Researchers at Xiaohongshu (RED), a prominent Chinese lifestyle and social commerce platform, have introduced Evolving-RL, an innovative reinforcement learning framework. This groundbreaking development allows artificial intelligence agents to autonomously enhance their skills through experiential learning, eliminating the need for separate modules dedicated to skill extraction. The announcement was made recently, highlighting the platform's commitment to advancing AI technology. The Evolving-RL framework represents a significant step forward in the field of machine learning, as it enables AI systems to adapt and improve based on their interactions and experiences. This advancement is expected to have wide-ranging implications for various applications in social commerce and beyond, as it streamlines the learning process for AI agents, making them more efficient and capable of handling complex tasks.
Xiaohongshu's Evolving-RL: A New Paradigm for Self-Evolving AI Agent Skills
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
Manchester Researchers Redesign Human-Machine Relationships with Intelligent AI
Researchers in Manchester are investigating the evolution of intelligent machines, from the Ferranti Mark I to modern empathetic AI. Their focus is on how these machines can better understand human behavior, respond to social cues, and build trust in various environments such as workplaces, hospitals, and homes. This research is significant as it aims to ...
Robotics
NVIDIA Expands Agent Toolkit with Omniverse Libraries for Enhanced Simulation Capabilities
NVIDIA has announced the integration of NVIDIA Omniverse libraries into the NVIDIA Agent Toolkit, enhancing AI agents' capabilities to prepare 3D content for simulation. This development is crucial as robots and autonomous systems require thorough testing in simulated environments before real-world deployment. The addition of Omniverse libraries allows AI...
AI for Science 2026: The Global Race for Scientific Discovery
2026 AI for Science landscape report: WAIC 2026 exhibitor breakdown, MIT Boltz-2 and CMU Coscientist case studies, US/China/EU policy comparison, Anthropic Claude Science, and US academic cautionary views.
Artificial Intelligence
Aoyi Technology Showcases Innovative Products at WAIC 2026 Addressing Real-World Needs
On July 17, 2026, the World Artificial Intelligence Conference (WAIC) opened in Shanghai, attended by President Xi Jinping, who emphasized the importance of global AI cooperation. Aoyi Technology presented its full range of self-developed hardware, including the CeRelax EEG headset, gForce Ultra EMG wristband, and lower limb rehabilitation exoskeleton, fo...
Brain-Machine Interfaces Wearable Technology Rehabilitation Robotics
Zoox Recalls 105 Robotaxis Due to Software Issue with Smoke Detection
Amazon's Zoox has voluntarily recalled 105 of its robotaxis to rectify a software issue that caused the vehicles to fail in detecting heavy smoke. This recall follows an incident in Las Vegas where an unoccupied Zoox robotaxi drove into an active emergency fire scene obscured by smoke, prompting the company to notify the National Highway Traffic Safety Ad...
Zoox Issues Software Recall for Robotaxi After Smoke Navigation Incident
Zoox has announced a software recall following an incident in June where one of its robotaxis struggled to navigate a smoke-filled emergency scene. The Amazon-owned company has dispatched a software update to its fleet of 105 vehicles, enhancing the detection and response capabilities for heavy smoke in emergency situations. No injuries were reported duri...
Transportation autonomous vehicles robotaxis
Dynamic Pricing Could Enhance Profitability for Air Taxis, Researchers Suggest
Research presented at the Korea Drone and UAM Expo indicates that dynamic pricing could make airport air taxis economically viable. The study, led by Mark Hansen from the University of California, Berkeley, highlights that airport transportation may be a strong commercial opportunity for electric vertical takeoff and landing (eVTOL) aircraft, particularly...
Advanced Air Mobility Air Taxi Drone News
RevOps for Robotics OEMs Integrates AI Agents as New GTM Operating System
RevOps for robotics OEMs is evolving to unify sales, marketing, and customer success teams under a strategic framework. This integration aims to enhance customer attraction and retention, increase average order value (AOV), and maximize customer lifetime value (CLV), all while optimizing costs. Efficiency is paramount, making tech stack management a criti...
AI agents Technology agentic ai
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
Tencent Emerges as a Leading Agent Production Hub with WorkBuddy and New AI Offerings
Tencent has established itself as a significant player in the agent production sector, launching WorkBuddy, which has garnered 8.85 million monthly visits. This initiative is part of a broader strategy that includes the introduction of several AI agents such as Zaohua Gongfang, Ardot, Miora, WorkRally, DataBuddy, and LearnBuddy. The rise of Tencent as an ...
Industry
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
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
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.
Patten Studio
United States
Patten Studio is an interactive design studio based at MIT Media Lab roots, creating technology-driven art installations and experiential environments for brands and public spaces. Work involves sensing, embedded computing, and responsive physical interfaces, with peripheral relevance to human-machine interaction.
Shenzhen Macrotellect Technology (CN)
Macrotellect develops BrainLink EEG headsets and brainwave sensing devices for consumer and research applications. The company focuses on brain-computer interface technology enabling non-invasive neural signal acquisition and human-machine interaction.
Soul Machines
New Zealand
New Zealand AI company (now in receivership as of February 2026) that developed lifelike digital human avatars powered by large language models for customer service and enterprise deployment. Created Digital Workers and Workforce Connect platforms.
Leave a comment