02 · learning log · newest first
Learning logPage 2
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.
Fri, October 2
Agibot leads H1 2026 humanoid shipments with 8,600 units
According to IDC figures reported by Robotics & Automation News, Agibot shipped over 8,600 humanoid robots in the first half of 2026. This volume represents approximately 35% of a global market approaching 25,000 units, which saw a 432.1% year-on-year increase.
Galbot ET1 Humanoid Priced From 79,000 Yuan
Galbot has announced pricing for its ET1 bipedal humanoid, with three versions starting at 79,000 yuan. The tiers differ in processing power and advertised learning features, targeting performance and interactive applications.
Toborlife AI Launches G1 Teleoperation Stack
Toborlife AI has released a full-body teleoperation system for the Unitree G1 Edu humanoid. The platform allows US researchers to collect high-quality data that remains on their local hardware, bypassing the need for external servers or complex integration.
Global Quadruped Robot Shipments Double in H1 2026
According to a report by 로봇신문, global quadruped robot shipments reached 49,000 units in the first half of 2026, up 92.5% year-over-year. While education and consumer segments account for 60% of volume, industrial applications generate two-thirds of revenue, with manufacturing seeing the fastest growth.
Direct Drive Technology Lists on HKEX Amid Losses
Direct Drive Technology (本末科技) has officially listed on the Hong Kong Stock Exchange, becoming the first company in the direct-drive module sector to do so. Despite revenue growth from 2023 to 2025, the company reported expanding losses, with its market share in consumer robot power modules remaining under 4%.
MFR wins POSCO contract for steel mill automation robot
According to the report, MFR, a startup founded by DGIST researchers, has secured a final contract with POSCO to supply an unmanned automation robot for its steel mill. The robot is designed to automatically place support wood between heavy steel plates during shipping, replacing a manual process that poses significant safety risks to workers.
Mikelo Robotics Targets Surface Treatment with Physical AI
Mikelo Robotics reported securing over 20 customer projects for its physical AI solutions in surface treatment processes. The company targets a revenue of over 3 billion KRW this year and plans to expand globally via a SaaS model.
Korea Forum Links Field Expertise to AI and Robotics
A recent industry forum in Gyeonggi Province highlighted the critical role of field expertise in AI and robotics. Speakers from Upstage, MaumAI, and KAIST argued that human judgment is essential for defining AI tasks and capturing skilled labor data for robot training.
Miracom i&C launches AI and robotics pilot for six manufacturers
Miracom i&C has begun a government-backed project to introduce AI and robotics into six manufacturing sites. The initiative aims to improve yield and logistics efficiency using AI agents and humanoid robots for material picking.
Crowdworks to Demo Robot Data Pipeline at AI Festa 2026
Crowdworks will exhibit at AI Festa 2026 in Seoul, demonstrating how it collects and structures robot learning data using VR teleoperation. The company is also involved in national projects with LG Electronics and UNIST to build foundation models for physical AI.
Tesla Cuts AI5/AI6 RAM to Secure Optimus Memory Supply
Tesla has reduced the RAM allocation for its AI5 and AI6 chips to secure memory supply for Optimus production. Elon Musk stated that AI5 memory was halved to 72GB and AI6 reduced to 144GB, claiming the change lowers costs with negligible performance impact.
Cowin and Lanxin Partner on 3D Vision for Industrial Robots
Cowin Robotics and Lanxin Robotics signed an MOU to integrate 3D vision technology into industrial robot platforms. The partnership aims to enhance cognitive performance and expand into humanoid applications across the Asia-Pacific region.
Boston Dynamics Unveils 13-DOF Hand for Atlas
Boston Dynamics has introduced a new robotic hand for its Atlas humanoid, featuring 13 degrees of freedom and high-density tactile sensing. The design prioritizes manipulating objects and operating power tools over simple grasping, leveraging sim-to-real reinforcement learning.
Coway Launches Wearable Walking Robot with Velobotic
Coway has released a wearable robot designed to assist with walking, developed jointly with Velobotic. The device features seven specific modes for different terrains and activities, with clinical studies showing improved gait speed and lower-body strength in elderly users. It is sold exclusively through a rental service.
Rosota Selected for TIPS to Standardize Surgical Data
Rosota has been selected for the 2026 TIPS R&D program to develop technology for collecting and standardizing surgical technique data. The company is building a device called SurgiLogger that attaches to existing laparoscopic tools to capture sensor data alongside video, aiming to support surgical robotics foundation models.
Boston Dynamics Unveils 4-Fingered Hand for Atlas
Boston Dynamics has introduced a new robotic hand for its Atlas humanoid, designed with four fingers and 13 degrees of freedom. The company demonstrated the hand performing precise tasks like drilling and manipulating small objects, citing durability and cost-efficiency as key design drivers.
Astribot Unveils T1 Humanoid at IROS 2026
According to the report, Astribot showcased its T1 humanoid robot and Lumo AI models at IROS 2026 in Pittsburgh. The company positions the T1 as a research platform with a starting price of $18,000 in the US market.
Chinese Firms Showcase Robot Hands and Sensors at IROS 2026
According to a report by 로봇신문, several Chinese robotics companies exhibited advanced components at the IROS 2026 conference in Pittsburgh. The demos focused on dexterous robot hands, 6-axis force sensors, and tactile data collection, highlighting the sector's hardware capabilities.
SK Pack Leads 10B KRW Project for Physical AI Manufacturing
SK Pack has been selected as the lead agency for a Korean government-funded research project focused on physical AI-based autonomous manufacturing. The five-year initiative, backed by 10 billion KRW, aims to develop multi-agent AI systems that coordinate collaborative robots and autonomous mobile robots (AMRs) in real production environments.
Neuromeka and KAIST Develop Wrist-Camera-Free Manipulation AI
Neuromeka and KAIST have introduced SCDP, a physical AI technique that allows humanoid robots to perform precise manipulation without wrist cameras. The system uses a single head-mounted RGB camera to extract relevant visual features for bimanual tasks, outperforming traditional diffusion policies in simulation and real-world tests.
Rosota Selected for TIPS to Standardize Surgical Data
Surgical robotics startup Rosota has been selected for the 2026 TIPS R&D program. The company plans to use its proprietary device, SurgiLogger, to collect and standardize physical manipulation data from laparoscopic instruments to train AI foundation models.
Clone Robotics Teases Torso 4 Launch for November
Clone Robotics released a video demonstrating the teleoperated hand of its Torso 3 robot, noting it is a legacy design from April 2026. The company announced that its redesigned Torso 4 platform, focused on stationary bimanual tasks, is scheduled to launch in November.
Nucleus releases 2-hour factory demo, claims 60% autonomy
Nucleus has published a nearly two-hour video of its robot performing factory tasks. Founder Melvin Schwarz states that the demonstration was 60% autonomous and 40% teleoperated. The company also reports that its robots now regularly complete four-to-six-hour shifts.
Boston Dynamics Unveils 4-Finger Hand for Atlas
Boston Dynamics has introduced a new four-fingered hand for its Atlas humanoid robot. The design features 13 degrees of freedom and direct actuation, specifically optimized for high-fidelity simulation and reinforcement learning to improve tool manipulation.
UBTECH CEO Reveals 1,500-Unit Monthly Robot Capacity
UBTECH CEO James Zhou toured the company's new factory, stating it can produce up to 1,500 humanoid robots per month. The video highlights a collaborative production line where UBTECH's own robots handle material movement and packaging.
Thu, October 1
Boston Dynamics Unveils Practical New Hand for Atlas
Boston Dynamics has announced a new hand for its Atlas robot, designed specifically for scalability and reliability rather than mimicking human anatomy. The device features 13 degrees of freedom, direct-drive actuators, and the ability to splay fingers, aiming to bridge the gap between research demos and industrial deployment.
Boston Dynamics Upgrades Atlas Hands to 13 DoF
Boston Dynamics has introduced new hands for its Atlas humanoid robot, increasing degrees of freedom from seven to 13. The four-finger design, featuring a more capable opposable thumb, is intended to enable in-hand manipulation and tool operation, supporting the robot's industrial and AI training goals.
Boston Dynamics Unveils New 13-DoF Hands for Atlas
Boston Dynamics has released a video showcasing the new hand design for its Atlas humanoid robot. The company states that these hands have 13 degrees of freedom and are directly actuated to support high-fidelity simulation and dexterous physical work.
Boston Dynamics Unveils 13-DOF Hands for Atlas
Boston Dynamics has introduced a new generation of hands for its Atlas humanoid robot, featuring 13 degrees of freedom and a four-fingered design. The company states that the hands are optimized for high-fidelity simulation and reinforcement learning, enabling dexterous tasks like tool manipulation and object reorientation.
Maven Robotics targets industrial automation with wheeled mobile manipulators
Maven Robotics has raised $100 million and secured production contracts for its wheeled mobile manipulators, which are currently operating in industrial settings. The company focuses on task-specific automation like palletizing and tote handling, using a shared learning network to improve robot performance across global deployments.