In a recent study, researchers have explored the dynamics of robotic swarms in performing complex tasks, such as environmental clean-up and assembly operations. The investigation highlights that while deploying a larger number of robots initially enhances efficiency, there is a critical threshold where overcrowding occurs. This phenomenon leads to diminished productivity as the robots begin to interfere with one another, ultimately slowing down the overall process. The findings, which draw on data collected up to October 2023, underscore the importance of optimizing the number of robots in a swarm to maintain operational effectiveness. The research aims to inform future designs and deployments of robotic systems in various industries, ensuring that advancements in technology do not inadvertently hinder performance due to overcrowding.
Too many cooks, or too many robots? Finding a Goldilocks level of randomness to keep robot swarms moving
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
The Advantages for OEMs Collaborating with Skilled Robotics Integrators
A proficient robotics integrator serves as a vital link between robot manufacturers and customers' operational needs. By leveraging their deep understanding of technology, integrators facilitate the effective application of robotic solutions in real-world scenarios. This collaboration is essential as it ensures that the unique requirements of customers ar...
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
Manufacturers Must Prioritize Industrial Data Governance Before AI and Analytics
Manufacturers are generating unprecedented amounts of data through automation systems, capturing everything from process values to production metrics. However, many plants face challenges in quickly answering fundamental operational questions, such as equipment status during issues or alarm sequences. The root cause often lies in a lack of structured, con...
Factory / Analytics
Mistral AI Introduces Robostral Navigate for Autonomous Robotic Navigation
Mistral AI has launched Robostral Navigate, the first AI model specifically designed for robotic navigation. This marks a significant shift for the French company, which has previously focused on large language models, as it ventures into Physical AI. The goal is to enable robots to understand natural language instructions, interpret their surroundings us...
À la une IA Industrie
Midea Group Signs 300 Million RMB Strategic Deal to Expand Industrial Robotics
Midea Group's subsidiary KUKA has signed a strategic cooperation agreement with YINGKE Medical and YINGKE Recycling, valued at over 300 million RMB. This deal includes 1,500 industrial robots, 500 mobile and embodied intelligent robots, and 50 automated storage systems, showcasing Midea's commitment to expanding its industrial robotics capabilities. This ...
Industrial Robotics Automation Solutions Smart Manufacturing
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
Humanoid Robots Enhance Performance in Real-World Applications with New Testing Metrics
Recent advancements in humanoid robotics have led to the development of new testing methods that evaluate how effectively these robots can handle real-world forces. This shift is significant as humanoid robots transition from novelty items to practical tools in various industries, including manufacturing and logistics, where they perform tasks such as lif...
Robotics
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
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
Physical AI Landscape: From Digital Intelligence to the Embodied Physical World
A comprehensive industry analysis of Physical AI — covering Embodied AI, Field AI, Factory AI, VLM, World Model, VLA, and the VLA vs WAM architecture debate. Includes 20+ companies, 28 references, and the RobotToday Physical AI Landscape diagram. July 2026.
Artificial Intelligence
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.
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.
Adek Industrial Computers
United States
Headquartered in New Hampshire, ADEK manufactures industrial computers, serves as a full-service OEM manufacturing partner, and offers computer repair services. In addition to building computer systems for end-users, OEMs, and resellers, the company also markets a full line of computer cases, motherboards, single board computers, backplanes, and other components. Its products are sorted into product categories and highlighted, along with warranty information and support services.
Arctek Robótica Industrial (BR)
Brazil
Arctek Robótica Industrial is a Brazilian company specializing in industrial robotics, automation, utilities, and custom machine development. Serves Brazilian industrial clients with tailored automation solutions across robotic integration, process automation, and industrial machinery design.
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.
Technology Collaborative
Technology Collaborative is a US nonprofit organization focused on technology education and workforce development. Connects businesses, educators, and government to advance applied technology skills including automation and robotics training.
AUBO Robotics 遨博智能
United States
AUBO is a Chinese national high-tech enterprise specializing in the R&D, production, and sale of collaborative robots (cobots) with full independent intellectual property rights. They offer various models (3-16KG payload, i/C/iV/iF series) for applications in 3C, automotive, healthcare, and logistics, aiming to increase efficiency and achieve low-cost operations globally.
Chang Robotics
United States
Chang Robotics is an engineering firm specializing in collaborative robotics and automation integration. It provides customized cutting-edge robotic solutions tailored to workforce needs, serving manufacturing, healthcare, government, food & beverage, and other sectors with engineering, deployment, and advanced automation systems.
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