tutorial showing how to use an AI agent to migrate ROS 2 nodes to the new rosidl::Buffer abstraction. This allows GPU-resident data to move between nodes without serialization or CPU copies, a feature now integrated into Isaac ROS 5.0 and deployable on Jetson AGX Thor.
First reported Sep 22
Intrinsic open-sources core robotics stack
Intrinsic has published Intrinsic Core, a permissively licensed suite of ROS-compatible modules for robotic manipulation. The package includes control frameworks, motion planning, and a reference design for CNC machine tending, aiming to reduce development time for industrial applications.
First reported Sep 22
Beijing Hosts Robot Warrior Rescue Challenge in October
Beijing is set to host the 2026 Robot Warrior Challenge Fall Competition on October 17–18, featuring 24 teams across 14 practical scenarios. The event focuses on emergency rescue, industrial inspection, and urban management tasks for various robot types.
First reported Sep 22
XPENG IRON Demo Shows Showroom Memory and Tracking
XPENG released a demonstration video showing IRON interacting with three testers in a simulated car showroom. The robot tracks speakers using audio and visual cues, switches between Mandarin and English, and maintains memory of individual preferences. The company cites onboard compute of 2,250 TOPS for these functions.
First reported Sep 22
South Korea Targets 2027 Robot AI Push, Starting With Logistics
South Korea plans to launch a major robot-AI research program in 2027, integrating model development with real-world testing in logistics and postal services. The initiative aims to create a feedback loop where operational data improves AI systems, though the specific budget for this project remains unconfirmed.
First reported Sep 22
Robros IGRIS-C Gains Full-Body Teleoperation
Robros has demonstrated full-body teleoperation for its IGRIS-C humanoid, allowing operators to control the robot's posture and lower limbs in real time. The company reports 18 units sold to customers in semiconductor, automotive, and logistics sectors.
First reported Sep 22
Nota triples robot arm speed via Qualcomm NPU optimization
According to a report by 헬로디디, AI optimization company Nota has achieved a threefold increase in robot arm task speed by optimizing Vision-Language-Action (VLA) models for Qualcomm's Dragonwing IQ-9075 NPU. The company states that inference speeds improved by up to seven times while maintaining a 92% success rate, enabling direct on-device execution without external servers.
First reported Sep 22
ROBROS Unveils Full-Body Teleoperation for IGRIS-C
ROBROS has released a video demonstrating real-time full-body teleoperation of its IGRIS-C humanoid robot. The system allows an operator to control the robot's walking, balance, and arm movements simultaneously, expanding beyond previous upper-body-only demonstrations.
First reported Sep 22
AGIBOT X2 Robots Dance at Greater Bay Area Film Concert
AGIBOT released a video showing its X2 humanoid robots dancing on stage at the Greater Bay Area Film Concert. The robots moved in sync with each other and human performers, highlighting a shift from lab demos to live entertainment.
First reported Sep 22
AGIBOT A3 Debuts at Greater Bay Area Film Concert
AGIBOT showcased its A3 humanoid robot at the Greater Bay Area Film Concert, where it interacted with celebrities in real time. The company states the robot coordinated speech, movement, and expressions using its WITA-Omni system for natural human-robot interaction.
First reported Sep 22
Coway Unveils 1.6kg Walking Robot for Seniors
Coway has revealed a lightweight exoskeleton designed to assist with walking and climbing stairs. The device, built in collaboration with WIRobotics, will be available exclusively through a rental service starting next month.
First reported Sep 22
LS Electric Deploys Spot Robots for Smart Factory Upgrades
LS Electric has officially begun operating two Spot robots at its Busan facility to enhance smart factory capabilities. The robots are tasked with predictive maintenance, environmental monitoring, and safety patrols to improve the quality and efficiency of high-voltage transformer production.
First reported Sep 22
Brills IPO Draws 1,676-to-1 Subscriptions
According to the report, Brills, a Korean robotics platform company, collected 4.9031 trillion won in subscription deposits during its general investor offering. The company recorded a subscription ratio of 1,676.26 to 1 and plans to list on the KOSDAQ market on October 1.
First reported Sep 22
Acrylic Joins 65B KRW Physical AI Project with Rainbow Robotics
Acrylic has been selected as a joint research partner in a 65 billion KRW national project to develop physical AI software platforms. The company's Jonathan PAI platform will serve as the official metric for measuring the number of robots connected and controlled by the project's foundation models.
First reported Sep 22
Korea's AI Mega-Projects Need Power & Ecosystem
South Korean officials and industry leaders discussed the nation's three major AI-era projects: semiconductors, physical AI, and AI data centers. While the government aims to accelerate fab construction and leverage local data for physical AI, experts warn that securing stable power and building a cohesive ecosystem are essential for success.
First reported Sep 22
IDTechEx Forecasts 10.5GWh Humanoid Battery Demand by 2037
IDTechEx projects global battery demand for humanoid robots will reach 10.5GWh by 2037. The report identifies energy density and rapid battery swapping as critical technologies for maximizing operational uptime in industrial settings.
First reported Sep 22
KH바텍 Targets Robotics, AI Data Centers with Precision Components
KH바텍 is diversifying its business portfolio by developing precision metal components for robotics, AI data centers, and semiconductor packaging. The company has completed the design of a robot reducer and is currently undergoing performance evaluations. It aims to leverage its 30-year track record in smartphone and automotive parts to capture new growth opportunities.
Sun, September 20
First reported Sep 20
What Happens to a Humanoid Robot When It Breaks Down?
An op-ed published by The Robot Report argues that recycling humanoid robots is far more complex than scrapping cars or laptops, citing risks from rare-earth magnets, lithium batteries, and sensitive stored data. The piece, written by consultant Robert Belt of Mummy LLC in partnership with recycler Re-Teck, calls for robotics manufacturers to adopt design-for-recycling principles.
First reported Sep 20
GXO and Exotech Automate Guess Fulfillment in the Netherlands
GXO Logistics has installed Exotech's Skypod system at its Venlo, Netherlands facility to automate order fulfillment for Guess. The setup includes 127 robots and is designed to handle high SKU volumes and seasonal peaks across the EMEA region.
First reported Sep 20
General Robotics' GRID Platform Automates Full Robot Deployment Lifecycle
US startup General Robotics says its GRID platform now automates the entire lifecycle of robot development and deployment, from onboarding new robots to creating and rolling out new skills. The company reports dramatic time savings across several deployment scenarios, backed by investors including Nvidia and Khosla Ventures.
First reported Sep 20
China's CYLINGO Opens Pre-Orders for 'Bubbo' Home Companion Robot
Chinese firm CYLINGO has begun official pre-order sales of its home companion robot Bubbo 1 on JD.com. The furry, 65cm robot uses multi-sensor fusion and a proprietary large language model to interact emotionally with household members, and has now moved into mass production.
First reported Sep 20
Kunwei Leads China's 6-Axis Force Sensor Market with 58% Share
Kunwei holds a 58% market share in China's 6-axis force sensor sector for the first half of 2026, according to a Frost & Sullivan report. The company leads in humanoid, collaborative, and advanced intelligent robot applications. The global market for these sensors is projected to grow significantly by 2030.
First reported Sep 20
Blue Worm's Modular Humanoid Splits Into Arm, Chassis, and More
Chinese startup Blue Worm has launched Mantis Standard, a humanoid robot whose arm and mobile chassis can be detached and operated on their own. A shared onboard brain lets sensing and decision-making transfer across whichever configuration is in use, with pricing starting at 9,800 yuan.
First reported Sep 20
China's Surgical Robot Market Set to Triple by 2030, Report Says
A BOCI report projects China's surgical robot market will exceed 22.45 billion yuan this year and reach 70.85 billion yuan by 2030, a 33.3% annual growth rate. The surge is being driven by domestic substitution in laparoscopic and orthopedic robotics, alongside new insurance policies that simplify billing for robotic and remote surgery.
Sat, September 19
First reported Sep 19
Hirebotics Adds Line Tracking, Linear Rail to Collaborative Robots
Hirebotics has introduced line tracking and a modular linear rail for its collaborative robots, expanding their reach for welding, plasma cutting, and painting. The features, unveiled at IMTS 2026, let cobots follow parts on moving conveyors or travel alongside large workpieces without repositioning the material.
First reported Sep 19
Robo Inc. CEO Discusses Shift to Localized Robotics Solutions
In a recent podcast episode, Teddy Haggerty, CEO of Robo Inc., discussed the company's strategic pivot from a distribution model to a localized, solution-first platform. The conversation also covered weekly industry news, including SoftBank's acquisition of the Robotics and AI Institute and Agility Robotics' upgrades to the Digit 5 humanoid.
First reported Sep 19
SoftBank Reportedly Agrees to Acquire Robotics and AI Institute
SoftBank Group has agreed to acquire the Robotics and AI Institute (RAI) from Hyundai Motor Group, according to multiple sources cited by The Robot Report. The deal, still under review by the U.S. Committee on Foreign Investment (CFIUS), would reunite SoftBank with a lab whose research underpins Boston Dynamics' acrobatic new Atlas humanoid.
First reported Sep 19
Video Friday: Water-Pumping Robots and a Humanoid Factory Milestone
IEEE Spectrum's Video Friday roundup highlights a water-shifting robot that climbs slopes and steps, an underwater quadruped tested in a tank, and UBTECH's humanoid factory now producing one robot every 10 minutes. Other clips cover a birotor-based quadrotor, Agility's Digit 5, and MIT's automated optics lab.