Industry Briefing
A single destination for timely, editor-curated robotics news from around the world.
Foundation Robotics CEO Details Ukraine Pilot, "Super-Heavy" Phantom 2, and Rejection of Companion Bots
In a recent podcast, Sankaet Pathak, CEO of Foundation Robotics, discussed the company's strategic focus, highlighting an equal division between defense and commercial projects. He announced the launch of a pilot program in Ukraine, which aims to enhance operational capabilities in challenging environments. Additionally, Pathak hinted at the upcoming release of the ruggedized Phantom 2, designed to withstand harsh conditions. This initiative reflects Foundation Robotics' commitment to innovation in both military and civilian sectors, addressing the growing demand for advanced robotics solutions.
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Watch: Foundation Puts Phantom Through a Gauntlet of Marbles and Banana Peels
Foundation Robotics has unveiled a new technical demonstration featuring its Phantom MK1 humanoid robot, which successfully navigated a series of intricate and humorous physical obstacles. This event, aimed at stress-testing the robot's balance and spinal cord control systems, showcased the advanced capabilities of the Phantom MK1. The demonstration took place recently, highlighting the ongoing advancements in robotics technology. By simulating challenging scenarios, Foundation Robotics aims to enhance the robot's performance and reliability in real-world applications, ultimately pushing the boundaries of humanoid robotics.
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Decoupling the Brain: Inside Foundation’s Phantom Head Assembly
Foundation Robotics is advancing its technical series by providing insights into the design and functionality of its humanoid robot. The latest installment focuses on the strategic placement of the robot's computer in its chest, a decision rooted in both engineering and evolutionary principles. This design choice enhances the robot's sensory capabilities, allowing it to better interact with its environment. By utilizing evolutionary concepts, Foundation Robotics aims to optimize the robot's sensory array, improving its performance and adaptability. The series, which aims to educate the public on the intricacies of robotics, continues to shed light on the innovative approaches being employed in the field.
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Watch: Inside Foundation’s Humanoid Factory and the Anatomy of a "War Machine"
Foundation Robotics has officially launched its "Robo Factory 1" in San Francisco, marking a significant milestone in robotics manufacturing. The facility showcases the manual assembly process of the Phantom MK1, a cutting-edge robotic system, alongside a newly developed bio-inspired tendon-driven hand. This opening event, which took place recently, highlights the company's commitment to advancing robotic technology and innovation. By integrating manual assembly techniques with advanced robotics, Foundation Robotics aims to enhance the functionality and versatility of its products, responding to the growing demand for sophisticated robotic solutions in various industries.
sankaet-pathak US phantom military-robotics foundation
Foundation Robotics Leans Into the "Killer App" — Literally
In a recent profile, Sankaet Pathak, the CEO of Foundation, openly supports the use of humanoid robots for military purposes. This endorsement comes in the wake of a failed demonstration that underscores the significant disparity between the ambitious goals for these robots on the battlefield and the current limitations of their engineering. The discussion highlights the ongoing challenges in developing technology that can meet the demands of modern warfare, raising questions about the future of robotics in combat scenarios.
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Foundation CEO Details Path to Armed Robots, Aims for 10,000-Unit Production in 2026
In a recent segment on NewsNation, Sankaet Pathak, CEO of Foundation, outlined the company's plans to advance its military capabilities, moving from the development of ground drones to the creation of armed robots. Pathak emphasized an ambitious target of producing 10,000 humanoid robots by the year 2026, reflecting the company's commitment to innovation in defense technology. This strategic shift aims to enhance military operations and address evolving security challenges.
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CNET Goes Hands-On With Foundation's 'Phantom' Humanoid as CEO Discusses Arming Robots
In a recent feature by CNET, Foundation Robotics showcased a hands-on demonstration of its Phantom MK1 humanoid robot, led by CEO Sankaet Pathak. During the event, Pathak elaborated on the company's aspirations within the military sector, revealing that the possibility of equipping the robots with firearms is being considered for the first time. This development highlights Foundation Robotics' strategic direction as it explores the integration of advanced robotics into defense applications.
sankaet-pathak US phantom military-robotics foundation cnet
Foundation CEO Discusses 'Dual-Use' Humanoids, From Factory Floors to Future Battlefields
In a recent interview, Sankaet Pathak, CEO of Foundation Robotics, discussed the company's innovative strategy focused on developing humanoid robots designed for industrial automation and military logistics. The conversation highlighted the company's specific hardware selections and ambitious production targets, which aim to set them apart in a competitive market. Pathak also addressed the controversial dual-use approach of their technology, which raises ethical considerations while positioning Foundation Robotics as a leader in both commercial and defense sectors. This strategic direction reflects a growing trend in robotics, where the integration of advanced technology serves multiple purposes, potentially reshaping industries and defense operations alike.
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'Don't Send a Marine, Send a Robot': Foundation Co-Founder Details Military Pitch for Humanoids
In a recent television interview, Mike LeBlanc, co-founder of Foundation and a former Marine, highlighted the company's commitment to developing humanoid robots specifically for defense purposes. He described these robots as autonomous ground drones intended to take on perilous tasks traditionally performed by soldiers. This military-oriented strategy emerges as Foundation, under the leadership of the controversial former Synapse CEO Sankaet Pathak, intensifies its efforts to establish a foothold in the competitive robotics industry.
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1X Teases "Incredible" Reveal Amidst Redwoods; Foundation Robotics Launches "Skynet Junior" Training Cluster
This week, robotics company 1X has generated buzz by teasing a significant update through a mysterious video set in a forest, showcasing its NEO humanoid robots. Concurrently, Sankaet Pathak, CEO of Foundation Robotics, revealed that their initial AI training cluster, dubbed "skynet junior," is now operational. The company also has ambitions to develop a more extensive "skynet" cluster in the near future. These developments highlight the ongoing advancements in robotics and artificial intelligence, as firms like 1X and Foundation Robotics push the boundaries of technology and innovation.
1X-technologies sankaet-pathak foundation NEO Bernt Børnich
Humanoid Startup Foundation Pins Hopes on Decades of AI Research to Give Robots a Deeper Understanding of Physics
Startup Foundation, under the leadership of former Synapse CEO Sankaet Pathak and AI research chief Professor Patrick van der Smagt, has announced plans to develop humanoid robots that utilize Deep Variational Bayes Filters to enhance their interaction with the environment. The initiative aims to revolutionize how robots learn and adapt to their surroundings. As the company sets ambitious fundraising targets to support this innovative project, experts are scrutinizing the scientific principles behind these claims, as well as the potential challenges that may arise during development. The project is positioned at the forefront of AI and robotics, promising to push the boundaries of technology and human-robot interaction.
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Foundation Robotics Reportedly Aiming for $100M Raise at $1B Valuation
Foundation, a humanoid robotics startup founded by former Synapse CEO Sankaet Pathak, is aiming to raise $100 million in funding, which would value the company at $1 billion. This funding initiative follows the recent launch of its 'Phantom' robot and comes in the wake of Pathak's previous venture facing bankruptcy. The ambitious financial goal reflects Foundation's confidence in its innovative technology and potential market impact, despite the challenges posed by the past failures of its leadership.
sankaet-pathak phantom foundation
Foundation Emerges With 'Phantom' Humanoid, Betting on Novel Actuators and Hybrid AI
Foundation Robotics, a new company founded in May 2023 and led by former Synapse CEO Sankaet Pathak, has unveiled its humanoid robot, 'Phantom,' aimed at revolutionizing industrial automation. The company is focusing on developing proprietary high-efficiency actuators and employing a hybrid AI methodology that integrates state-based models with imitation learning. With plans for initial deliveries set for mid-2025, Foundation Robotics seeks to distinguish itself from competitors such as Figure and Tesla by prioritizing superior hardware performance and expedited AI training processes. This strategic approach is designed to meet the growing demand for advanced automation solutions in various industries.
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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
Jiying Technology Launches First Zero-Shot Generalizable Physics Model for Engineering Simulations
Jiying Technology has unveiled its Jiying 2.0 physics foundation model, which is capable of zero-shot generalization across various geometries, materials, and boundary conditions. This model represents a significant advancement in physics AI, particularly for engineering simulations, and was announced in October 2023. The introduction of the Jiying 2.0 model is crucial as it allows engineers to simulate complex physical scenarios without the need for extensive retraining on specific datasets. This capability can enhance efficiency and reduce the time required for simulations, making it a valuable tool in engineering design and analysis. Looking ahead, industry professionals will be keen to observe how the adoption of the Jiying 2.0 model influences engineering practices and simulation accuracy. No further timeline was disclosed at the time of publication regarding additional features or updates to the model.
Technology
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.
"Building a Brain for Robots: How Chip Bridge Semiconductor Positions Itself in the Foundation of Embodied Intelligent Computing Power"
Chip Bridge Semiconductor is making significant strides in the development of advanced computing technology aimed at enhancing robotic intelligence. The company is focused on creating a new generation of chips designed to serve as the foundational brain for robots, enabling them to process information and respond to their environments more effectively. This initiative comes at a time when the demand for embodied intelligent computing is rapidly increasing, driven by advancements in artificial intelligence and automation. Located in Silicon Valley, Chip Bridge Semiconductor is leveraging cutting-edge research and development to innovate in this competitive field. The company aims to address the growing need for robots that can operate autonomously in various settings, from manufacturing to healthcare. By integrating sophisticated algorithms with powerful semiconductor technology, Chip Bridge is positioning itself as a leader in the robotics sector. The motivation behind this initiative is to create robots that not only perform tasks but also learn and adapt to new challenges, thereby improving efficiency and productivity across industries. Through strategic partnerships and investments in research, Chip Bridge Semiconductor is working to refine its chip designs and enhance their capabilities, ensuring that they meet the evolving needs of the market. As the landscape of robotics continues to evolve, Chip Bridge Semiconductor’s efforts could play a crucial role in shaping the future of intelligent machines, making them more capable and versatile in their applications.
Robotics Automation AI
Huaqin Technology and Zhengxing Innovation Reach Strategic Cooperation to Build an Industrial Physical Intelligence "Data Foundation and Smart Brain" Together.
Huaqin Technology and Zhengxing Innovation have announced a strategic cooperation aimed at developing a comprehensive industrial physical intelligence framework, which they refer to as a "Data Foundation and Smart Brain." This partnership, revealed on October 10, 2023, is set to take place in China, where both companies will leverage their technological expertise to enhance data-driven decision-making processes within the industrial sector. The collaboration seeks to address the growing demand for advanced data analytics and intelligent systems, enabling businesses to optimize operations and improve efficiency. By integrating their resources and knowledge, Huaqin Technology and Zhengxing Innovation aim to create innovative solutions that will drive the future of industrial intelligence.
Robotics Automation AI
Great Robots, Failed Companies: The Business Foundations Automation Startups Skip
Building a successful automation company involves challenges that extend beyond technical capabilities, according to industry experts. While teams may excel at designing functional robots or reliable automated systems, the real hurdles often lie in establishing the necessary business infrastructure to support these technologies. This aspect of development is frequently overlooked, yet it is crucial for turning innovative ideas into viable commercial ventures. As the automation sector continues to grow, addressing these foundational business issues will be essential for companies aiming to thrive in a competitive market.
Automation Business Technology automation industry automation news automation startup
Why Human Data Requires a Data Foundation Model
Human Data is confronting significant challenges in effectively embodying intelligence, prompting the development of a Data Foundation Model (DFM). This innovative framework aims to convert raw human data into high-quality, multi-modal, and task-ready formats, thereby enhancing data accuracy, efficiency, and scalability for training embodied models. The DFM is designed to provide a robust infrastructure that facilitates data integration and understanding while allowing for continuous evolution. By addressing these critical issues, the DFM seeks to improve the overall effectiveness of data utilization in various applications.
Human Data Data Foundation Model Embodied Intelligence Multi-modal Data Data Processing
Alibaba unveils Qwen-Robot series with three foundation models for embodied AI
On Tuesday, the Qwen team unveiled a new robotics suite that includes three foundational models: Qwen-RobotNav, Qwen-RobotManip, and Qwen-RobotWorld. These models are designed to integrate language processing with various physical actions, enhancing the capabilities of mobile robotics. Qwen-RobotNav, in particular, advances vision-language integration by employing controllable observation encoding and tool-based interfaces. This innovative model consolidates four essential tasks into a single framework, which includes instruction following and goal-directed navigation. The release aims to improve the interaction between language and robotics, paving the way for more sophisticated and versatile robotic applications.
News Feed
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.
RLWRLD releases RLDX-1, a dexterity-first foundation model for robot hands
RLWRLD has unveiled its latest innovation, the RLDX-1, a foundation model designed specifically for robotic hands. This new model aims to enhance dexterity by incorporating features such as context memorization and force sensing, which are often absent in current robotic models. The release of RLDX-1 marks a significant advancement in the field of robotics, addressing critical limitations that have hindered the performance of robotic hands.
Artificial Intelligence Artificial Intelligence / Cognition Design / Development Development Tools / SDKs / Libraries Grippers Human Robot Interaction / Haptics
Genesis AI Unveils GENE-26.5 Robot Foundation Model: Achieving Human-Level Tasks from Cooking to Piano Playing
Genesis AI has unveiled its inaugural robot foundation model, GENE-26.5, which demonstrates advanced capabilities in performing intricate tasks such as cooking, lab pipetting, and playing the piano with remarkable human-like dexterity. This launch, occurring in October 2023, aims to address the 'embodiment gap' in robotics by closely mimicking the structure of the human hand. The model employs cutting-edge data collection techniques to enhance its functionality and adaptability, marking a significant advancement in the field of robotics.
Robotics AI Human-Robot Interaction Data Collection Simulation Systems
Genesis AI Unveils Foundation Model, Hand & Data Collection System to Develop Human-Level Physical Manipulation for Robotics
Genesis AI has introduced a groundbreaking robotics foundation model named GENE-26.5, accompanied by a proprietary robotic hand and a data collection system aimed at enhancing the ability of robots to learn complex physical tasks by observing human behavior. This innovative system seeks to tackle the challenges associated with gathering substantial amounts of usable training data necessary for teaching robots to perform intricate tasks effectively. The unveiling of GENE-26.5 marks a significant advancement in the field of robotics, as it promises to streamline the learning process for robots, making them more adept at mimicking human actions.
AI AI Use Cases Robotics Eclipse Eric Schmidt Foundation AI Model for Robotics
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
The Death of the Label: Generalist AI Rejects 'World Models' in Favor of First-Class Physical Foundation
Pete Florence, CEO of Generalist AI, has expressed his views on the evolving terminology within the artificial intelligence sector, specifically criticizing terms such as 'VLA' and 'World Model' as mere temporary solutions. During a recent discussion, he emphasized that the architecture of GEN-1, which boasts a 99% scratch-trained framework, represents a strategic investment in the future reliance on purely robotic data. Florence's insights reflect a broader industry trend towards embracing more advanced and foundational approaches to AI development, suggesting a shift away from conventional terminologies as the field matures. This commentary comes as the AI landscape continues to evolve rapidly, with companies seeking to establish more robust and effective models for the future.
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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.
Humanoid Roundup: Figure AI's Milestone, Apptronik Award, and Foundation's Factory Focus
Figure AI recently marked its third anniversary by releasing a video featuring its advanced walking robot, highlighting the company's progress in humanoid robotics. Meanwhile, Apptronik's Apollo has been recognized with the prestigious 2025 IEEE RAS Award for Product Innovation, underscoring its significant contributions to the field. Additionally, Foundation Robotics demonstrated its Phantom robot's capabilities in automating consumer goods packing tasks, showcasing the practical applications of robotics in industry. These developments reflect the ongoing advancements in humanoid robotics, driven by a growing demand for automation and efficiency in various sectors.
NVIDIA Details Open-Source GR00T N1 Foundation Model and Hover Controller for Humanoids
At the Marktechpost miniCON Open Source AI 2025, NVIDIA Research Scientist Yuke Zhu unveiled Project GR00T, which focuses on a simulation-first strategy for developing generalist foundation models tailored for humanoid robots. The initiative includes the launch of the open-source GR00T N1 multimodal model and the Hover whole-body controller. These innovations aim to enhance cross-embodiment capabilities and expedite development processes for NVIDIA's robotics partners. This presentation highlights NVIDIA's commitment to advancing robotics technology through collaborative and open-source efforts.
NVIDIA open-source hover GR00T
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
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.
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Foundation’s 20-Minute Uncut Walking Video Is Deliberately Unimpressive
In a recent announcement, CEO Sankaet Pathak showcased a 20-minute, unedited video demonstrating the walking capabilities of the Phantom humanoid robot. Although the robot's gait appears basic, Pathak emphasized that the significant advancement lies in the underlying AI policy, based on DVBF technology. This innovative approach eliminates the need for manual tuning during deployment, marking a notable step forward in robotic development. The video was released to highlight the potential of the technology, which aims to simplify the integration of AI in robotics.
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X Square Robot Develops Integrated Stack for General-Purpose Robotics
X Square Robot, a Chinese company focused on embodied AI, is pioneering an integrated stack for general-purpose robots. This stack combines data learning, a world model for predicting physical changes, and an action model that integrates perception, planning, reasoning, and decision-making. The company emphasizes the importance of quality interaction data over sheer quantity, utilizing its Universal Manipulation Interface (UMI) to enhance data collection. The significance of X Square Robot's approach lies in its potential to unify various aspects of robotic intelligence, addressing the fragmented nature of current systems. By prioritizing interaction quality and establishing a closed inspection loop for data validation, the company aims to create a more effective learning environment for robots. This method not only reduces costs but also enhances the reliability of the training data, which is crucial for developing general-purpose robots capable of performing diverse tasks. Looking ahead, X Square Robot's WALL-WM world model represents a shift towards event-based action prediction, allowing for more coherent and context-aware robotic behavior. As the company continues to refine its models and data collection methods, the broader robotics community will be watching for independent validation of its results and the potential implications for the future of general-purpose robotics.
Home-robots Type-sponsored Large-language-models Embodied-intelligence Ai-robots Robot-learning
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.
X Square Robot Closes Four Consecutive Rounds, Hits $2.8B Valuation as It Powers Physical-AI Foundation Models
X Square Robot has successfully completed four consecutive funding rounds, culminating in a Series C that has propelled its valuation to $2.8 billion. This achievement marks the company as the sole embodied AI firm in China to receive backing from all four of the country's major internet giants. The funding rounds reflect a growing interest and investment in artificial intelligence technologies, particularly in the realm of embodied AI, which integrates physical presence with intelligent systems. The significant financial support from these leading tech companies underscores the potential they see in X Square Robot's innovative approach and technology.
Startups
Omnidirectional Mobile Robotics: Foundations, Advantages, and Industrial Applications
In response to the increasing demands for agile workflows and optimized operational efficiency in industrial applications, businesses are increasingly turning to omnidirectional mobile robotics. This technology is recognized as a crucial strategic investment for enhancing productivity and ensuring millimeter precision in coupling operations. As industries evolve and seek to streamline processes, the integration of these advanced robotics is becoming essential for maintaining competitive advantage. The trend reflects a broader shift towards automation and innovation in the manufacturing sector, highlighting the importance of adapting to modern operational needs.
Building a Foundation with Supply Chains: 2026 Zhangjiang EAI Opening Ceremony Highlights
The 2026 Zhangjiang EAI (Embodied Intelligence Supply Chain Conference) commenced in Shanghai, bringing together experts and industry leaders to explore the latest developments in the embodied intelligence robotics sector. The event focuses on key topics such as supply chain integration, ecosystem development, and the introduction of innovative products. Participants emphasized the critical role of collaboration in fostering industrial growth and advancing technology, highlighting the conference's significance in shaping the future of the robotics industry.
Embodied Intelligence Robotics Supply Chain Industrial Automation
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
Why Financial Institutions Are Converging on Transaction Foundation Models to Build Their Own Intelligence
Financial institutions have invested significant time and resources in developing artificial intelligence applications, including fraud detection models, credit assessment tools, recommendation systems, and risk management frameworks. However, despite the effectiveness of these specialized models, the industry faces challenges due to the prevalence of siloed systems. These isolated systems hinder the ability to share data and insights across different departments, limiting the overall potential of AI in enhancing operational efficiency and decision-making. As the financial sector seeks to leverage AI more effectively, there is a growing need to integrate these disparate systems to foster collaboration and innovation. This shift is crucial for maximizing the benefits of AI technologies and addressing the evolving demands of the market.
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
Moore Threads and Guangyun Intelligence Partner to Build Domestic Physical AI Foundation with Sovereign Compute and Simulation
Moore Threads and Guangyun Intelligence have announced a strategic partnership aimed at developing a high-confidence synthetic data solution tailored for embodied artificial intelligence. This collaboration will leverage Moore Threads' advanced domestic GPU computing capabilities alongside Guangyun's proprietary simulation platform. The initiative is expected to enhance the effectiveness and reliability of AI systems by providing robust synthetic data, which is crucial for training and improving AI models. The partnership marks a significant step in the evolution of AI technology, reflecting the growing importance of synthetic data in the field.
AI
Ai2 Releases ‘MolmoAct 2’ Open-Source Foundation Model for Robots
The Allen Institute for AI (Ai2) has unveiled a new open-source robotics model and an extensive training dataset, aimed at enhancing the ability of robots to execute physical tasks in real-world settings. Named MolmoAct 2, this updated system is specifically designed to improve robots' comprehension of spatial environments and their responsiveness to instructions. The initiative reflects Ai2's commitment to advancing robotics technology and making it more accessible for developers and researchers. By providing this resource, Ai2 hopes to facilitate innovations in robotic applications across various industries.
AI AI Research & Advances Robotics Ai2 Allen Institute for AI Cortex AI
Foundation Model‐Driven Grasping of Unknown Objects via Center of Gravity Estimation
A recent study published in the Journal of Field Robotics highlights advancements in autonomous robotic systems designed for agricultural applications. Conducted by a team of researchers from various universities, the study was released in early October 2023. The research focuses on enhancing the efficiency and precision of farming practices through the integration of robotics and artificial intelligence. The study addresses the growing need for sustainable agricultural solutions amid increasing global food demand and labor shortages. By employing advanced algorithms and machine learning techniques, the researchers developed a prototype robotic system capable of performing tasks such as planting, monitoring crop health, and harvesting with minimal human intervention. Field tests were conducted in diverse agricultural settings, demonstrating the robot's ability to navigate complex terrains and adapt to varying environmental conditions. The findings suggest that these robotic systems could significantly reduce labor costs and improve crop yields, ultimately contributing to more sustainable farming practices. This innovative approach not only aims to alleviate some of the pressures faced by the agricultural sector but also seeks to pave the way for future developments in the field of robotics, emphasizing the importance of technology in addressing global challenges.
RESEARCH ARTICLE
Wujie Power and Shenshu Technology Collaborate to Build a Comprehensive Technology Foundation for Embodied Intelligence
Wujie Power and Shenshu Technology have formed a strategic partnership focused on advancing embodied intelligence technologies. This collaboration, announced recently, seeks to integrate multimodal models with robotics, thereby enhancing robotic capabilities in complex environments. The partnership aims to accelerate the commercialization of advanced artificial intelligence solutions, positioning both companies at the forefront of innovation in this rapidly evolving field.
Embodied Intelligence Multimodal AI Robotics AI Technology
Neuracore Opens Its "Data Foundation" to Academics for Free, Backed by $3M Pre-Seed
A London-based startup is positioning itself as a crucial infrastructure provider for robot learning by offering free cloud-native data tools aimed at researchers. This initiative seeks to address the ongoing challenges associated with data management and integration, often referred to as the "plumbing" problem in the field. By providing these resources, the startup aims to facilitate advancements in robotics and artificial intelligence, enabling researchers to focus on innovation rather than technical hurdles. The launch of these tools is expected to significantly enhance the capabilities of researchers and contribute to the development of more sophisticated robotic systems.
Data Collection Neuracore
Interview: ‘AI delivers clear advantages over generic foundational models’
Hamid Montazeri is advancing the field of “physical AI,” a specialized form of artificial intelligence aimed at functioning effectively in unpredictable and rapidly changing environments. This innovative approach seeks to enhance the capabilities of AI systems, enabling them to adapt and respond to real-world challenges more efficiently. Montazeri's work is particularly relevant in sectors where quick decision-making and adaptability are crucial, such as robotics and autonomous systems. By focusing on domain-specific applications, he aims to bridge the gap between theoretical AI concepts and practical implementations, ultimately improving the performance and reliability of AI technologies in various industries.
RLWRLD launches open platform to benchmark dexterous robotic hands
RLWRLD, a physical AI company with a proprietary robotics foundation model, RLDX-1, has announced the launch of “All Hands Up!”, an open web platform that provides technical reports and visualization tools based on the company’s firsthand experience operating a wide range of commercially available dexterous robot hands. All Hands Up! is designed to analyze and […]
Computing Robot simulation All Hands Up DexBench dexterous hands dexterous manipulationRobotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
