A single destination for timely, editor-curated robotics news from around the world.
A comprehensive survey on vision-language-action models for embodied artificial intelligence has been published in the Journal of Field Robotics. This survey explores the integration of visual perception, language understanding, and action execution in AI systems, highlighting the advancements and c...
Eka Robotics announced the successful completion of a $150 million Series A funding round aimed at scaling its innovative technology and customer deployments. Founded in 2024 and based in Cambridge, Massachusetts, the company is developing a vision-force-action (VFA) model that enables robots to gen...
Eka Robotics has successfully raised $150 million in Series A funding, led by Andreessen Horowitz and F-Prime, achieving a valuation of $1.45 billion. The funding aims to advance the company's vision-force-action model, which integrates visual and force data to enable robots to handle unfamiliar tas...
Google has introduced a sign-language translation model capable of converting intricate body movements into text, utilizing over 100,000 hours of data from more than 50 sign languages. This technology, known as sign-language-to-text (SL2T), is being integrated into consumer devices, starting with Am...
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...
Anyverse Dynamics has launched and open-sourced MWA-Phoenix, a 7 billion parameter latent world action model designed for robotic applications. This model utilizes only RGB input and has achieved top scores on six different robot benchmarks, including performance in real-robot testing. The introduc...
Runway AI Inc. has introduced Praxis-1, an open-weight world action model designed to enhance robotic control through video pretraining. The company is currently testing Praxis-1 across various embodiments and environments to identify and address potential gaps before its general release. The signi...
Zhongke Fifth Era has introduced FAM 2.0, the first embodied action flow-based model in the robotics industry. This model incorporates optical flow into action representation, addressing the limitations of traditional coordinate point systems. The FAM 2.0 model has demonstrated significant success r...
On September 14, Digua Robotics and Giga Vision announced a strategic collaboration focused on integrating their respective technologies. Giga Vision will provide world models, embodied foundational models, and real-world application experience, while Digua Robotics will contribute an edge AI comput...
AgiBot has introduced GE-Act 2.0, a native world-action model that has been pretrained from random initialization using embodied data. This new model has significantly scaled from 300 to 30,000 hours of training, enabling it to perform zero-shot skills, including towel folding, across two different...
Beta Infinite has introduced its BetaWAM 0.1 world action model, showcasing a robot capable of autonomously completing complex, long-range tasks in dynamic environments. This model addresses the limitations of existing technologies that primarily focus on single-point actions or fixed operations. T...
Mimic Robotics has launched FLUX-mimic, an advanced Video-Action Model developed with Black Forest Labs, designed for industrial automation. This model allows robots to learn complex manipulation tasks in real-world settings, significantly reducing the time required for training and deployment. The...
NASA's Jet Propulsion Laboratory has successfully sent Google's Gemma 3 to space, marking the first in-orbit demonstration of a vision-language model analyzing satellite imagery. The NAVI-Orbital system utilized Gemma 3 to interpret images from Loft Orbital's YAM-9 satellite, showcasing a new method...
On July 15, Stardust AI introduced its second-generation embodied base model, Lumo-2, which is the industry's first household latent world-action model. This launch includes the physical AI symbiotic agent, Agent Philia, enhancing their full-stack architecture of AI models, embodied operating system...
At COMPUTEX in Taipei, NVIDIA unveiled Cosmos 3, a groundbreaking open world foundation model designed to integrate vision reasoning, physical simulation, and action prediction. This launch represents a significant shift in the robotics industry, moving from language-centric frameworks to video-firs...
Helix, an innovative Vision-Language-Action model, has been developed to enhance humanoid robotics by providing full upper-body control and facilitating collaboration among multiple robots. This cutting-edge technology enables robots to execute tasks involving new objects through natural language pr...
WorldOracle, a new benchmark for action-conditioned world models (ACWMs), has been introduced by researchers from Princeton University, the University of Texas at Austin, the University of Toronto, NVIDIA, and AgiBot. This platform evaluates the predictions of various models against actual manipulat...
WorldOracle has introduced a benchmark to assess action-conditioned world models (ACWMs) by comparing their predictions with actual robot executions. In a demonstration, a robot's grasp failed while the model inaccurately predicted success, highlighting discrepancies between simulated and real-world...
Alibaba's Amap and Alibaba Token Hub have launched λ0, a foundation model aimed at teaching humanoid robots coordinated movements through human demonstrations. This innovative system utilizes first-person video data synchronized with human body and hand movements, enabling robots to perform complex...
UBTECH has announced that its Thinker-WM has achieved top scores in three embodied world model benchmarks. The integration of depth data significantly improved single-task success rates on the RoboTwin platform, increasing performance by 15 percentage points during ablation tests. This advancement...
Microsoft has unveiled a provisional code of conduct that establishes restrictions for its future artificial intelligence models. This decision follows a growing consensus among AI leaders, including those from Anthropic and OpenAI, advocating for a deceleration in AI development due to rising safet...
Humanoid robots, designed to mimic human limbs and body structures, are being enhanced by an AI controller that translates virtual reality, video, and language commands into actionable movements. This advancement aims to simplify the teaching process for these robots, which often struggle with execu...
RFID and machine vision technologies are increasingly being adopted as effective solutions for automation. These technologies provide a more practical and cost-efficient alternative to traditional large-scale robotics projects, which often necessitate extensive facility redesigns and substantial cap...
Researchers from Nanyang Technological University, Peking University, HKUST (GZ), and Beijing Academy of Artificial Intelligence (BAAI) have introduced Omega-0, a latent-prediction world action model. This innovative model enables a humanoid robot to perform multiple actions simultaneously, includin...
Tencent has announced the open-source release of three embodied foundation models during the WAIC 2026 event. These models include a Visual Language Model (VLM) designed for scene understanding, the RxBrain cognitive model that facilitates planning with visual states, and the VLA model, which suppor...
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...
Dexmal has launched its DM0.5 foundation model, DexOS operating system, and an embodied Mobility-as-a-Service (MaaS) platform during the Action developer conference. This event took place recently and aims to position Dexmal as a key player in the robotics industry by creating a versatile platform a...
Tesla's Optimus robots will not be used to repair Starmind satellites in orbit, as confirmed by recent statements from Elon Musk. Instead, these robots are intended to assist in the construction and operation of the Terafab chip manufacturing facility in Texas. The AI1 satellites, designed to disint...
Reasoning about failures is crucial for building reliable and trustworthy robotic systems. Prior approaches either treat failure reasoning as a closed-set classification problem or assume access to ample human annotations. Failures in the real world are typically subtle, combinatorial, and difficult...
A team of former researchers from MIT and DeepMind has established Eka Robotics, unveiling a groundbreaking "Vision-Force-Action" (VFA) foundation model. This innovative technology harnesses the power of simulation and tactile sensing to enable robots to perform tasks with superhuman speed and remar...
NVIDIA has introduced the Nemotron 3 Nano Omni, an innovative open multimodal AI model designed to enhance the efficiency of AI agent systems. Announced today, this model integrates vision, speech, and language capabilities into a single framework, addressing the common issue of time and context los...
In a significant development for the manufacturing sector, experts have highlighted the transformative potential of Variational Latent Models (VLMs) in enhancing quality assurance processes. While acknowledging that VLMs will not address every challenge faced in the realm of artificial intelligence...
Researchers at Binghamton University in New York have revealed a significant security vulnerability in robots that utilize large language models (LLMs). In a recent experiment, a two-letter trigger, 'CF', was used to redirect a robot's task from cutting a plastic apple to targeting a model human han...
Hewlett Packard Enterprise (HPE) has announced plans to conduct high-performance computing benchmarks on the Moon’s surface with its Spaceborne Computer-4. Scheduled for a late 2026 mission aboard Astrolab’s FLIP rover, this initiative is part of NASA’s Commercial Lunar Payload Services (CLPS) progr...
Robotera's open-source VPP2 has surpassed RoboDojo's dual-arm benchmark by achieving a 58.5% zero-shot success rate on Real ALOHA Arms. This success was made possible by training the model to predict video sequences before executing robot actions, demonstrating a significant advancement in robotic c...
The initial large-scale commercial application of solid-state batteries may not be in electric vehicles but rather in humanoid robots. This shift highlights the evolving landscape of robotics and energy solutions, as companies explore innovative uses for advanced battery technology. As the industry...
At the 2026 World Robot Conference, a clear trend emerged indicating that the embodied intelligence industry is shifting focus from creating general-purpose robots to developing specialized solutions that deliver real value in specific scenarios. Innovations in areas such as garment sewing, biomedic...
AGIBOT presented its newest embodied AI robotics innovations at IFA 2026, including the AGIBOT A3 humanoid and AGIBOT X2 Ultra. These robots are designed for various applications, such as retail, industrial operations, and commercial cleaning. The significance of this showcase lies in AGIBOT's comm...
Researchers at Delft University of Technology (TU Delft) have created a system that allows passengers to influence the driving style of autonomous vehicles using natural language requests. This system utilizes a large language model (LLM) to interpret user instructions, such as adjusting speed or sm...
Chinese robotics firm Unitree has introduced UnifoLM-OminiA-0.3, a unified AI model designed for humanoid robots. This model facilitates real-time omni-modal interaction, reasoning, dialogue, and whole-body mobile manipulation, targeting home-care and wellness applications. The robots can autonomous...
On July 10, Ant Group introduced LingBot-VA 2.0, the first embodied native action model in the industry. This release marks the culmination of their full-stack 2.0 model series, featuring advancements in spatial perception and real-time interaction. The launch has generated significant buzz across i...
On July 9, Yuanli Lingji introduced three key products, including the DM0.5 model and Apex robot, during the Action 2026 Developer Conference. This event highlighted the company's commitment to full-stack capabilities in embodied intelligence, a crucial factor in addressing industry fragmentation an...
SpaceX's Starmind is designed to provide wholesale AI compute services to businesses, particularly AI labs and cloud customers, rather than individual consumers. The service operates similarly to AWS, where users benefit from applications running on Starmind without direct subscriptions. The compute...
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...
One morning in 2019, Adebayo Alonge was in a Cape Town hotel room, preparing to demonstrate his startup’s AI answer to a serious problem in African health care: counterfeit medication, which kills thousands of people across the continent every year.The RxScanner is a handheld spectrometer that scans...
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...
Liquid AI, a company founded by former MIT computer scientists, has unveiled its latest AI language model, LFM2.5-230M, which is designed for efficient data extraction and local deployment on devices such as smartphones and laptops. Released today, this 230-million-parameter model is noted for its a...
Large language models (LLMs) have transitioned from research labs to everyday use in engineering, significantly altering how digital infrastructures are developed and maintained. As technical professionals increasingly rely on LLMs for complex tasks—such as identifying vulnerabilities in source code...
At the 8th Beijing Zhiyuan Conference, Xingyuan unveiled its innovative ω-EVA model, marking a significant advancement in the field of embodied intelligence. This model represents a shift from traditional world models, which have typically acted as passive observers, to a more dynamic role in roboti...
Researchers at Los Alamos National Laboratory have unveiled a groundbreaking tool named Prelim Attention, designed to enhance the analysis of complex data sets. This innovative tool, which leverages advanced machine learning techniques, aims to streamline the process of identifying significant patte...
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
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