Recent advancements in federated learning technology have made it possible to implement this innovative approach on edge devices, significantly enhancing efficiency in data processing. A new framework, known as FTTE, has been developed to optimize the training process, achieving a remarkable reduction in training memory usage by 80% and a decrease in communication load by 69%. This breakthrough not only streamlines the training process but also ensures rapid convergence, making it a game-changer for organizations looking to leverage edge computing for machine learning applications. The developments were reported in October 2023, highlighting the growing importance of federated learning in managing data privacy and resource constraints in various industries.
AI Framework Improves Learning on Edge Devices
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
Launch of Robo-ValueRL: The First Open-Source VLA Reinforcement Learning Framework for Robotics
The Beijing Humanoid Robot Innovation Center and Renmin University of China's Gaoling Artificial Intelligence Institute have launched the Robo-ValueRL open-source framework. This initiative aims to enhance humanoid robots' decision-making capabilities in precision tasks, such as semiconductor assembly, by addressing challenges in data quality, control pre...
Humanoid Robots Reinforcement Learning Precision Manufacturing
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
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
Chinese Internet Association Launches AI Agent Data Protection Pact with Major Firms
The China Internet Association has introduced a self-regulatory agreement focused on personal information protection for AI agents during a forum in Beijing. Major companies including Baidu, Tencent, Alibaba, and Volcengine are among the initial signatories of this pact, which aims to establish standards for the collection, processing, and usage of person...
News Feed
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
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
InDro Robotics Introduces Axiom Humanoid Platform to Enhance Physical AI Research Accessibility
InDro Robotics has launched the Axiom, a modular humanoid-style robotic platform aimed at facilitating Physical AI research. Announced on July 10, 2026, this budget-friendly solution is designed to lower the barriers for researchers and academic institutions in developing advanced robotics applications. Initial customer units are already being shipped, in...
NASA and Rice University Launch Open-Source Simulator for Space Robotics Research
Rice University and NASA have introduced the iMETRO Dynamic Simulation, the first open-source platform for developing robots for spacecraft and habitats. Unveiled at the 2026 IEEE International Conference on Robotics and Automation in Vienna, this simulator creates a digital twin of NASA's iMETRO facility, enabling global researchers to test intravehicula...
AI and Robotics
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.
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.
Acquire to Decide
France
A2D specializes in automated infrastructure monitoring solutions utilizing advanced photogrammetry and AI for fault detection. Our A2D Cloud and A2D Real Time platforms facilitate rapid data acquisition and processing, generating 3D digital twins with defect visualization. This technology enables proactive maintenance strategies, enhances risk management, and optimizes operational costs, ensuring precise diagnostics and timely decision-making for engineering structures.
ReSim.ai
United States
Resim develops cloud-based simulation and validation infrastructure for robotics and autonomous vehicles. Its platform supports scenario generation, data replay, system regression testing, and performance analytics to accelerate verification and continuous integration of autonomy stacks.
Disruptive Technologies (NO)
Norway
Disruptive Technologies manufactures miniature wireless IoT sensors with peel-and-stick form factor for monitoring temperature, proximity, touch, and humidity. Sensors transmit data to cloud infrastructure for asset tracking and facility management.
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