A robotics startup has unveiled Egocentric-10K, which it claims to be the largest egocentric video dataset ever created. This extensive collection was gathered exclusively from real factory environments and aims to address the challenges associated with the "physical AI bottleneck" by utilizing human-generated data. The release of this dataset marks a significant advancement in the field of robotics and artificial intelligence, providing researchers and developers with valuable resources to enhance machine learning algorithms and improve AI performance in physical tasks.
Education & Research
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Original from HumanoidsDaily: Build AI Open-Sources 10,000 Hours of Factory-Worker Video to Scale Robot Learning
Build AI Open-Sources 10,000 Hours of Factory-Worker Video to Scale Robot Learning
RobotToday Initiative
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
Correction Notice for Research Article on Robot Peer Failures and Student Learning
An erratum has been issued for the research article titled 'Observing a robot peer’s failures facilitates students’ classroom learning' published in Science Robotics. This correction addresses inaccuracies found in the original publication, ensuring the integrity of the research findings. The importance of this erratum lies in its impact on the understand...
Errata
International Research Team Embarks on Greenland Expedition to Study Melting Glaciers
An international team of researchers is set to begin a six-week expedition in Greenland on July 16, 2026, to investigate the rapid melting of fjord glaciers and its implications for the Atlantic Ocean. The study aims to assess how this melting contributes to potential climate tipping points, particularly affecting ocean currents. The research is part of a...
rrs sir david attenborough glaciers melting fjord glaciers
New Quantum Hermite Transform Algorithm Enhances AI and Scientific Computing Potential
Researchers from the U.S. Department of Energy’s Brookhaven National Laboratory, Northeastern University, Google Quantum AI, and the University of Texas at Austin have introduced a new quantum computing algorithm called the quantum Hermite transform (QHT). This algorithm aims to broaden the scope of problems that future quantum computers can address, part...
AI and Robotics
NVIDIA Open Sources Embodied Intelligence Toolchain to Enhance Robotics Development
On July 6, NVIDIA integrated three key components into Hugging Face's open-source robotics library, LeRobot: the GR00T N1.7 model, Isaac Teleop framework, and the upcoming Cosmos 3. This collaboration connects NVIDIA's 3 million robot developers with Hugging Face's 16 million AI builders, facilitating access to pre-trained models and data. This initiative...
Robotics Open Source AI Development
Nous Research Secures New Funding Talks at $1.5 Billion Valuation for Hermes Agent
Nous Research, the creator of the open-source Hermes agent, is in discussions to secure a new funding round led by Robot Ventures, aiming for a valuation of $1.5 billion. The company is looking to raise at least $75 million, following a previous $50 million Series A funding announced just three months prior. This funding round is significant as it reflect...
AI Startups Venture
The Escalating AI Arms Race in Software Engineering Technical Interviews
The landscape of software engineering job interviews is rapidly evolving due to the increasing use of AI by both candidates and employers. Applicants are employing AI assistants to enhance their performance during remote technical interviews, while companies are countering with AI tools designed to detect such assistance. This dynamic creates a competitiv...
Hiring-trends Interviews Ai-bias
KISS Institute Launches BotBall to Enhance STEM Education with Student-Led Robotics
The KISS Institute for Practical Robotics (KIPR) has introduced BotBall, a robotics program designed to foster creativity and critical thinking among students. This initiative emphasizes student-led engineering, allowing participants from elementary to high school to engage in hands-on learning using a standardized kit. The program ensures a level playing...
Autonomous Mobile Robots (AMRs) Educational News
ROBOTTODAY Weekly July 6 – 10, 2026
This week in robotics: AI² Robotics raises $735M for wheeled humanoids, Unitree G1 performs first live surgery, Dexmal launches DexOS platform, Agility Robotics announces SPAC, and Ondas acquires DZYNE for $875.8M. July 6–10, 2026.
RobotToday Weekly
RoboDK Launches CAM Software to Reduce Robotic Machining Deployment Time by 40%
RoboDK has introduced its new CAM software, enabling robotic machining programs to be generated directly from CAD files. This innovation, showcased at the Automate Show, promises to reduce deployment time by up to 40%, allowing users to create toolpaths and collision-free motions without manual coding. The software aims to simplify the robotic machining p...
News Robot simulation Software
Carnegie Mellon University Develops Open-Source Framework for AI Deployment in Robotics
Researchers at Carnegie Mellon University have created an open-source software framework aimed at streamlining the deployment of AI systems across various robots. This framework significantly reduces the time spent on setup, which can often take weeks or months, allowing researchers to focus on testing new behaviors more efficiently. The significance of t...
Robotics
Piaggio Fast Forward Brings kilo® Autonomous Mobile Robot to Automate 2026
Piaggio Fast Forward showcases kilo®, an infrastructure-free collaborative AMR (300 lb payload, 360° LiDAR), at Automate 2026 booth #17054.
Market and Business News
Unbounded Power Launches K15 Robot with Full CE Certification for Global Markets
On July 9, 2026, Unbounded Power announced that its second-generation K15 robot has achieved full industrial-grade CE certification, making it the world's first embodied intelligent robot to do so. The K15 has passed multiple EU standards, including CE-MD for machinery safety and EN ISO 13849 for functional safety, confirming its compliance with the highe...
Embodied Intelligence Industrial Robotics CE Certification
HERL (Human Engineering Research Lab)
United States
Joint University of Pittsburgh and US Department of Veterans Affairs laboratory conducting rehabilitation engineering research. Develops mobility devices, assistive technologies, and medical-grade products for people with disabilities.
Joanneum Research Assoc (AT)
Austria
Joanneum Research Institute for Robotics and Flexible Production conducts applied R&D in industrial robot systems, production automation and robot safety, offering feasibility analysis, consulting and testing in a robotics solution centre.
St Petersburg National Research U of ITMO
Russian leading research university (ITMO University) specializing in information technology, optical engineering, and photonics. Active research programs in AI, robotics, computer vision, and cyber-physical systems.
ASRock Industrial Computer Corporation
Taiwan
ASRock Industrial, a global leader in edge computers and industrial motherboards, delivers high-performance industrial computers, motherboards, and mini PCs. Subscribe for the Latest Automate Show Updates Copyright © 2013-2026 A3 Automate.
B&R Industrial Automation
Austria
At the center of B&R’s approach is a unified automation architecture that combines powerful control, flexible I/O, intuitive HMI, motion, and integrated safety in one cohesive environment. The company gives system integrators, OEMs, and project-driven organizations the performance, openness, and.
Herr Industrial, Inc
United States
US provider of industrial paint finishing systems, air pollution control, material handling, and control systems since 1971. Delivers turnkey automation solutions for metal, plastic, and wood finishing with installation and maintenance services.
Green Hills Software
United States
Independent embedded software provider delivering RTOS, compilers, IDEs, and debuggers for safety- and security-critical systems. Serves automotive, avionics, defence, and industrial domains with certified real-time operating system platforms since 1982.
Scorpion Vision Software (UK)
Norwegian-based 2D and 3D industrial machine vision software platform (marketed under Tordivel AS). Offers sub-pixel and micron-level non-contact measurement, configurable inspection tools, and advanced calibration capabilities without programming.
Acquired Data Solutions, Inc.
United States
Provides systems engineering, embedded software development, automation integration, and cybersecurity services for government and commercial defense clients. Capabilities include OT/IT convergence, edge computing, and mission-critical system integration across a 28-year operational history.
Alkadur Robot Systems GmbH
Germany
Alkadur Robot Systems (Germany) manufactures automated doner kebab cutting robots for commercial food service environments. The robotic systems use optically integrated sensors to deliver precise, hygienic, single-button-operated meat slicing for high-volume restaurant and catering operations.
CRP Robot (CN)
China
Chinese high-tech enterprise manufacturing industrial robots, collaborative robots, and core robot components including control systems and servo systems. Main drafting unit of four Chinese national standards in the industrial robot domain.
Dr Robot
Canada
Dr Robot Inc develops WiFi-connected robot platforms, motor drivers, servo controllers, and OEM robot kits for autonomous mobile and humanoid robot development. Products target educational, research, and personal robot application developers.
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