02 · learning log · newest first
Learning logPage 10
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, September 18
First reported Sep 18
Gyeongbuk Opens Korea's First Food Robotics Center
Gyeongbuk Province has completed the country's first food robotics research center in Pohang, featuring a local NSF certification body. The facility is designed to reduce testing times and costs for food automation companies.
First reported Sep 18
IL Robotics Expands into Humanoid Rental and RaaS
IL Robotics is diversifying its business by offering humanoid robot rentals and Robot-as-a-Service (RaaS) solutions. The company partners with Chinese manufacturer AGIBOT to supply Y1 and H2 models for exhibitions, education, and entertainment. Analysts project that humanoid robots will account for approximately 98% of the company's 2026 revenue.
First reported Sep 18
Toyota to Deploy 400,000 Humanoid Robots at Factories
Toyota Motor Corporation plans to deploy 400,000 humanoid robots across its own factories and major supply-chain partners, according to a Nikkei Keizai Shimbun report cited by Robot Newspaper. The rollout, tied to the renovation of aging Toyota Group plants, will use Toyota's own humanoid, ELEY, running generative AI developed by the Toyota Research Institute.
First reported Sep 18
Tomoro Robotics Wins Scale-Up TIPS Grant
Tomoro Robotics has been selected for the Korean government's Scale-Up TIPS program. The company plans to use the funding to build a robot foundation model and operational software that can be applied across different humanoid platforms in manufacturing and logistics.
First reported Sep 18
T-Robotics Plans US Production Base Amid Order Surge
T-Robotics announced it is evaluating sites in multiple US regions to build a local production hub. The move follows a significant increase in vacuum robot shipments for semiconductor processes and cumulative orders of approximately 19 billion won from Ford Energy for its energy storage systems.
Thu, September 17
First reported Sep 17
Arm Launches Total Design for Physical AI with 80+ Partners
Arm Holdings has launched Arm Total Design for Physical AI, a program uniting over 80 companies to improve interoperability in robotics. The initiative includes a new Robotics Capability Framework that defines six levels of robotic sophistication, aiming to create a common language for the industry.
First reported Sep 17
South Korea Opens First Food Robotics Research Center in Pohang
The Ministry of Agriculture, Food and Rural Affairs inaugurated the country's first food robotics research support center in Pohang. The facility provides shared high-end equipment and an NSF testing lab to help startups develop and certify automated cooking and serving robots.
First reported Sep 17
Hyundai Glovis and Samsung C&T to Automate Office Logistics
Hyundai Glovis and Samsung C&T have signed an MOU to develop a joint business model for smart building logistics automation. The collaboration focuses on using autonomous mobile robots (AMRs) to handle the collection, storage, and delivery of mail and packages within office spaces. The companies plan to conduct proof-of-concept tests next year to prepare for commercialization.
First reported Sep 17
GIST AI Teaches Robots to Grasp What Handles and Buttons Actually Do
Researchers at Gwangju Institute of Science and Technology (GIST) have built an AI system called OP3DSG that lets robots identify not just objects but their sub-parts—like handles and buttons—along with the functions those parts perform. Tested on the Hello Robot Stretch 3, the system let a mobile robot plan tasks such as tidying laundry or fetching a drink without being told exact object names.
First reported Sep 17
DGIST cuts radar compute load by 88% for AMRs
Researchers at DGIST and Jukwang Precision developed an adaptive grid-refinement MUSIC algorithm that reduces radar signal processing load by 88% for autonomous mobile robots. The technique maintains high-resolution angle estimation capabilities while improving processing efficiency by over 2x in 77GHz automotive radar tests.
First reported Sep 17
China to Hold Half of Global Quadruped Robot Market by 2030
A new industry report predicts the global quadruped robot market will reach 53 billion yuan by 2030. China is expected to capture 48% of this total, while domestic firms already hold a 56% share of global revenue.
First reported Sep 17
Humanoid Robots Assist Surgeons in Seoul Operating-Room Trial
At a demonstration hosted by Samsung Medical Center in Seoul, two humanoid robots worked alongside human surgeons to reproduce a gallbladder-removal procedure, one passing instruments and the other holding the laparoscope. The robots are part of the ORchestra project, a government-backed effort building an AI-driven 'surgical data factory' aimed at clinical trials by 2029.
Tue, September 15
First reported Sep 15
UBTECH Fires Up Factory Making a Humanoid Robot Every 10 Minutes
UBTECH has opened a dedicated humanoid-robot manufacturing plant in Liuzhou, China, capable of producing one robot every 10 minutes and more than 10,000 units annually. The facility uses UBTECH's own robots on the production line alongside human workers, and is part of a broader city-wide push to build an AI-and-manufacturing robotics cluster.
First reported Sep 15
Universal Robots Unveils Gen 7 Cobot Platform at IMTS 2026
Universal Robots introduced its seventh-generation collaborative robot platform, Gen 7, at IMTS 2026 in Chicago, featuring a new PolyScope X operating system, a lighter teach pendant, and an AI-ready tool flange. Three new g-series cobots debuted alongside a faster, smaller CB7 controller and updated safety certifications.
First reported Sep 15
Tokyo Spinoff Highlanders Unveils HLQ Edge Industrial Quadruped
Highlanders, a robotics startup spun out of the University of Tokyo, has unveiled the HLQ Edge, an industrial quadruped robot rated for a 60kg payload and 330Nm of joint torque. The robot can mount a robotic arm via an expansion rail and uses a proprietary world-model-based AI to adapt its gait to changing terrain in real time.
Sun, August 23
Sat, August 22
First reported Aug 22
Scaling Robots? The Real Bottleneck Is the Human Workforce
An op-ed published by The Robot Report argues that as robotic and physical AI systems scale beyond small pilot deployments, the operational bottleneck shifts from technology to workforce management. Written by HireArt co-founder Christopher Bower, the piece traces a shift toward hybrid teams combining stable, trained operators with flexible surge staffing, alongside new metrics that prioritize accountability over raw speed.
First reported Aug 22
Sunseeker CEO: AI and GPS Could Put Robot Mowers in Half of US Homes
In an opinion piece for The Robot Report, Sunseeker Robotics CEO Terry Ma argues that advances in AI, satellite positioning, and connectivity are turning robotic lawn mowers from a niche gadget into a mainstream home-automation category. He projects the US robotic mower market could approach 50% household penetration within eight years, while also pointing to commercial landscaping as a major growth opportunity.
First reported Aug 22
R2 Labs CEO Talks Software-Defined Manufacturing on Robot Report Podcast
Episode 258 of The Robot Report Podcast features Dr. Roby Lynn, founder and CEO of R2 Labs, discussing software-defined manufacturing and flexible production. The episode also recaps recent industry news, including Unitree Robotics' IPO and FORT Robotics' planned SPAC merger.
First reported Aug 22
Schaeffler to Mass-Produce Humanoid Robot Gearboxes by 2027
Schaeffler Technologies AG has finished validation testing on formed strain wave gearboxes designed for humanoid robot joints and plans to begin mass production in 2027. The company says its forming-based manufacturing method is faster and cheaper than traditional precision machining while matching its torque and efficiency.
First reported Aug 22
ViTacPhys Lets Robots Sense Weight, Friction, and Stiffness
Researchers describe ViTacPhys, a visual-tactile learning framework that estimates an object's mass, friction, and stiffness from human manipulation demonstrations, then uses those estimates to adapt robot grasping. Tested on 60 rigid and deformable objects, the system reports strong accuracy on seen items and solid generalization to new ones, reaching up to 95% grasping success in robot trials.
First reported Aug 22
NeSAM Boosts Off-Road Robot Motion Prediction Using Soil Physics
Researchers unveiled NeSAM, a framework combining differentiable soil-mechanics equations with a Transformer-based correction model to predict off-road vehicle motion. Tested in simulation and on a physical robot, it improved prediction accuracy by up to 30% and cut trajectory-tracking error by 69.4%.