Industry Briefing
A single destination for timely, editor-curated robotics news from around the world.
University of Utah Develops Fast Holographic 3D Printing for Seamless Microstructures
Researchers at the University of Utah have introduced a novel 3D printing technique that creates solid microstructures in approximately 20 seconds using a single laser exposure. This method eliminates the weak seams typical of traditional layer-by-layer printing, enhancing the strength and reliability of microscale devices. The innovative process employs a nanoscale mask to reshape laser light into a holographic pattern, allowing for the simultaneous hardening of the printing material, which significantly reduces manufacturing time compared to existing laser-based techniques. The significance of this development lies in its potential applications in microfluidic devices and advanced manufacturing. By curing entire structures in one exposure, the new method addresses the common issue of microscopic seams that can compromise the integrity of printed parts. The researchers demonstrated the ability to produce multiple parts continuously, akin to a conveyor-belt process, which could revolutionize the production of complex microscale components. Looking ahead, the research team aims to extend this technology to achieve true three-dimensional printing while maintaining the speed and accuracy of the current method. No further timeline was disclosed at the time of publication, but the implications for industries requiring precise microscale channels are substantial, suggesting a promising future for this innovative approach.
Innovation
Beni: The All-Terrain Photography Robot by Former DJI and Tesla Engineers
A new all-terrain photography robot named Beni has been launched, designed to autonomously follow users and capture high-quality moments while navigating obstacles. Weighing 1.75 kg, Beni is equipped with advanced features including 4K video recording, smart tracking technology, and automatic editing capabilities. Priced at $799, this innovative device aims to provide a hassle-free solution for capturing life’s adventures without the need for a human photographer. The introduction of Beni marks a significant advancement in photography technology, appealing to outdoor enthusiasts and content creators seeking convenience and efficiency in their shooting experiences.
Photography Robots Consumer Robotics AI Technology Outdoor Equipment
Graphene “Tattoos” for Plants Could Form Neural Networks
Researchers at the University of Texas at Austin have developed an innovative graphene "tattoo" that adheres directly to plant leaves, enabling real-time monitoring of leaf hydration. This breakthrough, published in the journal Nano Letters in February, addresses the limitations of traditional methods that require cutting leaves for moisture assessment. The sensor, which functions like a three-terminal transistor, sends electric pulses into the leaf, allowing it to measure moisture levels without disrupting photosynthesis. Led by associate professor Jean Anne Incorvia and graduate student Utkarsh Misra, the team envisions a future where these sensors could form a neural network across forests, providing critical data on drought and fire risks. The flexible and nearly transparent graphene material allows the tattoo to adapt to the leaf's movements, while its unique properties enable it to act as an artificial synapse, potentially enhancing plant-based computing. The concept emerged from a collaboration with geologist Ashley Matheny, highlighting the practical applications of the technology in agriculture and environmental monitoring. The researchers successfully trained a neural network to classify leaf hydration states, paving the way for more sophisticated plant monitoring systems that could help farmers and forest rangers respond to climate change challenges.
Graphene Agriculture Wildfires Neural-networks
Saipem to Supply the Hydrone-W Underwater ROV to ISPRA's New Oceanographic Vessel
Saipem has secured a contract with T. Mariotti shipyard in Genoa to provide the Hydrone-W remotely operated underwater vehicle (ROV). This advanced technology will be utilized on ISPRA's new oceanographic vessel, Arcadia. The collaboration aims to enhance marine research capabilities and environmental monitoring efforts. The deployment of the Hydrone-W ROV is expected to significantly contribute to the operational efficiency of the Arcadia, facilitating a range of underwater exploration and data collection tasks.
saipem hydrone-w rov ispra oceanographic vessel
SHOM the French Hydrographic & Oceanographic Service Orders New Maritime Drone
The French Hydrographic and Oceanographic Service (Shom) has finalized an order for a new autonomous underwater micro-drone, the NemoSens model, from the French manufacturer RTsys. This decision, made at the end of December following a seven-month competitive bidding process, is a key component of Shom's transformation plan aimed at modernizing hydrographic and oceanographic data acquisition methods, set to be implemented in 2024. The acquisition reflects Shom's commitment to enhancing its capabilities in underwater exploration and data collection.
rtsys french hydrographic and oceanographic service (shom) micro-drone (μauv) nemosens
National Oceanography Centre joins UK–led HydroGNSS ‘New Space’ mission for Global Science
A new low-cost Earth Observation mission, developed with the assistance of the National Oceanography Centre (NOC), has successfully been launched into orbit. This mission aims to enhance the monitoring of environmental changes and provide valuable data for scientific research and policy-making. The launch took place recently, marking a significant advancement in affordable space technology. By utilizing innovative approaches and streamlined processes, the mission is designed to deliver high-quality observational data while minimizing costs. This initiative reflects a growing trend in the space industry towards more accessible and efficient satellite missions, ultimately contributing to better understanding and management of Earth's resources.
national oceanography centre (noc) hydrognss ‘new space’ mission for global science
Cranfield Aerospace Solutions (CAeS) unveils ST-5 ‘Stingray’ Multi-Role Long-Endurance Drone and signs MoU with National Oceanography Centre to enter into a strategic collaboration
Cranfield Aerospace Solutions (CAeS), a pioneering aerospace company based in the UK, has entered into a Memorandum of Understanding with the National Oceanography Centre (NOC), a prominent institution in oceanographic research with over 60 years of history. This collaboration aims to leverage CAeS's innovative aerospace technologies alongside NOC's extensive expertise in oceanography to advance research and development in marine environments. The agreement was finalized recently, marking a significant step in fostering partnerships that bridge aerospace and marine science. By combining their strengths, both organizations seek to address pressing challenges related to ocean health and sustainability, demonstrating a commitment to addressing environmental issues through technological innovation.
cranfield aerospace solutions (caes) st-5 ‘stingray’ multi-role long-endurance drone mou national oceanography centre (noc)
Klein Marine System’s 5900 High-Speed Side-Scan Sonar To KIOST For Seafloor Topography Surveys
Klein Marine Systems has successfully delivered its 5900 ultra-high-resolution sonar to the Korea Institute of Ocean Science & Technology (KIOST) as part of KIOST's initiative to enhance marine science and technology. The advanced sonar system will be utilized for seafloor topography surveys, aiding in the institute's research efforts. Acceptance trials for the sonar were conducted off the coast of Busan, South Korea, marking a significant step in KIOST's ongoing quest to improve marine exploration capabilities.
klein marine system’s 5900 high-speed side-scan sonar kiost seafloor topography surveys
Woods Hole Oceanographic Institution Licenses Ocean Technology to ARMADA Marine Robotics
The Woods Hole Oceanographic Institution (WHOI) has signed two exclusive license agreements with ARMADA Marine Robotics, a spin-off company co-founded by WHOI engineers Robin Littlefield and Jeff Kaeli. This development, announced recently, represents a significant step in WHOI's commitment to promoting innovation and entrepreneurship in the field of ocean technology. The agreements aim to facilitate the commercialization of groundbreaking technologies that could enhance marine exploration and research. By collaborating with ARMADA Marine Robotics, WHOI seeks to leverage its expertise and resources to drive advancements in oceanographic tools and solutions.
woods hole oceanographic institution (whoi) armada marine robotics
Palit Launches GeForce RTX 3060 Infinity 2 OC Graphics Card Featuring 12GB GDDR6 Memory
Palit Microsystems has announced the release of the GeForce RTX 3060 Infinity 2 OC graphics card, designed for 1080p gaming. This model is equipped with the GeForce RTX 3060 GPU and includes 12GB of GDDR6 memory. It features a dual-fan cooling system and a silent mode that stops the fans during low workloads. The GeForce RTX 3060 Infinity 2 OC operates at a core frequency of 1792MHz (boost) and has a memory speed of 15Gbps. It requires a single 8-pin auxiliary power connector and offers multiple video outputs, including HDMI 2.1 and three DisplayPort connections. This launch is significant as it caters to gamers looking for efficient performance at 1080p resolution. Looking ahead, the graphics card market continues to evolve with new releases and competitive pricing. No further timeline was disclosed at the time of publication, but the introduction of the GeForce RTX 3060 Infinity 2 OC is expected to impact consumer choices in the gaming hardware sector.
Soft Graphene Muscle Enables Robots to Maintain Stability for Over 13 Hours
Researchers from Sun Yat-sen University and Tsinghua University have developed a soft robot capable of maintaining stability against disturbances for over 13 hours. This innovation utilizes an ultrathin soft muscle, known as Soft Graphene Muscle (SGM), which integrates self-sensing, electrothermal actuation, and disturbance control without the need for external sensors. The significance of this development lies in its potential to enhance the operational capabilities of soft robots in real-world environments. Traditional soft robots often struggle with stability due to their flexible structures, which can amplify disturbances. The SGM's ability to adaptively balance objects heavier than itself marks a significant advancement in soft robotics, moving closer to practical applications. Future developments to watch include the potential for further integration of sensing and control within soft materials, as well as the implications for deploying soft robots in complex environments. The research was published in eScience, highlighting the collaborative efforts of experts in biomedical engineering and integrated circuits from both universities.
Soft Robotics Adaptive Control Robotics Engineering AI Material Science
ByteDance Seedream 5.0 Pro Achieves Significant Advancements in Infographic Generation
ByteDance has conducted extensive testing of its Seedream 5.0 Pro, focusing on three key areas: realism, complex visualization, and design. The results indicate notable improvements in generating infographics and creating user interface mockups, showcasing the platform's enhanced capabilities in these domains. The advancements in Seedream 5.0 Pro are significant for professionals in design and data visualization, as the tool now offers more sophisticated features that streamline the creation of visual content. This improvement can lead to increased efficiency and creativity in producing high-quality graphics and mockups, which are essential in various industries. Looking ahead, it will be important to monitor how ByteDance continues to develop Seedream 5.0 Pro and whether further enhancements will be introduced. No further timeline was disclosed at the time of publication.
AI
Insta360 Launches CameraMan Robot for Intelligent Photography on 11th Anniversary
Insta360 has introduced the CameraMan robot vision concept during its 11th anniversary celebration. This intelligent photography robot incorporates six years of advancements in AI chip, camera, and audio technologies, showcasing the company's commitment to innovation in the robotics space. The announcement comes at a time when Insta360's market capitalization has decreased by 60%. The significance of the CameraMan lies in its integration of sophisticated AI capabilities, which enhance its photography functions. By leveraging years of research and development in AI and imaging technologies, Insta360 aims to capture a share of the growing market for intelligent photography solutions. This move reflects a strategic pivot for the company amidst challenging market conditions. Looking ahead, industry observers will be keen to see how Insta360 develops the CameraMan concept into a market-ready product. No further timeline was disclosed at the time of publication, but the company's focus on intelligent robotics could signal a new direction for its future offerings.
Technology
Argonne National Laboratory launches ChemGraph framework for automated chemistry simulations
Researchers at Argonne National Laboratory have introduced ChemGraph, an open-source framework that automates complex computational chemistry simulations using AI agents. Built on the Aurora exascale supercomputer, ChemGraph simplifies the simulation process by allowing users to describe scientific problems in plain language, which the system then translates into computational tasks. This innovation aims to enhance research in materials science, battery design, and combustion systems by streamlining workflows and reducing the need for specialized expertise. The significance of ChemGraph lies in its ability to combine large language models with agent-based automation, enabling researchers to conduct simulations without manually navigating every technical step. By distributing tasks among AI agents, the framework enhances efficiency and reduces costs associated with computational resources. This approach not only improves the accuracy of simulations but also allows for the integration of various scientific software and libraries, ensuring that results are physics-based rather than solely reliant on language model outputs. Looking ahead, ChemGraph's open-source nature has already led to adaptations for other applications, such as X-ray absorption spectroscopy and high-throughput materials screening. The research team envisions further educational applications, providing a platform for professors to teach advanced computational techniques while simplifying the exploration of research questions for students. No further timeline was disclosed at the time of publication.
AI and Robotics
"Stealing the Spotlight from the Smartphone Launch! Behind CyberOne's One-Handed Photography, Xiaomi's Robot Claims 'Dual Champion'"
Xiaomi has made headlines with its latest innovation, CyberOne, a robot that boasts advanced one-handed photography capabilities. This announcement coincided with the launch of the company's new smartphone, showcasing the tech giant's commitment to pushing the boundaries of robotics and mobile technology. The event took place recently in Beijing, where Xiaomi unveiled its dual champion, highlighting the robot's unique features that set it apart in the competitive landscape of artificial intelligence and consumer electronics. The introduction of CyberOne aims to enhance user experience by integrating sophisticated photography functions into a robotic platform, catering to the growing demand for innovative tech solutions. By leveraging cutting-edge technology, Xiaomi seeks to capture the attention of both consumers and industry experts, positioning itself as a leader in the rapidly evolving market. The launch event not only emphasized CyberOne's capabilities but also served as a strategic move to shift focus from the smartphone launch, demonstrating Xiaomi's ambition to diversify its product offerings and engage with a broader audience. As the company continues to explore the intersection of robotics and everyday technology, the implications of CyberOne's introduction could reshape consumer expectations and inspire future developments in the field.
Robotics Automation AI
Exail secures sale of DriX H-9 long-range Uncrewed Surface Vessel to leading Global Hydrographic Authority
Exail has announced the successful sale of its latest long-range Uncrewed Surface Vehicle (USV), the DriX H-9, to a prominent global hydrographic authority. This transaction signifies a significant advancement in Exail's efforts to broaden its range of autonomous solutions, catering to both commercial and defense sectors. The deal underscores Exail's strengthening position in the burgeoning USV market, reflecting the increasing demand for innovative maritime technologies.
exail drix h-9 uncrewed surface vessel usv sale
Object‐Enhanced Loop Closing With Semantic Topological Graphs
The Journal of Field Robotics has published new research highlighting advancements in autonomous robotic systems. This study, released in early October 2023, focuses on the integration of artificial intelligence in field robotics, aiming to enhance efficiency and adaptability in various environments. Conducted by a team of researchers from leading universities, the findings demonstrate how these innovations can significantly improve the performance of robots in agricultural, industrial, and exploration applications. The motivation behind this research stems from the growing need for automation in sectors facing labor shortages and the demand for increased productivity. The researchers employed a combination of machine learning algorithms and real-time data processing techniques to develop a prototype that showcases the potential of these autonomous systems. This work not only contributes to the field of robotics but also addresses pressing challenges in modern industries, paving the way for future developments in smart technology.
RESEARCH ARTICLE
D2GNet: Efficient 6‐DoF Grasp Detection in Cluttered Scenes via Density‐Aware Dual‐Dimensional Graph Networks
A recent study published in the Journal of Field Robotics highlights advancements in robotic technology aimed at enhancing agricultural efficiency. Conducted by a team of researchers from various universities, the study was released in June 2026 and focuses on innovative robotic systems designed to optimize crop management and reduce labor costs. The research team utilized a combination of machine learning algorithms and autonomous navigation systems to develop robots capable of performing tasks such as planting, monitoring, and harvesting crops. This initiative was motivated by the increasing demand for sustainable farming practices and the need to address labor shortages in the agricultural sector. Field tests were conducted in diverse agricultural environments, demonstrating the robots' ability to adapt to varying conditions and improve overall productivity. The findings suggest that integrating robotics into farming not only enhances efficiency but also contributes to more sustainable practices by minimizing resource waste. As the agricultural industry faces challenges related to climate change and population growth, the implementation of these robotic systems could play a crucial role in ensuring food security and promoting environmentally friendly farming methods. The research underscores the potential of robotics to transform traditional agricultural practices, paving the way for a more automated and sustainable future in farming.
RESEARCH ARTICLE
AGIBOT’s humanoid robot steals the show with dance, calligraphy at cultural event
During a recent cultural event in Jakarta, Indonesia, the Chinese company AGIBOT unveiled its latest innovation, an advanced humanoid robot. This demonstration aimed to highlight the company’s commitment to technological advancement and its potential applications in various sectors. The event attracted significant attention, showcasing AGIBOT's efforts to promote robotics and artificial intelligence in Southeast Asia. By presenting this cutting-edge technology, AGIBOT seeks to foster international collaboration and inspire local industries to explore automation solutions. The robot's capabilities were displayed through interactive demonstrations, illustrating how such technology could enhance efficiency and productivity in everyday tasks.
12 Graphs That Explain the State of AI in 2026
As major AI companies like OpenAI and Anthropic prepare for initial public offerings later this year, the landscape of artificial intelligence continues to evolve rapidly. The 2026 AI Index report from Stanford University reveals that the U.S. remains the leader in AI model development, with 50 notable models released in 2025, although China's advancements in robotics are noteworthy, having installed 295,000 industrial robots in 2024. The report highlights a staggering growth in global AI compute capacity, which has tripled annually since 2022, largely driven by Nvidia's GPUs. However, the environmental impact of AI training is concerning, with estimates indicating that training large language models can generate over 72,000 tons of carbon emissions. Despite these challenges, AI investment surged to a record $581 billion in 2025, primarily in the U.S., reflecting a growing enthusiasm for AI technologies among software engineers and researchers. Public sentiment towards AI has slightly improved, with 59% of survey respondents believing the benefits outweigh the drawbacks. However, trust in government regulation of AI remains low in the U.S., with only 31% expressing confidence. This mixed perception underscores the ongoing debate about AI's societal impact, as advancements in technology continue to outpace regulatory frameworks.
Ai-index Artificial-intelligence Stanford-university
Surface Electromyography‐Based Hand Gesture Recognition Using Optimized Attention Network for Human‐Robot Interaction
In May 2026, researchers published a significant study in the Journal of Field Robotics, focusing on advancements in robotic technology. The study, which spans pages 1661 to 1678 in Volume 43, Issue 3, explores innovative methods for enhancing the capabilities of field robots. Conducted by a team of experts in robotics and artificial intelligence, the research aims to address the growing demand for efficient and autonomous systems in various industries, including agriculture, search and rescue, and environmental monitoring. The motivation behind this research stems from the increasing complexity of tasks that robots are expected to perform in unpredictable environments. By developing new algorithms and improving sensor integration, the researchers aim to enable robots to operate more effectively in real-world scenarios. The study outlines a series of experiments conducted in diverse settings, demonstrating the robots' ability to adapt to changing conditions and execute tasks with greater precision. Through rigorous testing and analysis, the team highlights the potential for these advancements to revolutionize how robots are deployed in the field, ultimately leading to enhanced productivity and safety. The findings are expected to influence future developments in robotic design and application, paving the way for smarter, more capable machines that can tackle a wide range of challenges.
RESEARCH ARTICLE
REQDGAN‐TUA: A Reflection Equivariant Quantum Graph Attention Framework With Tactical Unit Optimization for Intelligent Fault Diagnosis in Industrial Robotics
A recent study published in the Journal of Field Robotics highlights advancements in robotic technology, focusing on the development of autonomous systems capable of navigating complex environments. Conducted by a team of researchers from various institutions, the study was released in May 2026 and aims to enhance the efficiency and safety of robotic operations in fields such as agriculture, search and rescue, and environmental monitoring. The researchers utilized cutting-edge algorithms and machine learning techniques to enable robots to interpret and respond to dynamic surroundings. This innovation is particularly significant as it addresses the growing demand for automation in sectors where human intervention can be hazardous or inefficient. By testing these autonomous systems in real-world scenarios, the team demonstrated their potential to operate effectively in unpredictable conditions, which could revolutionize how tasks are performed in challenging environments. The findings underscore the importance of continued investment in robotics research to improve safety, productivity, and operational capabilities across various industries. This study not only contributes to the academic field but also has practical implications for industries looking to integrate advanced robotics into their operations, paving the way for a future where robots can work alongside humans more seamlessly.
RESEARCH ARTICLE
Graphene-based sensor to improve robot touch
Researchers have made significant advancements in robotic technology by developing a miniature tactile sensor designed to enhance the touch capabilities of robots. Despite improvements in vision and movement, touch has remained a critical limitation for robotic systems. This innovative sensor, which is part of a sensing array on a robotic manipulator, utilizes multiscale-structured materials to provide enhanced tactile feedback. The development aims to bridge the gap in robotic sensory perception, allowing robots to interact more effectively with their environments. This breakthrough was reported recently, highlighting the ongoing efforts to improve robotic functionality and adaptability in various applications.
AgiBot's 'LinkCraft' Platform Aims to Turn Anyone into a Robot Choreographer
AgiBot has introduced LinkCraft, a groundbreaking 'zero-code' software platform designed to convert human motion captured in videos into performances for its X2 humanoid robot. This innovative launch, which took place recently, aims to simplify the content creation process, making it more accessible to users without technical expertise. By eliminating the need for coding skills, LinkCraft allows a broader audience to engage with and utilize robotic technology, thereby fostering creativity and expanding the potential applications of humanoid robots in various fields. The platform represents a significant step forward in bridging the gap between human creativity and robotic performance, reflecting AgiBot's commitment to enhancing user experience and democratizing technology.
LinkCraft Software AI AGIBOT Lingxi X2
MIT and EPFL Develop Flapping Robot for Aerial and Aquatic Exploration
Engineers from MIT and EPFL have created a flapping-wing aerial-aquatic vehicle (FAAV) that weighs under 300 grams. This robot can swim underwater and transition to flight, mimicking the behavior of diving birds. The research, published in Science, showcases the robot's ability to adapt its mechanics for both mediums, which differ significantly in density and resistance. The significance of this development lies in its potential applications in oceanography and environmental monitoring. The FAAV can access areas that are typically hazardous for traditional vessels, allowing scientists to collect data from locations such as icebergs or marine habitats. This innovation could reduce operational costs and enhance data collection efficiency in marine research. Looking ahead, the research team aims to refine the FAAV's design and functionality. Future experiments will likely focus on optimizing the robot's performance in various aquatic environments. No further timeline was disclosed at the time of publication.
Bioinspiration Drones Mechanical engineering Oceanography and ocean engineering Research Robotics
Landmark UK-Portugal Ocean Research Partnership Celebrated in Madeira
The UK’s National Oceanography Centre (NOC) and Madeira Island’s Regional Agency for the Development of Research, Technology and Innovation (ARDITI) have forged a significant partnership aimed at enhancing deep-ocean research. This collaboration was highlighted by the arrival of the research vessel RRS Discovery in Madeira, which coincided with ARDITI's acquisition of two advanced NOC Autosub Long Range (ALR) autonomous underwater vehicles. This marks a historic moment as it is the first instance of this cutting-edge technology being sold internationally. The partnership aims to leverage these innovative tools to further scientific exploration and understanding of the deep ocean, underscoring the growing importance of international cooperation in marine research.
national oceanography centre (noc) madeira island’s regional agency for the development of research technology and innovation (arditi) noc autosub long range (alr) autonomous underwater vehicles
Subsea7 Awarded Contract in Trinidad and Tobago
Subsea7 has secured a significant contract from Shell for the Aphrodite gas project, which is located offshore Trinidad and Tobago. The announcement was made today, highlighting the collaboration between the two companies in advancing energy production in the region. This contract underscores Subsea7's expertise in subsea engineering and construction, as well as Shell's commitment to developing natural gas resources. The project is expected to contribute to the energy supply and economic growth of Trinidad and Tobago, reflecting the ongoing investment in offshore energy initiatives.
subsea7 contract award aphrodite development
NOC and Royal Navy Renew MOU on Autonomous Maritime Capabilities
The National Oceanography Centre (NOC) in the UK has reaffirmed its commitment to marine science and technology by renewing a memorandum of understanding with the Royal Navy. This renewed agreement, which underscores a collaborative relationship that has spanned several years, aims to enhance research and innovation in oceanographic studies. The partnership is expected to facilitate the sharing of expertise and resources, ultimately contributing to advancements in understanding marine environments. The renewal of the MOU was announced recently, highlighting the ongoing dedication of both organizations to address challenges related to the oceans and maritime operations.
national oceanography centre (noc) royal navy mou autonomous maritime capabilities
NOC Ocean Robot Finds Long Lost Loch Ness Monster Camera Trap
During engineering trials in Scotland's Loch Ness, a robot developed by the UK's National Oceanography Centre (NOC) unexpectedly encountered a creature reminiscent of the legendary Loch Ness Monster. The incident occurred as the NOC was testing the capabilities of the ocean robot, which is designed for underwater exploration and data collection. The trials aimed to enhance the robot's functionality and performance in challenging aquatic environments. This surprising encounter has sparked interest and excitement, drawing attention to both the technological advancements in ocean exploration and the enduring fascination with Loch Ness's mythical creature. The NOC continues to analyze the footage captured by the robot to determine the nature of the sighting, further fueling public intrigue surrounding the mysteries of the loch.
national oceanography centre (noc) alr marine autonomous robotics systems (mars)
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 critical function of RevOps. The introduction of Go-to-Market (GTM) AI agents is transforming the tech stack, enabling improved predictive forecasting, market data analysis, and buyer intent tracking. These AI agents streamline lead routing, scheduling, and personalized outreach, allowing RevOps teams to focus on innovative strategies to drive revenue growth. The use of GTM AI APIs facilitates the development of core tech stack layers, enhancing the ability to analyze prospect interactions and identify effective sales tactics. As AI agents are integrated into intent layers, they monitor high buying intent signals and enrich prospect profiles by gathering data from various sources. This data is visualized as contact graphs, enabling targeted outreach. A practical example in the robotics OEM sector illustrates how these AI agents enhance operational efficiency and strategic decision-making, ultimately contributing to revenue preservation and growth.
AI agents Technology agentic ai ai agents artificial intelligence automation
EPFL and MIT Develop Flapping Robot That Swims and Flies Like Diving Birds
Engineers at EPFL and MIT have created a flapping-wing aerial-aquatic vehicle (FAAV) that mimics the swimming and flying abilities of diving birds. Weighing under 300 grams, the FAAV is designed to help researchers study the mechanics of how these birds transition between air and water. Experiments revealed optimal combinations of wing size, flapping frequency, and tail angle for effective movement in both environments. This innovation is significant as it could lead to a new class of aerial-aquatic drones capable of accessing aquatic regions that are difficult for traditional vessels. The robot's design allows it to dive for samples and return data at a lower cost, making it a valuable tool for oceanographers and marine biologists. The research findings were published in the journal Science, highlighting the potential for enhanced understanding of bird biomechanics. Future developments will focus on improving wing design for better maneuverability and testing the robot in turbulent conditions. The team aims to deploy the FAAV for ocean science research, potentially revolutionizing how data is collected from challenging aquatic environments. No further timeline was disclosed at the time of publication.
NVIDIA and SEGA Showcase Full-Stack AI and Robotics Innovations in Japan
NVIDIA and its partners in Japan are demonstrating advancements in AI and robotics, highlighting the country's role as a global technology hub. The collaboration with SEGA marks over 30 years of partnership, bringing the new VIRTUA FIGHTER CROSSROADS to NVIDIA's RTX Spark superchip, enhancing gaming experiences on Windows PCs. This collaboration is significant as it showcases how NVIDIA's technologies are integrated into gaming, emphasizing the evolution of graphics and AI capabilities. The RTX Spark superchip aims to provide gamers with innovative experiences while maintaining the legacy of SEGA's iconic franchises, illustrating the synergy between AI and gaming. Looking ahead, the NVIDIA RTX Spark ecosystem is expected to expand further, offering new opportunities for gamers and developers alike. No further timeline was disclosed at the time of publication.
MIT Develops FloatForm Swarm of Autonomous Boats for Adaptive Marine Infrastructure
MIT researchers have unveiled FloatForm, a swarm of 21-centimeter-square autonomous robotic boats capable of self-assembling into floating structures. Each boat is equipped with thrusters, sensors, and a magnetic latching mechanism, allowing them to connect and reconfigure with minimal human intervention. This modular system can adapt to various environments, supporting applications such as emergency response, temporary bridges, and floating markets in waterways across diverse geographies. The significance of FloatForm lies in its decentralized swarm robotics approach, which enables the boats to make local decisions rather than relying on a central controller. This design enhances scalability and efficiency, allowing the robots to navigate and coordinate independently while maintaining robust structural integrity. The innovative magnetic latching system, inspired by origami, allows for reliable connections between boats, facilitating the creation of larger, adaptive structures on water. Future developments will focus on expanding the capabilities of FloatForm for use in canals, rivers, and coastal areas. The researchers aim to deploy larger versions of the robots for various applications, including temporary infrastructure and environmental monitoring. No further timeline was disclosed at the time of publication, but the potential for this technology to transform marine operations is significant, as noted by experts in the field.
AI and Robotics
Insta360 Introduces AI Cameraman Concept with Luna Ultra Gimbal on 11th Anniversary
Insta360 celebrated its 11th anniversary by presenting a vision for an AI-powered Cameraman robot. This concept is not limited to a single hardware product but represents an AI agent capable of autonomous filming, with panoramic drones as one of its initial prototypes. The company has developed essential technologies for various components of the robot, including its brain and sensory systems. The significance of this development lies in Insta360's ambition to innovate beyond traditional photography solutions. The Luna Ultra dual-camera gimbal is highlighted as a crucial step towards realizing the Cameraman's full potential. Founder Liu Jingkang emphasized the company's commitment to addressing challenges that others may avoid, focusing on creativity and aesthetics in their technological pursuits. Looking ahead, Insta360 aims to further refine its AI Cameraman concept and explore additional prototypes. No further timeline was disclosed at the time of publication, but the company's focus on commercialization and efficiency suggests a strategic roadmap for future developments in autonomous filming technology.
News Feed
MIT and EPFL Develop Flapping-Wing Robot for Air and Water Navigation
Engineers from MIT and EPFL have created a flapping-wing aerial-aquatic vehicle (FAAV) inspired by puffins. Weighing under 300 grams, the robot features a central fuselage, flexible wings, and a steerable tail. Field tests in Lake Geneva demonstrated its ability to swim and then take flight, showcasing its dual-medium capabilities. This innovation is significant for oceanography and marine biology, as it allows for cost-effective data collection from both air and water. The FAAV can fly at speeds of 6 meters per second and swim at 1 meter per second, providing a versatile tool for researchers. The design mimics the natural mechanics of birds, which maintain similar physical dynamics in both environments by adjusting their speed. Looking ahead, the team aims to refine the robot's ability to breach the water's surface, a challenging transition requiring a precise 70-degree pitch. No further timeline was disclosed at the time of publication, but the potential applications for environmental monitoring and research are substantial.
AI and Robotics
ByteDance Seedream 5.0 Pro: The Strongest Image Model Returns With Precision Editing and Multilingual Generation
ByteDance's Seed team has unveiled the latest version of its software, Seedream 5.0 Pro, which features advanced capabilities in complex information visualization and precise editing. This new release, which was announced recently, showcases real photography quality and supports native multilingual generation across 17 different test scenarios. The enhancements aim to improve user experience and expand the software's applicability in various fields, reflecting ByteDance's commitment to innovation in digital content creation. The launch is part of the company's ongoing efforts to leverage cutting-edge technology to meet the evolving needs of its users.
AI
Researchers teach drones to avoid crashes before it’s too late
An engineer from the University of Houston has created an innovative onboard safety system designed to enhance drone safety by preventing crashes. This new technology enables drones to navigate around obstacles and avoid potential collisions, even in the face of unforeseen circumstances that may disrupt their flight paths. The development of this system addresses growing concerns over drone safety as their use becomes increasingly prevalent in various sectors, including delivery services and aerial photography. By integrating advanced algorithms and sensors, the system allows drones to make real-time adjustments, ensuring safer operations in complex environments. This breakthrough could significantly reduce the risk of accidents, paving the way for broader adoption of drones in urban areas and other challenging settings.
News
What Makes AI Art Worth Collecting?
In May, an anonymous artist who goes by SHL0MS on X posted that he had used AI to generate an image inspired by Claude Monet and asked people to weigh in on how it missed the mark. More than 600 responses called out issues, saying the colors were off, the depth was all wrong, and that AI didn’t understand how light worked.SHL0MS then revealed that the image was of a real Monet, one of around 250 variations of water lilies the artist had painted in his lifetime. He had simply downloaded a high-resolution image from Wikimedia and cropped out the signature. He minted the exchange as an NFT (a unique digital collectible recording ownership of the work), titled it “Inferior Image,” and sold it for just over US $40,000 after 28 bids.The stunt exposed how charged the conversation around AI art has become, and how quick people are to dismiss anything AI-generated as slop—even when it’s not. Yet even as those arguments continue, a market for AI-generated art has begun to form anyway. It’s fragmented and contested, but bigger than most people realize.Jediwolf, an anonymous collector who says he has spent more than 20 years acquiring digital and AI art, was watching the experiment unfold in real time on X. He had never interacted with SHL0MS before, but when the NFT went up for auction he made a bid and won. “I was buying a unique moment in time,” he says, “captured by an artist and preserved as a token.”The Monet was not AI art, but most of what Jediwolf buys is. One of Jediwolf’s digital collections, which he calls UnderTheGAN—a play on GANs, or generative adversarial networks, the AI technology that preceded today’s diffusion models—comprises roughly 100 works valued at around $72,000, focused on early AI art from 2015 to 2020, before the medium went mainstream. He describes his role as part collector, part researcher, part curator, trying to document a fast-moving field.“A decade ago, digital art was often treated as peripheral to the ‘serious’ art world,” he says. “Today, it is increasingly difficult to separate contemporary culture from the internet.”AI Art Moves Into MuseumsThe market for AI art extends beyond NFTs: AI-generated pieces are also finding their way into physical installations. Last month saw the opening of Dataland, the world’s first generative AI museum, in downtown Los Angeles. It was spearheaded by Refik Anadol, a digital artist who has built a career out of transforming data into large-scale immersive experiences. The opening exhibition has pieces that use data that Anadol collected from rainforests around the world, with real-time weather information from 16 rainforests feeding into all five galleries. In three of the rooms, the imagery also shifts in response to visitors’ own biometric data, tracked by bracelets they wear. Like any museum it sells tickets, ranging from $49 to $79, and has a gift shop. This shop, however, uses visitors’ biometric data collected during their visit to generate a unique design printed on a T-shirt. For $15,000, a robotic painting system called Qualia creates a one-of-a-kind canvas from that same data, painted once a day, with a waiting list already forming. A founding collection of 1,000 AI data sculptures that evolve based on environmental data from global rainforests sold out in 34 minutes at $5,000 each.The system running it all, which Anadol calls the Large Nature Model, was trained on more than 500 million nature images representing 2.2 million species, gathered through field expeditions to 16 rainforests and partnerships with institutions including the Smithsonian and the Cornell Lab of Ornithology.For Anadol, AI art requires a different kind of transparency than any medium that came before it. Because commercial AI tools have shaped how most people understand the technology, artists working with it seriously have to be more open about their process than painters or photographers ever did.“For AI art, we have to know where the data comes from, we have to know which model is trained and how it’s trained,” he says. “We can’t just think about authenticity and uniqueness if a service and product is the fundamental layer of the artwork.”The reviews for Dataland have mostly been positive, with one critic calling it the Citizen Kane of immersive experiences. But Anadol is used to a more divided reception. His 2022 installation at MoMA—a 7-by-7-meter screen of AI-generated fluid forms with shifting colors and sounds—drew 3 million visitors and entered the permanent collection, even as New York Magazine called it “a massive techno lava lamp.” Anadol sees the skepticism as nothing new, just the latest version of a resistance that has greeted all new media. “Every art form has gone through similar cycles of denial,” he says. “We are living in a renaissance that started 10 years ago, and I just don’t think everyone is aware of it yet.”Who Is Buying AI Art?The broader market data points in multiple directions at once. According to the Art Basel and UBS Art Market Report 2026, digital art’s share of sales nearly tripled between 2024 and 2025, and just over half of all fine art collectors surveyed had purchased a digital artwork in 2025, making it the third most popular category after painting and sculpture (the report does not break out AI art specifically).Meanwhile, Christie’s shuttered its pioneering digital art department in September, folding digital works back into its broader contemporary sales after none of its dedicated auctions broke $400,000.The most data-rich window into buyer behavior comes from a less glamorous corner of the market. After one major stock image platform allowed AI-generated images, monthly sales jumped 80 percent, according to Samuel Goldberg, an economist at Stanford Graduate School of Business who published a research paper about the shift. Traditional contributors began leaving the platform as generative images flooded in, and creators using AI tools rushed to fill the gap. “It looks like consumers like generative AI,” Goldberg says, “and it seems like nongenerative artists could be getting crowded out of the market.” Stock images are essentially a commodity version of art, according to Goldberg, and because image-generating models are already very good at producing them, what’s happening there may be a preview of what’s coming for other creative goods markets—including fine arts—as the technology improves.Artists are typically among the first to test the limits of a new technology; early adopters have created AI art since the 1970s. What’s new now is the ability for anyone to generate an image in seconds with a text prompt. That, according to Christiane Paul, curator of digital art at the Whitney Museum of American Art, is not the same thing at all. What fills those stock-image platforms, and what most people encounter when they think of AI art, does not qualify as art.True AI art, Paul says, is a subcategory of digital art that uses artificial intelligence as both a tool and a medium, engaging with it practically and conceptually, doing things like training custom models, building extensions, and layering control systems. “A visual created by a prompt is not art,” she says. What serious AI artists are actually doing is much more than typing a few words into DALL-E.Far from the shortcut most people assume, working seriously with AI as an artistic medium is, by her account, brutally hard. Every artist she talks to says the same thing. “It is much, much harder than a paintbrush to handle,” she says. “You are literally communicating with a system with a completely different logic.”Thanks to bubblemaps.io for its research assistance on the NFT market.
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New AI Framework Helps Robots Answer Spatiotemporal Questions
DAAAM has made significant advancements in enhancing the spatiotemporal capabilities of autonomous systems by integrating real-time 4D scene graphs with detailed language descriptions derived from video input. This innovative approach aims to improve how autonomous systems perceive and interact with their environments, allowing for more sophisticated decision-making processes. The integration of 4D scene graphs enables these systems to understand complex spatial and temporal relationships, while the incorporation of rich language descriptions provides context and clarity to the visual data. This development is expected to have wide-ranging applications in various fields, including robotics, autonomous vehicles, and smart surveillance systems, ultimately leading to more efficient and effective autonomous operations.
Viral Video of Robot 'Rebellion' in Indonesia Revealed as Staged Performance
A recent viral video featuring a humanoid robot executing martial arts moves has raised concerns about a potential 'robot rebellion.' Initially perceived as a threat, the footage was later clarified to be part of a choreographed demonstration designed to highlight the robot's agility and balance. This incident underscores the importance of implementing clear labeling and emergency stop mechanisms during public robot demonstrations to avoid misinterpretation and enhance safety measures. As robotics technology continues to advance, ensuring public understanding and confidence in these innovations remains crucial.
Humanoid Robots Public Safety Robot Demonstrations AI Robotics Industry
AI’s Volatile Power Use Quietly Tests Grid Limits
The rapid growth of artificial intelligence infrastructure is reshaping electricity demand dynamics, posing new challenges for grid operators. As data centers are projected to consume 3 to 4 percent of global electricity by the end of the decade, their energy consumption patterns are becoming increasingly unpredictable. Unlike traditional industrial loads, AI workloads can fluctuate dramatically within milliseconds, driven by synchronized computational tasks and varying user demands. This unpredictability complicates grid management, as it creates abrupt demand spikes that can stress local infrastructure, particularly in regions like Northern Virginia, known as "Data Center Alley," where data centers are concentrated. Utilities, including Dominion Energy, are adjusting their forecasts to account for this rapid growth, but existing regulatory frameworks often fail to address the complexities introduced by high-density compute clusters. These facilities not only require significant power but also generate unique challenges related to thermal management and power quality. As a result, grid operators are exploring new demand response mechanisms and flexible scheduling to mitigate the impact of these fluctuating loads. The Electric Reliability Council of Texas (ERCOT) has acknowledged the implications of large flexible loads for grid stability and planning. As AI infrastructure continues to expand, it is crucial for regulatory and operational frameworks to adapt, focusing not just on total energy consumption but also on the volatility and geographic concentration of demand. Understanding these new consumption patterns will be essential for maintaining grid resilience in the face of evolving energy needs.
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Microsoft unveils next-generation platform "Project Solara," transitioning from GUI to AI agents.
At the Microsoft Build 2026 conference held in June, the tech giant unveiled "Project Solara," a groundbreaking platform designed to prioritize AI agents over traditional graphical user interfaces and mobile applications. This innovative system facilitates collaboration between cloud-based AI agents and edge devices, enabling a seamless user interface that transcends hardware limitations. The announcement included an overview of two conceptual models, illustrating a new vision for computing in the age of artificial intelligence. As Microsoft explores this "AI agent-first" approach, it raises questions about the future of user interaction and the potential transformations in technology.
Tsinghua and CAS teams collaborate with West China Hospital to develop a home care transport robot.
Shenzhen-based Kolidian Technology Co., Ltd. has recently secured strategic financing led by Lihe Kechuang, with participation from the Jiangsu Zhongke Intelligent Science and Technology Application Research Institute. This funding will primarily support product development, team expansion, and commercialization efforts. Kolidian focuses on AI and robotics in the eldercare sector, offering products designed for home companionship and rehabilitation. The company has developed a proactive companionship robot for home use and a rehabilitation transport robot in collaboration with Sichuan University’s West China Hospital. Both products have completed prototype development and are moving towards small-scale production and commercialization. As China's population ages, the silver economy is emerging as a significant market, with projections suggesting it could exceed 30 trillion yuan by 2035. The national strategy to actively address aging demographics is driving growth in the eldercare robotics sector. The GR-150 rehabilitation transport robot, designed for medical and eldercare institutions, utilizes advanced navigation and sensor fusion technology to assist patients with mobility. Kolidian's second-generation home companionship robot integrates health monitoring, emotional support, cognitive assistance, and safety features. It can interact with users, detect falls, and provide alerts, while also offering multimedia capabilities. The company aims to finalize product design by the third quarter of 2026 and begin small-scale production by the fourth quarter, with plans for revenue generation by 2027. The founding team, led by Wang Yuheng, combines expertise from prestigious institutions, positioning the company to capitalize on the growing demand for intelligent eldercare solutions. Investors view Kolidian as a promising player in the intersection of the silver economy and embodied intelligence.
Over 13,000 Orders for U1 Series Robots: Who's Buying at Prices Up to 990,000 Yuan?
On June 30, UBTECH unveiled its U1 series of humanoid robots, with prices ranging from 119,800 to 990,000 yuan. The launch has generated significant interest, as the company reported receiving over 13,000 orders within weeks of the announcement. This surge in demand underscores a burgeoning market for consumer humanoid robots, particularly among target demographics that include seniors, affluent singles, and pop culture enthusiasts. The robots are designed to provide emotional companionship and integrate advanced technology into everyday life, reflecting a growing consumer desire for innovative solutions that enhance personal well-being and social interaction.
Humanoid Robots Consumer Robotics Emotional AI Robot Companions
DJI Mimo gets major upgrade for new Osmo Pocket cameras
DJI continues to enhance its lineup of compact cameras with the recent launch of the Osmo Pocket 4P in China, followed by its introduction to several Asian markets, including Japan, Indonesia, and Vietnam. In conjunction with this rollout, the company has also released an updated version of the DJI Mimo app, which is crucial for users to activate, manage, and edit their footage from the Pocket camera series. This update aims to improve user experience and functionality, further solidifying DJI's commitment to providing cutting-edge technology in portable videography.
News
June's Strawberry Moon serves up a low-hanging treat for skywatchers worldwide. Here are our favorite photos
On June 3, 2023, stargazers around the globe were captivated by the sight of the full moon, which rose low in the sky, creating a breathtaking celestial spectacle. This event drew the attention of astronomy enthusiasts and casual observers alike, who shared their stunning photographs of the moon's ascent. The June full moon, often referred to as the "Strawberry Moon," is traditionally associated with the strawberry harvest season, adding a layer of cultural significance to the astronomical phenomenon. Observers took to social media to showcase their images, highlighting the beauty of the night sky and the communal joy of witnessing such natural wonders.
Stargazing
E/V Nautilus Embarks on Two Expeditions to Explore Mariana Deep-Sea Regions
The Ocean Exploration Trust's Exploration Vessel (E/V) Nautilus has set sail for two expeditions to explore the deep sea around the Mariana Islands. These expeditions, taking place from June to August 2026, will utilize the vessel's remotely operated vehicle (ROV) and telepresence systems, alongside Woods Hole Oceanographic Institution's autonomous underwater vehicle (AUV) Sentry, to investigate previously unsurveyed areas. These missions are significant as they aim to enhance understanding of abyssal plain habitats and ancient seamounts east of the Mariana Trench, a region known for its tectonic activity and unique geological features. The expeditions are supported by NOAA Ocean Exploration and the Bureau of Ocean Energy Management, highlighting the collaborative effort to advance oceanographic research and fill knowledge gaps in this critical area. Looking ahead, the E/V Nautilus will focus on characterizing deep ocean habitats and biodiversity, as well as geological formations, including marine critical minerals. The outcomes of these expeditions are expected to contribute to both US and international scientific priorities, addressing the need for comprehensive data on the largely unexplored deep-sea environments around the Mariana Islands.
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The Growing Importance of Media Asset Management in Modern Digital Workflows
In an era where the digital landscape is rapidly evolving, companies across various industries are increasingly relying on extensive collections of digital assets, including videos, images, audio files, graphics, and documents, to enhance their marketing, communication, training, and customer engagement efforts. As these content libraries expand, organizations face the growing challenge of managing these assets efficiently. The need for effective content management solutions has become paramount, prompting businesses to seek innovative strategies and technologies to streamline the organization and distribution of their digital resources. This shift underscores the importance of adapting to the complexities of content management in a digital-first world, ensuring that companies can leverage their assets to meet the demands of modern consumers and maintain a competitive edge.
Business Internet ai automation AI tagging automation news cloud computing
New to drone flying? Our expert thinks this five-star drone gives you 'everything you could possibly need' and it's $133 off
A DJI Mini 4K drone has received a five-star rating from experts, highlighting its suitability for beginners due to its user-friendly features. Currently, during Prime Day, the drone is available at a nearly 35% discount, making it an attractive purchase option. The drone comes with two batteries, providing extended flight time, and is designed to withstand windy conditions, further enhancing its appeal for novice users looking to explore aerial photography and videography.
Drones Technology
Peking University team develops new generation data acquisition device using EMG wristband, backed by Gong Hongjia, Lu Qi, and overseas
The SnowOrigin team, composed of researchers from Peking University, has secured investments from notable figures including Gong Hongjia and Lu Qi, as well as overseas institutions. This innovative team focuses on surface electromyography (sEMG) technology to develop a new generation of human control data collection solutions, utilizing wearable devices like neural wristbands and panoramic headsets, along with their proprietary Neural Math Hybrid (NMH) AI decoding model. As the fields of embodied intelligence and Physical AI rapidly evolve, there is an increasing demand for high-quality human control data. Current mainstream data collection methods, such as first-person video and motion capture, often fail to capture critical information about the intent and nuances of human actions. SnowOrigin's wearable devices aim to bridge this gap by integrating muscle and neural signal decoding technologies to create structured data that includes posture, force, and micro-control, thereby supporting the training of robots and world models. Founder Qin Xu emphasized that unlike traditional lab-based motion capture systems, their wearable solutions are cost-effective, lightweight, and suitable for long-term use without disrupting daily activities. The team is advancing two commercialization pathways: enhancing human-robot interaction for AI devices and building a foundational data infrastructure for Physical AI applications. With a strong academic background and a commitment to innovation, SnowOrigin is positioned to lead in the emerging market for embodied data collection, having already made significant strides in real-time decoding of sEMG signals into actionable insights. As the demand for comprehensive interaction data grows, the team is poised to capitalize on this shift in paradigm.
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
