A single destination for timely, editor-curated robotics news from around the world.
The upcoming EdgeTech+ 2026 event, scheduled for November 18-20, will highlight technologies supporting physical AI, particularly the Vision-Language-Action (VLA) model. VLA enables robots to recognize their surroundings and understand human instructions to perform actions, transforming visual and l...
Eka Robotics has developed a new model called VFA (Vision-Force-Action) that surpasses OpenAI's VLA (Vision-Language-Action) model. Unlike VLA, which relies on extensive video and human demonstration data, VFA utilizes force feedback to enable robots to learn through tactile feedback, allowing them...
China Mobile has announced the open-source release of its Open-RAIL middleware, designed to facilitate the integration of VLA/WAM models with robotic hardware. This middleware introduces asynchronous inference, hardware abstraction, and approximately 50 to 100 lines of code for model hooks, enabling...
China Mobile has announced the open-source release of Open-RAIL, an engineering base designed to integrate vision-language-action and world-action-model systems with robotic platforms. This innovative framework allows for seamless model inference, real-robot execution, data feedback, and model itera...
On August 31, 2026, ABEJA announced a collaboration with Murata Manufacturing to validate physical AI technology aimed at automating future research and experimental tasks. Utilizing the Vision-Language-Action (VLA) model, they successfully demonstrated a series of coordinated actions, including par...
XPeng has introduced a significant upgrade to its second-generation Vehicle Learning Architecture (VLA), enhancing it with dynamic 4D spacetime understanding. This advancement enables production cars to exhibit Robotaxi-grade Level 4 (L4) autonomous behavior, marking a notable step forward in the in...
VLAI Robotics has officially launched the K1, a new generation dual-arm mobile robot, starting at a price of 19,800 Yuan. This innovative robot transitions from single-arm independent operation to full-body coordinated tasks, enhancing its workspace and aligning more closely with human operational l...
XPeng officially launched the pre-sale of its G9L flagship five-seat SUV in Guangzhou on August 11, with a starting price of 25.98 million yuan. The SUV is available in four trims and features dual powertrains, catering to a diverse range of consumer preferences. The significance of this launch lie...
In early 2026, Acorn Robot diverged from mainstream narratives in embodied intelligence, which focused on VLA (Vision-Language-Action) models. The company, founded by a Tsinghua University mechanical engineering professor and his eight doctoral students, is exploring a unique approach centered on op...
The BYD AI team has introduced the HyWorldVLA, a hybrid pixel-latent world model that utilizes VLA architecture. This model has achieved a score of 90.59 PDMS on the NAVSIM benchmark, marking a significant milestone for BYD in the field of autonomous driving foundation models. This achievement is n...
Youibot FabriVLA has achieved a remarkable 90.0% tier-average score on the Meta-World MT50 leaderboard, surpassing the previous leader, Pi-Zero, with only 1 billion parameters. This milestone signifies a pivotal shift in the robotics industry from parameter-based competition to a focus on architectu...
Robbyant, a company specializing in embodied AI under Ant Group, has unveiled the upgraded LingBot-VLA 2.0 model. This next-generation vision-language-action model enhances morphological generalization, degrees of freedom support, and deployment efficiency, addressing a critical gap in the embodied...
The Beijing Humanoid Robot Innovation Center and Renmin University of China's Gaoling Artificial Intelligence Institute have launched the Robo-ValueRL open-source framework. This initiative aims to enhance humanoid robots' decision-making capabilities in precision tasks, such as semiconductor assemb...
Prox Industries, a physical AI startup developed by researchers at the University of Tokyo's Matsuo Lab, has announced that it secured second place in a competition held during the ICRA 2026 Workshop titled "From Data to Decisions: VLA Pipelines for Real Robots." The event, organized by the AI Robot...
ACCESS has announced the successful execution of remote robot control experiments utilizing the Vision-Language-Action (VLA) model. Conducted recently, these experiments demonstrated that by leveraging a high-quality communication network, the responsiveness and operational quality of robot control...
Prox Industries has announced its collaboration with Universal Robots (UR) to enhance the development of physical AI through the utilization of UR's "Physical AI Development Support Program." The initiative will focus on accelerating research and development of physical AI by employing a dual-arm ro...
At the recent Livis Day event hosted by Li Auto, the head of the company’s base model division, Zhan Kun, announced ambitious goals for the evolution of the Li Auto Mach VLA capabilities. The company plans to roll out a new version of the AD MAX system in the third quarter, which will enhance the Ma...
Recently, Zhi Ping Fang unveiled NeuroVLA, an innovative brain-inspired embodied intelligence system, marking a significant advancement in robotics. This system features a unique three-tier architecture that mimics the human brain, comprising the cortex for semantic understanding and task planning,...
In recent months, the concept of "World Model" has gained significant traction within the AI and robotics sectors, driven by underlying industry anxieties. As AI technology has rapidly evolved over the past two years, limitations in embodied intelligence have become apparent, revealing that while ro...
On June 13, the 12th China (Shanghai) International Technology Import and Export Fair (CSITF) concluded in Shanghai. During the event, MagicLab showcased its comprehensive technology matrix and publicly unveiled two major technological achievements for the first time in the domestic market: the self...
On June 10, 2026, Teleexistence showcased a demonstration of autonomous operations using humanoid robots as part of the "Physical AI Fellowship 2026," a collaborative initiative supported by AWS, NVIDIA, and MassRobotics. The event highlighted the integration of NVIDIA's World Model, "DreamZero," sh...
Ugo Corporation and FastLabel Inc. have launched a hands-on training program aimed at facilitating the development of Vision-Language-Action (VLA) models for companies, universities, and research institutions. This initiative utilizes the domestically produced humanoid robot, the "ugo Pro R&D model,...
In recent years, numerous new models such as π0, GR00T, and SmolVLA have emerged, frequently changing the state-of-the-art in simulation benchmarks. However, deploying these models onto real robots presents significant challenges, including data format conversions and the need to rewrite engineering...
MW unveiled its home assistance robot, MW bot, during the 'MW Living Home' launch event on September 10, 2026. The demonstration showcased the robot's ability to move along a ceiling rail and perform tasks such as handling objects in the kitchen and laundry, but it was entirely remote-controlled, la...
Amazon Web Services Japan (AWS Japan) held the final presentation of its 'Physical AI Development Support Program' on August 31, 2026. Out of 51 selected companies, 14 projects were showcased, highlighting advancements in humanoid full-body control, Vision-Language-Action (VLA) models, world models,...
Ant LingBot, a subsidiary of Ant Group, has launched six open-source embodied AI models as part of its dual-track strategy focusing on Visual Language Agents (VLA) and world models. This initiative aims to enhance AI capabilities while addressing the growing demand for advanced AI solutions. The si...
A research team from China has made significant advancements in enhancing the performance of Vision-Language-Action (VLA) models, which typically experience severe performance declines with minor camera movements. By implementing a novel 'moving eyes' paradigm that employs dual robotic arms for dyna...
While the embodied AI industry is witnessing rapid advancements in hardware and control systems, the lack of a truly universal brain remains a primary bottleneck for industrial-scale deployment. LingBot-VLA 2.0 addresses this critical gap by dramatically expanding its pre-training data and architect...
On July 8, Ant Group unveiled the upgraded LingBot-VLA 2.0 model, which has been enhanced through the integration of 60,000 hours of high-quality real-world data. This latest version offers improved support for a variety of robot configurations and degrees of freedom, leading to increased efficiency...
Researchers have introduced the LA4VLA framework, a new approach that enhances the capabilities of robots in understanding language commands and executing actions. This framework distinguishes language-action supervision from visual input, enabling robots to learn the relationship between commands a...
Figure AI has introduced its humanoid robot, Figure 03, at BMW Group's Spartanburg plant, showcasing its capability to perform parts sorting tasks. This demonstration highlights the integration of advanced robotics in manufacturing processes, aimed at enhancing efficiency and productivity in the aut...
At the 2026 Zhangjiang Embodied Intelligence Supply Chain Conference, a roundtable discussion brought together leading experts in robotics to explore the critical role of world models in embodied intelligence. The event highlighted various industry challenges, particularly the necessity for robust d...
A recent article examines the divergent trajectories of VLA (Vision-Language Agents) in the realms of autonomous driving and robotics, underscoring the distinct operational requirements inherent to each field. The analysis delves into the complexities of incorporating world models into VLA systems,...
The ICRA 2026 conference held in Vienna highlighted a significant milestone in the field of robotics, featuring a record number of submissions, with nearly 20% dedicated to Vision-Language-Action (VLA) research. While the academic community applauds these advancements, the industry faces ongoing cha...
NVIDIA announced a significant expansion of its open AI model family, "NVIDIA Alpamayo," aimed at developing safe Level 4 robotic taxis. The announcement was made during the NVIDIA GTC Taipei event held on June 1, 2026, in Taipei, Taiwan. This initiative reflects NVIDIA's commitment to advancing aut...
In a recent interview, Oakfruit Robotics addressed the significant challenges confronting the embodied intelligence sector, particularly highlighting the constraints of the Visual-Language-Action (VLA) model. The company introduced an innovative approach known as 'Instinct-Driven' technology, which...
Alibaba's Tongyi Qianwen team has unveiled Qwen-VLA, marking the company's inaugural foray into the realm of vision-language-action models for embodied artificial intelligence. This launch, which took place recently, positions Alibaba to compete in the rapidly evolving sector of physical world AI. T...
On April 19, the 2026 Beijing Yizhuang Humanoid Robot Half Marathon took place, showcasing significant advancements in robotics. The Honor "Lightning" robot achieved a remarkable net time of 50 minutes and 26 seconds, breaking the human men's half marathon world record and improving upon the previou...
At the Sequoia AI Summit, NVIDIA's Jim Fan made headlines by declaring that "VLA is dead," igniting a conversation about the shortcomings of visual-language models in the realm of embodied intelligence. This statement highlights the growing recognition within the tech community of the necessity for...
A team of researchers from Tufts University, Imperial College London, and the University of Michigan has unveiled a groundbreaking development in the field of biomedical engineering. This innovation, announced on October 15, 2023, focuses on creating a new type of biodegradable material that could s...
Guo Yandong, the founder of AI² Robotics, recently defended the VLA architecture as essential for advancing embodied intelligence. During a presentation, he introduced the NeuroVLA, a brain-inspired model designed to enhance cognitive processing in robotics. Additionally, Yandong unveiled the AlphaB...
The ZhiYuan VISTA framework has unveiled a revolutionary solution aimed at addressing the challenges of robotic generalization. By integrating a world model with Vision-Language-Action (VLA) capabilities, this innovative framework significantly improves performance in real-world applications. Achiev...
Zhijidongli, a prominent domestic technology company, has introduced the FluxVLA Engine, a groundbreaking platform designed to tackle the systemic challenges associated with deploying Very Large Array (VLA) models. Launched recently, this innovative engine aims to establish a standardized engineerin...
The Gaoyang team from Qianxun Intelligent has unveiled Point-VLA, an innovative method designed to improve the accuracy of robot instructions through the use of a visual bounding box. This advancement is particularly significant as it enhances the success rate of robotic operations in complex enviro...
VLAI Robotics has introduced its latest innovation, the L1 mobile dual-arm robot, which aims to enhance flexibility and precision across multiple sectors. Launched with a starting price of 28,800 Yuan, the L1 is engineered to meet the demands of research, industrial automation, and service industrie...
Itstone made headlines at AWE 2026 with the unveiling of its A1 robot, which set a Guinness World Record for sub-millimeter flexible wiring assembly. The company, recognized for tackling complex challenges in robotics, showcased its latest innovation, AWE 3.0, an advanced embodied AI model designed...
Sharpa Robotics has introduced an innovative hierarchical framework designed to enhance complex manipulation tasks that require contact-rich interactions. This new system integrates shared-autonomy data collection with a sophisticated "mixture-of-experts" AI model, enabling robots to perform intrica...
AGIBOT's ACoT-VLA (Action Chain-of-Thought) architecture has been chosen as the official baseline for the AGIBOT WORLD CHALLENGE, set to take place during the Computer Vision and Pattern Recognition (CVPR) conference in 2026. This selection represents a significant leap forward in the field of embod...
Volkswagen has been announced as the launch customer for XPeng's second-generation Vision-Language-Action model, according to CEO He Xiaopeng. This significant development, which could represent a pivotal moment for intelligent driving, was revealed on Wednesday. The model, first introduced by XPeng...
NVIDIA GEAR Lab has introduced DreamZero, an advanced World Action Model (WAM) featuring 14 billion parameters. This innovative model employs video diffusion technology to provide robots with a form of physical "imagination," allowing them to complete tasks without prior training and adapt quickly t...
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
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