Industry Briefing
A single destination for timely, editor-curated robotics news from around the world.
Dexterous Robots Move From Labs to Industry With NSF Support
In July, the National Science Foundation (NSF) held the kickoff meeting for phase two of its Convergence Accelerator program in Pittsburgh, where participants engaged in knowledge transfer, strategic discussions, planning, and demonstrations. Researchers from Carnegie Mellon University are spearheading efforts to develop advanced robotic hands aimed at enhancing applications in health, agriculture, and manufacturing. This initiative will receive further backing from the U.S. government, facilitating the transition of these innovative robotic technologies from laboratory settings to real-world industrial use.
Announcements Research
Carnegie Mellon Joins NSF Effort to Build Trustworthy AI Assistants
Researchers at Carnegie Mellon University's School of Computer Science are set to play a pivotal role in a newly established National Science Foundation (NSF) AI Research Institute. This initiative aims to create artificial intelligence assistants that can engage in trustworthy, sensitive, and context-aware interactions with users. The collaboration reflects a growing emphasis on developing AI technologies that prioritize ethical considerations and user trust, addressing concerns about the reliability and appropriateness of AI in everyday applications. The NSF's investment in this research underscores the importance of advancing AI capabilities in a manner that respects human values and fosters positive human-computer relationships.
Research
Andrea Bajcsy Earns NSF CAREER Award
Andrea Bajcsy, an assistant professor at the Robotics Institute within Carnegie Mellon University’s School of Computer Science, has been honored with the National Science Foundation (NSF) Faculty Early Career Development (CAREER) award. This prestigious recognition is awarded to early-career faculty who demonstrate exceptional commitment to their institution's mission and contribute significantly to research and education. The award highlights Bajcsy's dedication to advancing the field of robotics and her impact on the academic community.
Awards
RoboScience launches Visics, a versatile embodied model for cross-ontology, cross-object, and cross-task applications.
On June 24, RoboScience, a company specializing in embodied intelligence, unveiled its self-developed Visics large model, introducing the innovative VLOA (Vision-Language-Object-Action) architecture. This announcement marks a significant advancement in the field, demonstrating the model's applications in real-world scenarios such as furniture assembly, dexterous grasping, and dynamic assembly lines. The current landscape of embodied intelligence lacks a universally accepted foundational representation unit, which hampers data collection, model learning, and the transfer of knowledge to new contexts. Traditionally, models have focused on replicating specific robotic movements tied to particular tasks, limiting their adaptability to new robots, objects, or environments. Founder and CEO Tian Ye highlighted three major challenges in robotic operations: poor generalization, difficulty in precise manipulation, and cumulative errors in long-range tasks. To address these issues, RoboScience has developed a new foundational representation unit from the ground up. The Visics model employs a dual-engine architecture, consisting of an embodied world model and a universal operation model, each operating independently. The embodied world model utilizes vast amounts of internet video data to learn the physical dynamics of objects, while the operation model translates object trajectories into actionable commands for robots. This layered design enhances the model's generalization capabilities across various robotic platforms and tasks. RoboScience's innovative approach also includes a high-precision simulation engine, RoboMirage, which, combined with automated video data annotation, significantly reduces data acquisition costs. The company aims to build a comprehensive dataset of over 1 terabyte of high-quality manipulation trajectories by 2026. Since its inception, RoboScience has garnered support from multiple investors and established research and production centers in major Chinese cities. The company plans to collaborate with various sectors, including retail and logistics, to standardize robotic products for industrial and commercial applications by the end of this year.
Accelerating Science: A Blueprint for a Renewed National Quantum Initiative
Quantum technologies are becoming essential for maintaining economic competitiveness, national security, and scientific leadership in the 21st century. The United States recognizes the importance of sustaining its leadership in quantum information science to ensure continued advancements and innovations in this field. As nations around the world invest heavily in quantum research and development, the U.S. aims to bolster its capabilities through strategic initiatives and collaborations. This focus on quantum technologies is driven by the potential to revolutionize various sectors, including computing, communications, and materials science. By prioritizing investment and fostering a robust research environment, the U.S. seeks to secure its position at the forefront of this transformative technology landscape.
Digital Twins: Transforming the Factories of the Future
As media attention focuses on humanoid robots and generative artificial intelligence, a less flashy yet equally transformative technology is quietly reshaping the global industry: digital twins. This innovative approach is emerging as a crucial element in the ongoing industrial transformation, offering strategic advantages that may rival those of more visible technologies. The concept of digital twins involves creating virtual replicas of physical systems, enabling companies to optimize operations and improve efficiency. This shift is expected to significantly impact the future of manufacturing, positioning digital twins as a foundational component in the evolution of factories worldwide.
À la une IA Industrie Robotique analyse de données industrielles automatisation industrielle.
Transforming Data Science With NVIDIA RTX PRO 6000 Blackwell Workstation Edition
In response to the increasing demands of data science, PNY Technologies has introduced the NVIDIA RTX PRO 6000 Blackwell Workstation Edition, a powerful solution designed to enhance the efficiency of data preparation, scaling, and processing for massive datasets. As traditional CPU-based systems struggle to keep pace with modern AI and analytics workflows, this workstation offers accelerated computing performance that seamlessly integrates into enterprise environments. The launch of the RTX PRO 6000 comes at a time when data scientists face significant challenges, including the complexity of data preparation and the rapid growth of data volumes, which often leads to suboptimal downsampling practices. With the demand for advanced AI hardware outstripping supply, PNY's workstation aims to fill this gap by providing real-time rendering, rapid prototyping, and collaboration capabilities. Equipped to support up to four NVIDIA RTX PRO 6000 GPUs, this workstation delivers data center-level performance directly to users' desktops, enabling them to handle extensive datasets and perform advanced visualizations efficiently. The system is optimized for AI workflows, leveraging NVIDIA's software stack to facilitate zero-code-change acceleration for Python-based tasks and support over 100 AI applications. By offloading compute tasks from data centers and minimizing reliance on cloud resources, organizations can enhance security and reduce costs. The RTX PRO 6000 Blackwell Workstation Edition is positioned as a transformative tool for data scientists, streamlining the entire data science pipeline from preparation to model deployment, and significantly boosting productivity and innovation in enterprise-ready AI development.
Artificial-intelligence Computing Data-science Gpu-acceleration Ai-workstations Nvidia
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
Weihan Power Showcases at the 28th Beijing International Science and Technology Industry Expo, Supporting the 'True Work' Robot Ecosystem
At the 28th Beijing International Science and Technology Industry Expo, Weihan Power showcased its latest innovations in integrated joint modules and advanced robotic applications. The event, held recently in Beijing, highlighted the company's commitment to delivering high-density power solutions designed to enhance the reliability and performance of robotic technologies. By demonstrating these advancements, Weihan Power aims to promote scalable robotic applications across diverse industries, positioning itself as a leader in the evolving tech landscape.
Robotic Technology Joint Modules Automation Solutions AI Robotics
With navigating nematodes, scientists map out how brains implement behaviors
Scientists at MIT have developed a comprehensive map detailing the neural processes in C. elegans worms as they navigate toward appealing odors or steer clear of unpleasant ones. This groundbreaking research, which sheds light on the decision-making mechanisms in these simple organisms, was conducted to better understand the fundamental principles of sensory processing and behavior. By employing advanced imaging techniques, the team was able to observe the specific neural pathways activated during these olfactory-driven behaviors. The findings, published recently, could have broader implications for understanding similar processes in more complex organisms, including humans, and may contribute to advancements in neuroscience and behavioral studies.
Research Neuroscience Animals Behavior Brain and cognitive sciences Picower Institute
MIT and Toyota Develop SceneSmith to Enhance Robot Training with AI-Generated Environments
MIT and the Toyota Research Institute have introduced SceneSmith, a system that utilizes AI agents to create realistic 3D environments for robot training. This innovation addresses the significant challenge of generating diverse simulation content, which is crucial for teaching robots various tasks in a cost-effective manner. The SceneSmith system employs three AI agents, leveraging the advanced vision-language model GPT-5.2, to design intricate indoor scenes. These environments, featuring up to six times more objects than previous methods, allow robots to practice skills in a rich virtual playground, ultimately reducing the need for extensive real-world testing. As the research progresses, the effectiveness of these AI-generated environments will be closely monitored. The team has already demonstrated that robots can successfully navigate and perform tasks in these virtual settings, indicating a promising future for robotic training methodologies. No further timeline was disclosed at the time of publication.
Research Robotics Artificial intelligence Simulation Computer science and technology Machine learning
New chip could help tiny robots traverse complex environments
A team of researchers has developed an innovative method for creating 3D maps to enhance navigation systems, utilizing a combination of an efficient algorithm and specialized hardware. This advancement, which was announced in October 2023, aims to significantly reduce the memory and power requirements typically associated with 3D mapping technologies. By streamlining the mapping process, the researchers hope to improve the efficiency and accessibility of navigation tools, making them more practical for a variety of applications, including autonomous vehicles and mobile devices. The integration of dedicated hardware with the algorithm allows for rapid map generation, which could lead to faster and more reliable navigation solutions in real-world scenarios.
Research Computer science and technology Algorithms Artificial intelligence Machine learning Robotics
SpaceX's Starmind Plans 1 Million AI Satellites Amid Collision Risks
SpaceX has announced its ambitious Starmind project, which aims to deploy 1 million AI satellites in orbits between 500 and 2,000 km. This initiative, confirmed by Elon Musk on June 23, 2026, follows a merger with xAI, valuing the combined entity at $1.25 trillion. The satellites will function as orbital data centers, processing AI workloads powered by solar arrays and linked by optical lasers. The significance of Starmind lies in its potential to add 100 gigawatts of AI compute capacity annually, contingent on the successful operation of the Starship launch system. However, the project raises concerns regarding space debris, as the current orbital environment is already congested, with a 20% increase in collision risk reported since 2024. The European Space Agency has highlighted that the density of debris in low Earth orbit is now comparable to that of active satellites, complicating the operational landscape for new entrants like Starmind. Looking ahead, the first operational orbital AI deployments are targeted for 2028, with test launches expected in early 2027. However, the project faces scrutiny regarding its impact on space debris, as even a 1% failure rate could significantly increase the number of uncontrollable objects in orbit, exacerbating existing risks. No further timeline was disclosed at the time of publication.
SpaceX Proposes 1 Million AI Satellites to Address Ground Data Center Constraints
On January 30, 2026, SpaceX filed with the FCC to launch up to 1 million AI compute satellites, positioning orbital data centers as a solution to the increasing demand for AI computing power. Ground data centers are facing significant challenges, with energy consumption projected to reach approximately 1,050 TWh in 2026, making them the fifth-largest electricity consumer globally. The demand for new data center capacity is outpacing the growth of power generation infrastructure, leading to a critical bottleneck in the grid system. The significance of this initiative lies in the structural constraints faced by ground data centers, including power delivery limitations, high water consumption, and local opposition to new projects. The Uptime Institute's 2026 outlook identifies power as the primary constraint on data center growth, with capacity clearing prices in the PJM grid skyrocketing to $329.17/MW, driven by data center expansion. Additionally, cooling requirements are becoming increasingly unsustainable, with facilities consuming vast amounts of water, further complicating their operational viability. Looking ahead, SpaceX's orbital AI compute initiative aims to circumvent these challenges by leveraging the advantages of space, such as continuous solar power and minimal local opposition. The first AI prototypes are expected to launch in early 2027, with operational deployments planned for 2028. No further timeline was disclosed at the time of publication.
SpaceX Launches Starmind Project for 1 Million AI Satellites by 2028
SpaceX has officially named its orbital AI infrastructure project 'Starmind,' which aims to deploy a constellation of up to 1 million satellites. This initiative, confirmed by Elon Musk on June 22, 2026, will enable AI inference directly in space, utilizing solar energy rather than terrestrial power sources. The first satellite, designated AI1, was unveiled on June 8, 2026, and is designed to operate in sun-synchronous orbits. The significance of Starmind lies in its potential to overcome the limitations faced by ground-based data centers, such as land, power, and water constraints. By running AI computations in orbit, Starmind can provide a more efficient solution to the growing demand for AI computing power. The project leverages the existing Starlink infrastructure for data transmission, distinguishing its function from Starlink's internet relay capabilities. Looking ahead, SpaceX plans to begin hardware deployment with the AI1 satellite, while full-scale production and deployment of the satellite constellation are targeted for 2028. As of now, no Starmind satellites have been launched, and further engineering challenges remain to be addressed, particularly regarding the scalability of the satellite design.
Oak Ridge National Lab reveals ‘hidden workforce’ behind AI-powered research facilities
By Clint Keaton Behind every self-driving laboratory at the US Department of Energy’s Oak Ridge National Laboratory is a team most people never see. Facilities and Operations (F&O) workers are building and maintaining the infrastructure that makes autonomous science possible. Autonomous labs run with little human intervention. Instead, they rely on robotics, sensors and automation […]
Autonomous Vehicles Features Science artificial intelligence autonomous laboratories autonomous science
NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure
The U.S. National Science Foundation’s National Artificial Intelligence Research Resource (NAIRR) pilot program has been instrumental in advancing innovative research over the past two years, supporting more than 700 projects across the country. These initiatives cover a wide range of topics, including protein prediction and infectious disease modeling. By providing essential resources and funding, the NAIRR program aims to enhance the capabilities of researchers and institutions in the field of artificial intelligence. This initiative not only fosters collaboration among scientists but also addresses pressing challenges in health and technology, showcasing the potential of AI to drive significant advancements in various sectors.
"BioGeometry" secures hundreds of millions in strategic funding to create a "microscopic world model" in life sciences.
AI-native biotechnology company BaiAo Geometry has successfully secured several hundred million yuan in strategic financing, with investments led by the Shanghai Biomedical Innovation Transformation Fund, Guoke Investment, Dacheng Wisdom, and Xinglian Capital, alongside follow-on investments from GaoRong Capital and the Index AI Industry Innovation Fund. The funds will primarily support the ongoing development of their life sciences micro-world model, GeoFlow, and the advancement of their proprietary drug pipeline. Artificial intelligence is rapidly evolving along two main trajectories: digital AI, represented by large language and multimodal models, and physical AI, exemplified by autonomous vehicles and humanoid robots. Life AI is emerging as a promising frontier, a sentiment echoed by leading global investors and scientists. BaiAo Geometry's GeoFlow model, launched in 2024, aims to understand and design molecular interactions at an atomic level, enabling the creation of novel molecules that have never existed in nature. The company has iterated GeoFlow multiple times, achieving significant advancements in protein structure prediction and de novo design capabilities. By applying Test-Time Scaling technology, BaiAo Geometry enhances the success rate of protein designs without the need for extensive retraining. This innovation allows for the rapid generation and optimization of high-affinity binding molecules, significantly reducing the time and cost associated with traditional drug discovery processes. BaiAo Geometry has established over 20 business development collaborations with domestic and international pharmaceutical companies, focusing on high-specificity antibody design and vaccine development. The company is currently working on the next iteration of GeoFlow, which aims to expand modeling from individual molecules to entire molecular systems, further revolutionizing drug development in the biotechnology sector.
National Robotics Week 2026 Underscores Robotics as a Critical U.S. Industry and Workforce Engine
National Robotics Week 2026 is set to showcase the increasing significance of robotics in driving innovation and shaping the workforce in the United States. Scheduled for April 3-11, the event will take place across various locations nationwide, including educational institutions, research facilities, and community centers. This annual celebration aims to raise awareness about the advancements in robotics technology and its applications in diverse sectors such as manufacturing, healthcare, and education. The initiative seeks to engage the public, particularly students and young professionals, in understanding the potential of robotics to transform industries and create new job opportunities. Through workshops, demonstrations, and interactive exhibits, participants will have the chance to explore the latest robotic technologies and their implications for the future workforce. Organizers emphasize the importance of fostering interest in STEM (Science, Technology, Engineering, and Mathematics) fields, as well as encouraging collaboration between academia, industry, and government to drive further innovation. By highlighting the role of robotics in enhancing productivity and efficiency, National Robotics Week aims to inspire the next generation of engineers and innovators to pursue careers in this rapidly evolving field.
Tulsiani Receives NSF CAREER Award
Shubham Tulsiani, an assistant professor at Carnegie Mellon University's Robotics Institute, has been honored with the National Science Foundation's prestigious CAREER Award. This recognition is awarded to early career faculty who demonstrate exceptional potential in their research and education efforts. Tulsiani's project focuses on developing advanced perception systems aimed at enhancing the understanding of the three-dimensional world. The award underscores both his innovative contributions to the field of robotics and the importance of fostering new talent in scientific research.
Awards
Jiaoyang Li Earns NSF CAREER Award
Jiaoyang Li, an assistant professor at Carnegie Mellon University's Robotics Institute, has been awarded the National Science Foundation's Faculty Early Career Development (CAREER) award. This prestigious recognition, announced recently, honors early-career faculty who demonstrate exceptional commitment to their institution's mission and contribute significantly to their field. The CAREER program is designed to support and advance the careers of promising educators and researchers, underscoring the importance of their work in academia and beyond. Li's achievement highlights his dedication to innovation in robotics and his potential to influence future developments in the discipline.
Awards Research
Record Visitor Numbers and a Rise in Innovation Marks Milestone Year for Oceanology International
Last week, the global ocean technology, engineering, and science communities convened in London for Oceanology International 2026 (Oi26), a significant event that turned the Excel exhibition center into a dynamic hub of innovation. Thousands of attendees gathered to explore groundbreaking technologies and next-generation equipment, fostering high-energy deal-making and collaboration. The event highlighted the importance of advancements in ocean-related fields, showcasing the collective efforts of industry leaders and researchers to address pressing challenges facing the world's oceans. Through a series of presentations, demonstrations, and networking opportunities, participants engaged in discussions aimed at driving progress and sustainability in ocean science and technology.
events oceanology international 2026 oi26
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)
Oceanology International Extends Deadline for Industry Call for Content
Oceanology International, a premier global platform for ocean science, engineering, and technology, has announced an extension for submissions to its esteemed conference program for the upcoming event scheduled for next year. This decision aims to encourage industry leaders and professionals to share their innovative ideas and research, fostering collaboration and knowledge exchange within the oceanic community. By providing additional time for proposal submissions, the organizers hope to attract a diverse range of contributions that address pressing challenges and advancements in ocean-related fields. The event will take place in a yet-to-be-disclosed location, further details of which are expected to be revealed soon. This initiative underscores the commitment of Oceanology International to advance the dialogue on ocean sustainability and technological innovation.
oceanology international deadline extension call for content events
EVENT: Oceanology International Drives Innovation to Power the Future Ocean Economy
Oceanology International, a premier event for ocean science, engineering, and technology, is set to take place at London’s ExCeL from March 10 to 12, 2026. This gathering aims to unite professionals from various sectors, including offshore energy, ocean observation, and defense, fostering innovation and collaboration within the global ocean community. The 2026 edition will focus on showcasing groundbreaking solutions that are shaping the future of ocean exploration, enhancing environmental monitoring, and promoting sustainable marine operations. Attendees can expect three days filled with networking opportunities and insightful discussions that highlight the latest advancements in ocean-related technologies and practices.
events oceanology international innovation ocean economy
WTWH Media Transforms and Rebrands as Arrowfly to Enhance B2B Engagement
WTWH Media, the parent company of The Robot Report, has officially rebranded as Arrowfly. This change reflects its evolution from a specialized trade publisher to a comprehensive B2B media, events, and marketing entity. Arrowfly aims to connect hard-to-reach professional decision-makers with trusted journalism and industry intelligence across three key sectors: Engineering, Healthcare and Life Sciences, and Food, Retail, and Hospitality. The rebranding is significant as it positions Arrowfly to better serve professionals through its extensive portfolio, which includes over 40 vertical media brands and more than 45 industry events. The company emphasizes that while its name and visual identity have changed, its commitment to editorial independence and community engagement remains steadfast. This transformation is designed to strengthen the connections within its professional networks and enhance the overall experience for its audience. Looking ahead, Arrowfly is poised for growth and expansion, with a focus on maintaining the trust it has built over the years. The leadership, including CEO Matt Logan, highlights the importance of editorial authority and community reliance in driving decision-making. No further timeline was disclosed at the time of publication.
Business Resources News Press Release Arrowfly WTWH WTWH Media
Yuanluo Technology Unveils First Autonomous Laboratory Utilizing Object-Centric Physics Model
Yuanluo Technology has successfully launched the world's first autonomous laboratory on a national research platform, marking a significant advancement in embodied intelligence. The laboratory's robotic system can autonomously perform over 40 operations, including nucleic acid extraction and cytotoxicity testing, with a precision of less than one millimeter. This achievement demonstrates the robot's capability to execute complex, multi-step tasks continuously for over three hours, addressing challenges in throughput and consistency in biochemical research. This development is crucial as it signifies a shift from demonstration to practical application of embodied intelligence in the biochemical and material science sectors. The Object-centric Physics Native Model (OPN), developed by Yuanluo, enables the robot to understand and adapt to the dynamic conditions of a real laboratory environment. By integrating visual, tactile, and force feedback, the robot can make real-time adjustments, ensuring stable execution of intricate experimental workflows across multiple devices. Looking ahead, the successful implementation of this autonomous laboratory sets the stage for further advancements in research and development processes across various industries, including public health and advanced manufacturing. The next milestones will involve expanding the capabilities of the OPN model and integrating it into more complex industrial systems. No further timeline was disclosed at the time of publication.
Autonomous Laboratories Embodied Intelligence Biochemical Research Robotics AI
PHANES AI Launches TouchWorld Tactile Model for Enhanced Robot Dexterity
PHANES AI, established by 28-year-old Yang Shuo from HIT, has introduced TouchWorld, a tactile foundation model designed to enhance robotic manipulation capabilities. This model enables robots to perform precise physical tasks by incorporating a sense of touch, marking a significant advancement in robotic dexterity and interaction with their environment. The introduction of TouchWorld is significant as it allows robots to predict and react to tactile stimuli, which is crucial for applications requiring fine motor skills. This development could lead to improved performance in various sectors, including manufacturing and healthcare, where dexterous manipulation is essential for tasks such as assembly or surgical procedures. Looking ahead, the impact of TouchWorld on the robotics industry will be closely monitored, particularly regarding its adoption in real-world applications. No further timeline was disclosed at the time of publication, but the potential for this technology to transform robotic capabilities is substantial.
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
NVIDIA BioNeMo Agent Toolkit Brings Accelerated AI to Life Sciences Researchers in Claude Science
NVIDIA is at the forefront of a transformative shift in the life sciences sector, leveraging over a decade of expertise in developing a comprehensive GPU-accelerated computing stack. This stack includes hardware, frameworks, libraries, models, microservices, and specialized tools designed to enhance computational capabilities in biological research and healthcare. The company's advancements are aimed at addressing the growing demand for sophisticated data analysis and processing in life sciences, which has increasingly relied on computational power to drive innovation and discovery. As of October 2023, NVIDIA's initiatives are set to revolutionize how researchers and healthcare professionals utilize technology, ultimately improving outcomes in various applications from drug discovery to personalized medicine.
X Square Robot Secures Four Consecutive Financing Rounds, Surpasses US$2.8 Billion Valuation in Push for Physical AI Foundation Models
A new funding initiative has been launched to advance the development of embodied AI foundation models, enhance commercial deployments, and establish integrated robotics infrastructure. This initiative marks a significant collaboration as it is the only embodied AI company supported by all four major Chinese internet technology leaders. The funding aims to accelerate innovation in the field of artificial intelligence and robotics, reflecting a growing interest in integrating AI into practical applications. The initiative is expected to facilitate the creation of advanced AI systems that can interact with the physical world, thereby transforming various industries.
"Featured in Science, a New Biomimetic Approach! Soft Actuators for Minimally Invasive Autonomous Tumor Removal"
Researchers have introduced a groundbreaking biomimetic approach for minimally invasive tumor removal, as detailed in a recent publication in the journal Science. This innovative method utilizes soft actuators designed to autonomously navigate and eliminate tumors with precision. The study, conducted by a team of scientists, aims to enhance surgical techniques and reduce recovery times for patients undergoing cancer treatment. By mimicking natural movements found in certain organisms, the soft actuators can adapt to various tissue types, ensuring minimal damage to surrounding healthy cells. This advancement represents a significant step forward in the field of medical robotics and could revolutionize how tumors are treated in clinical settings. The research highlights the potential for these soft actuators to transform surgical practices, making them safer and more efficient for patients in need of tumor removal.
Robotics Automation AI
NVIDIA Vera CPU Opens the Way for Agentic Scientific AI at Los Alamos National Laboratory
Los Alamos National Laboratory (LANL) is set to enhance its computational capabilities with the development of new supercomputers, named Mission, Vision, and Veritas, in collaboration with HPE and NVIDIA. This initiative aims to harness NVIDIA Vera CPUs to significantly accelerate scientific discovery and advance the integration of agentic AI in scientific research. The project underscores LANL's commitment to leveraging cutting-edge technology to address complex scientific challenges. The supercomputers are expected to play a crucial role in various research domains, facilitating breakthroughs that could have far-reaching implications for science and technology.
From ball to rover: Transformable palm-sized rover SORA-Q for autonomous lunar exploration
In June 2026, a groundbreaking study published in Science Robotics highlights advancements in robotic technology, showcasing innovative designs and applications that could revolutionize various industries. Researchers from leading institutions collaborated to develop these robots, which are engineered to enhance efficiency and safety in sectors such as manufacturing, healthcare, and logistics. The study emphasizes the integration of artificial intelligence and machine learning, enabling robots to adapt to complex environments and perform tasks with greater precision. This research is particularly timely as industries seek to recover and innovate following disruptions caused by global events in previous years. The findings were presented at an international robotics conference held in Tokyo, where experts gathered to discuss the future of automation and its implications for the workforce. The motivation behind this research stems from the increasing demand for automation solutions that can address labor shortages and improve productivity. By employing advanced algorithms and sensor technologies, the robots demonstrated their ability to collaborate with human workers, paving the way for safer and more efficient workplace environments. This study not only marks a significant milestone in robotic development but also sets the stage for further exploration into the ethical and economic impacts of widespread robotic integration in society.
Research Article
RoboScience Advances Embodied Intelligence Towards the VLOA Era at ICRA
RoboScience is making strides in the field of embodied intelligence with its innovative Vision-Language-Object-Action (VLOA) framework, designed to improve robotic capabilities by enabling robots to predict changes in objects within dynamic environments. The company recently gained notable recognition at the International Conference on Robotics and Automation (ICRA), where it presented groundbreaking research focused on robotic manipulation and dual-arm collaboration. This research aims to tackle the complexities faced in real-world applications, positioning RoboScience at the forefront of advancements in robotics.
Embodied Intelligence Robotic Manipulation Dual-Arm Robotics AI VLOA
NVIDIA Launches Cosmos 3, the Open Frontier Foundation Model for Physical AI
NVIDIA has unveiled its latest innovation, the NVIDIA Cosmos™ 3, a groundbreaking open world foundation model designed for physical AI. This advanced system integrates a mixture-of-transformers architecture that seamlessly combines vision reasoning, world generation, and action prediction into one cohesive platform. The launch, which took place today, marks a significant step forward in the development of artificial intelligence, aiming to enhance the capabilities of AI in understanding and interacting with the physical world. By leveraging this sophisticated technology, NVIDIA seeks to push the boundaries of AI applications across various industries, paving the way for more intelligent and responsive systems.
Chef Robotics Advances Bi-Manual Physical AI System for Prep Table Food Assembly Powered by a Food Foundation Model
Chef Robotics has announced the development of a bi-manual physical AI system aimed at enhancing food assembly tasks on prep tables, such as burger and burrito preparation. This innovative system, which is set to launch on May 19, 2026, will cater to various sectors including ghost kitchens, fast-casual restaurants, and catering services, focusing on lower-volume yet more complex meal assembly compared to traditional food manufacturing processes. The new AI system utilizes two robotic arms for coordinated and dexterous manipulation, mimicking human-like capabilities to handle a variety of food items and utensils. It is powered by Chef's Food Foundation Model (FFM), which employs imitation learning to adapt quickly to diverse tasks and environments, overcoming the limitations of existing robotic systems that struggle with the variability of food materials. Chef Robotics aims to automate manual prep table assembly, a critical area in the food industry that has remained largely reliant on human labor. By leveraging the FFM, the system is designed to learn from demonstrations, allowing it to generalize across different tasks and robotic platforms. This advancement is expected to improve operational efficiency, yield, and consistency in food preparation, ultimately transforming how food assembly is approached in various culinary settings.
RAPTOR: A foundation policy for quadrotor control
In May 2026, a groundbreaking study published in Science Robotics highlights advancements in robotic technology that could revolutionize various industries. Researchers from leading universities and tech companies collaborated to develop a new generation of robots capable of performing complex tasks with enhanced precision and efficiency. This innovation aims to address labor shortages and improve productivity in sectors such as manufacturing, healthcare, and logistics. The study showcases robots equipped with advanced artificial intelligence and machine learning algorithms, enabling them to adapt to dynamic environments and learn from their experiences. The research team conducted extensive testing in real-world scenarios to demonstrate the robots' capabilities, revealing significant improvements in operational speed and accuracy compared to previous models. The motivation behind this development stems from the increasing demand for automation in response to global economic challenges and the need for more efficient workflows. By integrating these sophisticated robots into various industries, the researchers believe they can not only alleviate workforce pressures but also enhance safety and reduce operational costs. As industries continue to evolve, the findings from this study could pave the way for widespread adoption of robotic solutions, ultimately transforming how businesses operate and interact with technology. The implications of this research extend beyond mere automation, suggesting a future where humans and robots work collaboratively to achieve greater outcomes.
Research Article
Real-life Transformers: China’s Unitree debuts ‘mecha’ robot that shifts from 2 legs to 4
A Chinese robotics company, Unitree Robotics, has introduced an innovative manned "mecha" called the GD01, which can switch between bipedal walking and four-legged movement. The unveiling took place on Tuesday, showcasing the machine's design that draws inspiration from popular science fiction, resembling an Autobot from the Transformers franchise. Weighing 500 kilograms, approximately the same as a grand piano, the GD01 is constructed from high-strength alloys and is intended for civilian transport. The starting price for this cutting-edge technology is set at 3.9 million yuan, equivalent to about US$573,674. This development highlights the company's ambition to bridge the gap between futuristic concepts and practical applications in everyday life.
Autonomous Defense Startup Scout AI Raises $100M Series A to Build Foundation Model for Unmanned Warfare
Scout AI, a defense-focused artificial intelligence startup, has successfully secured $100 million in an oversubscribed Series A funding round aimed at advancing its foundation model for autonomous military operations. The funding, which was co-led by Align Ventures and Draper Associates, attracted investments from several notable firms including Decisive Point, Booz Allen Ventures, BVVC, Neman Ventures, Evolution VC Partners, and Heraclitus Capital Management, among others. This significant financial backing will enable Scout AI to enhance its technological capabilities and accelerate the development of solutions designed to improve military efficiency and effectiveness. The funding round reflects growing interest and investment in AI technologies within the defense sector, highlighting the increasing reliance on advanced technology for national security operations.
AI AI Funding & Investment Robotics Align Ventures autonomous autonomous uncrewed surface vessel technology
National Robotics Week — Latest Physical AI Research, Breakthroughs and Resources
During National Robotics Week, NVIDIA is showcasing significant advancements in artificial intelligence that are integrating seamlessly into the physical world. The company emphasizes the increasing prevalence of robots across various sectors, including agriculture, manufacturing, and energy. This initiative aims to demonstrate how these technological innovations are revolutionizing industries and enhancing productivity. By highlighting these breakthroughs, NVIDIA seeks to raise awareness about the transformative potential of robotics and AI, underscoring their role in shaping the future of work and industry.
NYU’s Quantum Institute Bridges Science and Application
New York University (NYU) has launched the NYU Quantum Institute (NYUQI) in Manhattan's West Village, positioning itself as a pivotal player in the rapidly evolving field of quantum technology. This initiative aims to harness the dense urban ecosystem surrounding the university, which is home to over 500 tech firms, banks, and hospitals, to accelerate advancements in quantum computing, sensing, and communications. The institute, led by Director Javad Shabani, seeks to break down traditional academic silos by fostering collaboration among physicists, engineers, and computer scientists. This integrated approach is designed to enhance the development of practical quantum solutions, which have been hindered by fragmentation in the field. NYUQI will operate from a newly renovated million-square-foot facility, complemented by a state-of-the-art Nanofabrication Cleanroom in Brooklyn, allowing for real-time testing and refinement of quantum technologies. Recently, New York Senators Charles Schumer and Kirsten Gillibrand secured $1 million in funding to introduce Thermal Laser Epitaxy technology at NYU, marking a significant advancement in the U.S. quantum research landscape. The institute also aims to address the skills gap in the quantum workforce by launching a Master of Science in Quantum Science & Technology program, preparing students to tackle complex challenges in this interdisciplinary field. By leveraging its urban location and fostering collaboration, NYUQI aims to transform theoretical quantum research into practical applications, ultimately contributing to advancements in finance, medicine, and security.
Nyu-tandon Quantum-computing Quantum-internet Semiconductors Quantum-communications
How to Build a Digital Foundation for Your Robotics and Automation Strategy
A robust digital infrastructure is essential for the successful implementation of automation initiatives, according to industry experts. They emphasize that such a foundation enables these initiatives to scale effectively, adapt to changing needs, and achieve optimal performance. However, without this critical framework, many automation efforts tend to falter, failing to realize their full potential. This insight comes as organizations increasingly seek to enhance operational efficiency through automation, highlighting the importance of investing in a strong digital backbone to support these transformative efforts.
Japan Science and Technology Agency Develops NVIDIA-Powered Moonshot Robot for Elderly Care
A groundbreaking advancement in technology is on the verge of emergence, potentially rivaling the smartphone's impact on daily life. The Japan Science and Technology Agency is funding the Moonshot research program, which aims to develop innovative solutions in AI and robotics. This initiative is being propelled forward by NVIDIA, a leader in artificial intelligence and computing technology. While details remain under wraps, experts suggest that this new technology could significantly alter various sectors, although it may come with a higher price tag compared to current devices. The project is expected to push the boundaries of what is possible in technology, promising to deliver transformative tools that could reshape user experiences and interactions in the near future.
XTransfer Surpasses 700,000 Global Clients, Nearly Half from Overseas Enterprises
XTransfer, a prominent B2B cross-border trade finance platform in China, marked a significant step in its global expansion at the Future Trade Conference 2025 held in Guangzhou. The event, which attracted over 3,500 industry professionals, including more than 300 international traders, focused on the theme “Connecting Global Trade with Local Accounts: Unlocking New Horizons.” During the conference, Bill Deng, the Founder and CEO of XTransfer, emphasized the importance of developing innovative solutions to facilitate international trade and enhance financial connectivity. This initiative aims to support businesses in navigating the complexities of global commerce, thereby fostering growth and collaboration in the international marketplace.
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From vision to reality: how to deploy foundation models across industries
The recent deployment of foundation models across various industries marks a significant transformation in the application of artificial intelligence. This shift is not merely about introducing a singular, powerful solution to replace existing workflows; rather, it emphasizes a complex and iterative process of aligning advanced technology with engineering practices and market demands. On Thursday, the founders of two prominent Chinese AI unicorns discussed these developments, highlighting the importance of adapting AI agents to meet specific industry needs. Their insights reflect a broader trend in the tech landscape, where the focus is on integrating AI solutions that enhance rather than disrupt current operational frameworks. This evolution is expected to drive innovation and efficiency, as businesses seek to leverage AI in a way that complements their existing systems.
Events AI Ant Group
MIT affiliates win 2026 Hertz Foundation Fellowships
A new fellowship program has been launched to support doctoral students in applied sciences, engineering, and mathematics who are dedicated to addressing critical challenges in science and technology. This initiative aims to recognize and empower emerging researchers who are developing innovative solutions to pressing issues. The program is designed to enhance the educational and research opportunities for these students, providing them with the resources necessary to advance their work. By fostering a new generation of scientists and engineers, the fellowship seeks to contribute to the advancement of knowledge and technology, ultimately benefiting society as a whole. The initiative is expected to play a significant role in shaping the future of scientific research and technological development.
Awards, honors and fellowships Students Graduate, postdoctoral Alumni/ae Chemistry Mechanical engineering
Robotics Summit keynote to present open foundation for AI-powered robots
Brian Gerkey, a prominent figure from Open Robotics, is set to deliver a keynote address at the upcoming Robotics Summit, where he will discuss the transformative impact of the open-source community on the development of robots and artificial intelligence. Scheduled to take place soon, this event aims to highlight the collaborative efforts that are driving innovation in AI-powered robotics. Gerkey's presentation will explore how open-source initiatives are laying the groundwork for advancements in robotic technology, emphasizing the importance of community-driven projects in shaping the future of automation. The summit serves as a platform for industry leaders and enthusiasts to engage with the latest trends and developments in robotics, underscoring the critical role of open-source collaboration in this rapidly evolving field.
Development Tools / SDKs / Libraries Events ROS / Open Source Solutions Open Robotics open source Open Source Robotics Alliance
"Peace Through Strength": Foundation CEO Showcases Phantom Robot on Fox Business
Sankaet Pathak appeared on "Mornings with Maria" to share insights on the increasing integration of humanoid robots in Ukraine, emphasizing their potential impact on the workforce. He highlighted the "inevitable" trend of automation affecting white-collar jobs, suggesting that this shift is not only a possibility but a forthcoming reality. Pathak also unveiled an ambitious master plan that envisions the application of these technologies extending to remote locations such as Antarctica and the Moon. His discussion underscored the transformative potential of robotics and automation in various sectors, reflecting on the broader implications for the future of work and exploration.
sankaet-pathak US phantom foundation
UCF-led virtual experience research accelerator achieves initial milestones for XR science
An international research consortium, spearheaded by the University of Central Florida (UCF), has unveiled two groundbreaking advancements in renewable energy technology. This announcement was made during a press conference held on October 15, 2023, at the UCF campus in Orlando. The consortium, which includes experts from various institutions across the globe, aims to address the urgent need for sustainable energy solutions in response to climate change and rising global energy demands. The first innovation involves a new type of solar panel that significantly increases energy conversion efficiency, making solar power more viable for widespread use. The second breakthrough focuses on an advanced energy storage system that allows for more efficient and reliable storage of renewable energy, addressing one of the key challenges in the transition to sustainable energy sources. These developments are expected to play a crucial role in reducing carbon emissions and promoting the use of clean energy. By leveraging cutting-edge research and collaboration among leading scientists and engineers, the consortium hopes to accelerate the adoption of renewable energy technologies worldwide. The project exemplifies a commitment to innovation and sustainability, aiming to contribute to a greener future for generations to come.
AI and RoboticsRobotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
