Search Result for: https://onlinelibrary.wiley.com/doi/10.1002/rob.70194
Investment Surge in Embodied Intelligence Data Providers Amid Robotics Financing Boom
Hexinju Technology, a company based in Suzhou, has successfully raised millions in Series A funding to enhance data infrastructure aimed at training robots. This investment comes at a time when the robotics industry is experiencing significant growth, highlighting the increasing demand for high-quality, multimodal data derived from real-world interactions. In response to this critical challenge, Hexinju plans to develop a comprehensive platform designed for data collection, processing, and evaluation. By doing so, the company seeks to establish itself as a pivotal player in the rapidly expanding field of embodied intelligence.
Tech companies desperately want to film you doing chores
This week, Shift, an AI training startup, announced its initiative to offer free home cleaning services to residents of New York City. The company aims to gather video footage of the cleaning process to enhance its AI training data. Shift plans to expand this service to other cities, including London, as part of its growth strategy. While the offer may appeal to many, potential users should be aware that their participation involves providing the company with recorded footage of their homes during the cleaning.
How Robotic Arms Improve Worker Ergonomics and Reduce Injury Risk
In the realm of modern manufacturing, JAKA, a leading provider of intelligent robotic solutions, is revolutionizing workplace safety and ergonomics through its advanced robotic arms, particularly the JAKA Pro16. These collaborative robots are designed to alleviate the physical strain on workers by taking over repetitive and physically demanding tasks, such as polishing, grinding, and material handling. By doing so, they significantly reduce the risk of musculoskeletal disorders and work-related injuries that often arise from prolonged repetitive motions and heavy lifting. The JAKA Pro16, notable for its high payload capacity and IP68 protection, is engineered to operate efficiently in harsh environments, lifting heavy loads with precision while minimizing the potential for strains and sprains associated with manual labor. Its robust design ensures stable operation, enhancing safety during heavy-duty tasks. Moreover, JAKA's commitment to ergonomic design allows for flexible deployment and easy programming, enabling manufacturers to adapt their workflows to better suit workers' needs. This adaptability not only improves worker comfort but also fosters a safer working environment. As industries increasingly prioritize worker well-being, JAKA's innovative approach illustrates how integrating collaborative robots into manufacturing processes can lead to safer, more efficient workplaces. By investing in such technologies, companies can protect their workforce while promoting sustainable production growth.
Breakthrough! Launch of the Genie Operator-2 Model: Embodied Intelligence Overcomes the Key Barrier of 'Knowing and Doing'!
On April 6, Zhiyuan Robotics introduced the Genie Operator-2 (GO-2), an advanced embodied intelligence model aimed at improving the connection between semantic understanding and physical execution in robotics. The new model features a cutting-edge architecture and has been developed using extensive training data, which collectively contribute to its enhanced performance in various robotic benchmarks. This innovation is expected to significantly increase the reliability of task execution in robotic applications, marking a notable advancement in the field of robotics.
Why Latency Still Haunts Industrial Automation and What Engineers Are Doing About It
Recent advancements in network technology are transforming the industrial landscape by enabling near-zero latency and deterministic timing, which are crucial for the seamless integration of various technologies on the factory floor. This evolution is particularly significant for the coexistence of robotics and 5G systems, allowing them to operate efficiently alongside one another. The developments are driven by the need for enhanced operational efficiency and productivity in manufacturing environments. By leveraging smart network design, industries can optimize their processes, ensuring that machines communicate in real-time without delays. This innovation not only improves workflow but also enhances the overall performance of automated systems, paving the way for a more interconnected and responsive manufacturing ecosystem. As these technologies continue to evolve, they promise to redefine traditional manufacturing practices and set new standards for industrial operations.
Think AI "knows" what it’s doing? Scientists say think again
A recent study has revealed that news writers exercise caution when describing artificial intelligence, often avoiding overly human-like language that could mislead the public about AI's capabilities. Conducted by researchers analyzing media language, the study found that while journalists occasionally use terms that suggest human traits, such instances are infrequent and vary in intensity. The research highlights the importance of accurate language in reporting on AI, particularly as the technology becomes increasingly integrated into society. By maintaining a careful approach, writers aim to prevent misconceptions about AI's functions and limitations, ensuring that audiences have a clearer understanding of this evolving field.
Changan's Ambition for Embodied Intelligence Goes Beyond Just Creating Humanoid Robots
Changan has announced the launch of its new intelligent robotics company, marking a significant shift in its focus towards 'embodied intelligence' rather than solely developing humanoid robots. This initiative, unveiled recently, is part of Changan's broader strategy to invest heavily in the robotics sector and integrate the entire industry chain. By doing so, the company aims to position itself as a leader within the emerging embodied intelligence ecosystem. The move reflects Changan's commitment to advancing technology and innovation in robotics, as it seeks to redefine the landscape of intelligent machines.
OpenClaw + UNIHIKER K10: Natural Language Hardware Programming in Minutes
Learn how OpenClaw enables natural language hardware programming on UNIHIKER K10, automating code generation, debugging, and deployment in minutes.
Does Your Model Really Generalize? RoboChallenge Table30 V2 Officially Launched, Opening the Era of Generalization
The RoboChallenge Table30 V2 has been introduced to overcome the shortcomings of current embodied intelligence models, which often struggle in practical applications. Launched recently, this innovative evaluation platform focuses on enhancing generalization capabilities by implementing upgraded tasks and testing protocols. By doing so, it aims to deliver a more precise assessment of model performance across a variety of real-world environments. The initiative reflects a growing need for more robust testing methods in the field of artificial intelligence, ensuring that models can effectively adapt to diverse scenarios.
AGRICULTURAL ROBOTICS | Harvesting Robots: $6.9B Market
Harvesting robots hit $2.24B in 2024 and are targeting a $50B labor market at less than 5% penetration. Deep-dive: market data, 14 companies, economics, and 2030 outlook.
EXECUTIVE BRIEFING: The 2026 Space Robotics Landscape
Explore the definitive 2026 directory of 95+ space robotics leaders, covering orbital servicing, lunar rovers, and in-space manufacturing. Download the complete RobotToday reference guide to track the companies, funding, and technologies driving the $24B orbital economy.
Space Robot- Building Skyscrapers in Space: ISMA's Industrial Revolution
ISAM technology breaks rocket fairing limits through robotic space manufacturing. Market grows from $3.5B to $14.5B by 2032. See how 3D printing, autonomous assembly, and orbital fabrication are creating off-Earth factories.
Space Robot - Space Station's AI Assistants: From Robotic Arms to Autonomous Partners
Space station robots evolve from remote tools to autonomous AI partners. How embodied intelligence reshapes human-robot collaboration in orbit.
Space Robot- Lunar Rovers: Building Infrastructure on the Moon
Lunar rovers face -180°C nights and glass-sharp dust while building moon infrastructure. Inside the engineering challenges, commercial strategies, and international competition shaping planetary robotics.
Global Robotics Market 2026: Forecast Analysis & Key Trends
Comprehensive 2026 global robotics market forecast compilation from IFR, Markets and Markets & more. Market size, growth rates & regional analysis by segment.
RobotToday Weekly Industry Briefing: Feb 2 – 6, 2026
Robotics shifted from demos to deployment post-CES 2026, led by China’s humanoid scale, AI robot brains, and accelerating industrial adoption.
Video Friday: Autonomous Robots Learn By Doing in This Factory
In a recent edition of Video Friday, IEEE Spectrum robotics showcased a variety of innovative robotics projects and developments. Notably, scientists at the Toyota Research Institute are collaborating with Toyota Manufacturing to implement autonomous robots on factory floors, enhancing production efficiency. Zipline shared insights into their drone delivery system, detailing the challenges faced and lessons learned in its development. Humanoid introduced KinetIQ, an AI framework designed for the orchestration of humanoid robot fleets, which integrates task allocation and execution through advanced cognitive layers. Meanwhile, researchers at VISTEC unveiled a decentralized adaptive resilient neural control system (DARCON) that enables legged robots to autonomously adapt to limb loss, ensuring mission success despite mechanical failures. NASA's Jet Propulsion Lab presented an animation of the Perseverance rover's drive along the Jezero Crater, captured on December 10, 2025, showcasing the rover's navigation capabilities. Additionally, Unitree's humanoid robot G1 made its mark on the snowfields of Altay, demonstrating its adaptability in extreme conditions. The Norwegian University of Science & Technology introduced a hierarchical 3D scene graph to enhance autonomous agents' understanding of their environments. Other highlights included the HoLoArm quadrotor, which features compliant arms for improved stability, and SkyDreamer, a pioneering vision-based autonomous-drone racing policy. The event also featured demonstrations of dexterous object manipulation by the AI Worker robot and advancements in swarm robotics for architectural applications.
When the Machine Knows Better: The Quiet Revolution Inside Manufacturing
The machine can already see what human inspectors miss. But inside manufacturing, the real fight isn't about technology — it's about who gets to decide. The union battle over Manufacturing Intelligence begins here.
Space Robot - Killer App: The $30B Satellite Servicing Market
Orbital servicing is transforming space economics: $2B wasted annually on premature satellite deaths. Market growing from $500M to $20-30B by 2040. Deep dive into Astroscale, Northrop Grumman MEV, and the business of satellite refueling and debris removal.
Humanoid Robots Are Entering Warehouses — and Unions Are Pushing Back
Humanoid robots are entering warehouses now — and unions like the Teamsters and UAW are drawing battle lines. Inside the 2026 labor showdown that could reshape logistics forever.
RobotToday Weekly Industry Briefing: January 26 – 30, 2026
Robotics industry briefing Jan 26-30, 2026: Serve-Diligent $29M acquisition, Richtech-Microsoft controversy, Waabi $1B funding, cloud robotics market to $43B by 2031, Fauna Robotics Sprout, Gartner humanoid forecast, NY Robotics launch.
Oracle AI world
Oracle AI World: premier enterprise AI conference with expert keynotes, hands-on sessions, and networking in Las Vegas, Oct 26-29, 2026.
Microsoft Ignite 2026
Microsoft Ignite: premier tech conference on cloud, AI, security, and Microsoft innovation. Join developers, IT pros, leaders; San Francisco & online.
Columbia's Emo: Solving Robot Face Problem
Columbia's Emo robot breakthrough reveals why facial biomimicry is robotics' second hardest challenge. Analysis of tech barriers and 2028-2030 timeline.
RobotToday Weekly Industry Briefing: January 19 – January 23, 2026
iRobot emerges from Chapter 11, Tesla sets a 2027 Optimus release, and Hyundai faces labor pushback. Explore the top robotics industry news for Jan 18-23, 2026.
The 3rd International Conference on AI Sensors and Transducers (AIS 2026)
The 3rd International Conference on AI Sensors and Transducers (AIS 2026), 2–7 Aug 2026 in Jeju, South Korea — a global forum for researchers and industry experts on AI-enhanced sensing systems, transducers, and cutting-edge sensor technologies.
Shubham Tulsiani Receives NSF CAREER Award: Teaching Robots to Learn from Videos
CMU's Shubham Tulsiani receives NSF CAREER Award for pioneering work teaching robots to learn manipulation skills from internet videos. Zero-shot learning breakthrough.
ICRA 2026
IEEE ICRA 2026, the flagship robotics and automation conference, brings top researchers and industry leaders to Vienna, Austria, 1–5 June 2026 to advance robotics research.
IFA 2026
IFA Berlin 2026 — the world’s largest consumer electronics and home technology trade show held in Berlin from September 4–8, showcasing cutting-edge innovations, global brand launches, startups, and future tech trends.
2026 Robotics Events Briefing: Tailored Recommendations for Robotics Readers
A curated briefing of major global robotics events in 2026, offering tailored recommendations for researchers, industry professionals, startups, and the broader robotics ecosystem.
RobotToday Weekly Industry Briefing: January 12 – January 16, 2026
NVIDIA advances physical AI with Cosmos and GR00T, humanoid robots move into real factories, China leads global deployments, and robotics stocks gain momentum.
GEIA Europe 2026
Discover GEIA Europe 2026 — the premier summit on embodied intelligence and humanoid robotics in Europe, bringing together top experts, live tech showcases, and strategic discussions on AI and robotics innovation.
ACIRS 2026
ACIRS 2026 is an international robotics conference in Hong Kong, bringing together research on intelligent robotic systems, AI, control, and real-world applications.
World Robot Olympiad (WRO) 2026
World Robot Olympiad (WRO) 2026 Season: Global student robotics competition exploring “Robots Meet Culture,” culminating in the International Final, Dec 8–10 2026 in San Juan, Puerto Rico. Develop creativity, design, engineering and problem-solving skills through hands-on robotics
Hannover Messe 2026
HANNOVER MESSE 2026 brings global industry leaders together for automation, industrial AI, robotics and energy innovation, 20–24 April in Hannover, Germany.
The A3 Business Forum
Annual networking forum for robotics, AI, vision & imaging, motion control professionals in automation. Join expert keynotes, panels, and industry insights in Orlando, Florida, Jan 19-21, 2026. Register now for the A3 Business Forum.
VEX 2026
VEX Worlds is the culminating global robotics championship that unites student teams from around the world in high-level competition, collaboration, and STEM inspiration.
IROS 2026
IEEE/RSJ flagship conference on intelligent robots, AI, autonomy, perception and systems, uniting global research and industry
How to Find a Reliable Polishing Robot Supplier in 2026?
JAKA, a leading robotics company, emphasizes the importance of selecting the right automation partner for polishing robots, highlighting the long-term impact on quality and productivity. In a recent statement, the company outlined a systematic approach to identifying suppliers that goes beyond mere specifications. This process involves assessing a supplier's technical expertise in finishing applications, ensuring they have a proven track record with specific materials such as metal, composite, or wood. To ensure effective integration, JAKA stresses the need for suppliers to provide robust support throughout the robot's lifecycle, including installation, programming, and troubleshooting assistance. The company advocates for evaluating the supplier's service infrastructure and their ability to train operators and maintenance staff, which is crucial for long-term operational success. Additionally, JAKA encourages potential partners to discuss their development roadmap for finishing technologies, ensuring that the chosen robot can adapt to new product designs and materials without requiring extensive overhauls. This adaptability is vital for protecting investments against changing manufacturing needs. Ultimately, JAKA aims to foster partnerships with suppliers that possess deep application-specific knowledge, a reliable support network, and a vision aligned with evolving operational goals. By doing so, they seek to implement polishing robot systems that deliver consistent results and evolve alongside manufacturing objectives.
Swiss Robotics Day 2026
Swiss Robotics Day: Switzerland’s flagship robotics expo & symposium on Nov 14, 2025 in Lausanne. Innovation, talks, demos, networking.
RobotWorld 2026
Premier robotics expo in Seoul covering industrial, service & AI robots, Nov 5–8, 2025 at KINTEX. Register now for business & tech insights.
RobotToday Weekly Industry Briefing: January 4 - january 9, 2026
Global robotics shifts from CES 2026: humanoid commercialization accelerates, industrial AI deepens, labor tensions rise, and robotics markets recalibrate.
Robotics Summit 2026
Robotics Summit & Expo is a leading U.S. event for commercial robotics, covering design, AI, motion control, and system integration.
RobotToday Weekly December 29, 2025 - January 2, 2026
RobotToday Weekly Industry Briefing covering robotics, AI, humanoids, automation, funding, and policy developments from December 29, 2025 to January 2, 2026.
ICARA 2026
International Conference on Automation, Robotics & Applications (ICARA 2026) in Istanbul, Feb 5–7, 2026, exploring AI, control, robotics and intelligent systems research.
WRC 2026
World Robot Conference (WRC) is a premier global robotics and AI summit held annually in Beijing, China, featuring cutting-edge forums, exhibitions, competitions, and advanced robotics automation content; it attracts industry leaders, researchers, innovators and enterprises each August.
Nvidia GTC AI Conference 2026
NVIDIA GTC is a global AI and accelerated computing conference covering GPUs, data centers, robotics, digital twins, and generative AI.
The 23rd RoboCup German Open 2026
23rd RoboCup German Open 2026 in Cologne, Germany (Mar 10–14). A global robotics and AI competition featuring Standard Platform, Humanoid, Small Size, Logistics, @Work, Rescue Robot, @Home, and junior league finals. Open participation and innovation showcase.
Automate 2026
North America’s largest robotics & automation trade show, Automate 2026 takes place June 22–25, 2026 at McCormick Place, Chicago, Illinois, USA. Free registration for show floor access featuring AI, robotics, vision systems, and motion control; plus educational sessions, networking, and innovation showcases.
RoboBoat 2026
RoboBoat 2026: International student ASV autonomy competition Feb 19-24 at Nathan Benderson Park, Sarasota, FL. Design, build and race autonomous boats.
