Recent findings indicate that the efficiency of robotic systems does not improve proportionally with the addition of more robots. Researchers have observed that once a specific threshold is reached, issues such as traffic conflicts, task contention, and overlapping routes can lead to a decline in overall system performance. This degradation occurs particularly when the orchestration logic governing the robots is not sufficiently sophisticated to manage the complexities introduced by increased numbers. The study highlights the importance of advanced coordination strategies in optimizing robotic operations, suggesting that simply increasing the number of robots is not a viable solution for enhancing productivity. These insights are crucial for industries relying on automation, as they emphasize the need for careful planning and implementation of robotic systems to avoid inefficiencies.
AMRs in Real-World Warehouse Environments
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
MIT Develops SceneSmith: AI System for Creating Realistic 3D Training Environments for Robots
Researchers at MIT have developed SceneSmith, an AI-powered platform that generates realistic 3D indoor environments for robot training. This innovative system utilizes three collaborative AI agents to create detailed virtual spaces, enabling robots to practice everyday tasks safely and efficiently before real-world deployment. The significance of SceneSm...
AI and Robotics
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
Chinese Companies Explore World Models for AI Simulation of Environments
Artificial intelligence is evolving with a focus on 'world models,' which simulate environmental responses to actions. This shift is gaining traction among Chinese companies, expanding the application of these models beyond traditional physics and robotics. The technology is still developing, with no clear consensus on its final form, indicating a signifi...
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
Humanoid Robot Wire Harnesses Emerge as a Critical System Technology
A RobotToday engineering deep dive into humanoid robot wire harnesses: 3D dynamic fatigue, 10-100 Gbps EMI shielding, FPC cost reduction, and global standards.
Components and Hardware
2026H2 Robotics Events Briefing: Tailored Recommendations for Robotics Readers
Discover the ultimate directory of global robotics events in 2026. Tailored briefings for engineers, investors, and founders on humanoid robots, AI, and industrial automation by RobotToday.
Events Market and Business News
European Robotics Forum (ERF) 2027 | Europe's Leading Robotics & AI Conference
Join the European Robotics Forum (ERF) 2027 in Birmingham, bringing together Europe's robotics, AI, automation, research, industry, startups, investors, and policymakers to shape the future of robotics.
Events
ROBOTTODAY Weekly June 30 – July 4, 2026
Unitree wins CSRC approval for China’s first humanoid IPO, Korea unveils ₩312T AI investment, RoboCup 2026 opens in Incheon, and Paris launches Europe’s inaugural Physical AI summit.
RobotToday Weekly
Top 7 AI Agent Platforms for Industrial Manufacturing in 2026
The manufacturing sector is undergoing a significant digital transformation, marked by substantial investments in Internet of Things (IoT) sensors, Manufacturing Execution Systems (MES), industrial analytics, and predictive maintenance solutions over the past decade. This shift has provided manufacturers with unparalleled operational visibility, enabling ...
AI agents Manufacturing ai agents
When a Materials Giant Meets Robotics: Covestro at Automate 2026
At Automate 2026, Covestro brought Makrolon, Bayblend, Baysafe BEF and Vulkollan to robotics — tackling weight, heat, sensing and sustainability for humanoids and AGV/AMRs.
Market and Business News
Langebaek Logistics A/S
Denmark
Scandinavian consultancy specializing in supply chain management, logistics optimization, and warehousing. Advises clients at strategic and operational levels, integrating automation and AI into logistics workflows.
Qubiqa (prev Univeyor Logistics) (DK)
Denmark
Qubiqa is a Danish supplier of intelligent material handling and logistics systems, providing turnkey intralogistics solutions including conveyor systems and palletizing equipment, specializing in the insulation manufacturing sector.
Scallog Scalable Logistics (FR)
French developer of goods-to-person robotic order picking systems for logistics warehouses. Robots integrate with existing WMS/ERP platforms; claimed ROI under two years with documented productivity gains above 40% in order picking operations.
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.
Oceaneering (acq Frog AGV)
United States
Oceaneering is an offshore technology and engineered services company that acquired Frog AGV systems. It supplies automated guided vehicles and subsea robotics for oil and gas, aerospace, and industrial customers.
OM Robot (CN)
United States
OM Robot (Omron Robotics) manufactures industrial, collaborative, and mobile robots for manufacturing automation. OTTO AMR and SCARA/delta robot lines are deployed globally with FLOW Core fleet management software.
Swiss Mobile Robotics Consortium
Swiss Mobile Robotics Consortium is a Swiss collaborative initiative focused on mobile robotics research and development, bringing together academic and industrial partners to advance autonomous mobile robot technologies.
Mobisense Systems
Saudi Arabia
Mobisense Systems is an AI-powered private 5G solutions provider for industrial environments including seaports, factories, and logistics hubs. It transforms 5G radio signals into actionable intelligence, supporting Industry 4.0 connectivity, real-time positioning, and mission-critical automation applications.
Penguin Automated Systems (Canada)
Canada
Penguin Solutions (formerly Penguin Automated Systems) designs, builds, and manages large-scale AI and high-performance computing infrastructure. The company deploys GPU clusters, HPC systems, and AI factory platforms for research, enterprise, and government clients requiring accelerated computing at scale.
S&H Systems
UK engineering firm with over 20 years' experience designing and manufacturing electrical and pneumatic control panels and systems. Provides PLC and SCADA programming across platforms including Siemens S7, Allen Bradley, and Mitsubishi, with CAD drafting and full project commissioning services.
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