A single destination for timely, editor-curated robotics news from around the world.
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...
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...
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...
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...
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...
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...
Light Origins has launched the Light-O1 embodied base model, which is trained on human movements sourced from online videos. This innovative model aims to enhance the capabilities of robotic systems by mimicking human actions, thereby improving interaction and functionality in various applications....
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...
Skild AI has launched the S1, a groundbreaking robotics foundation model that allows robots to learn manipulation tasks from just one video demonstration. This innovative model eliminates the need for task-specific fine-tuning or post-training, streamlining the learning process for robotic systems....
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...
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...
Alibaba Cloud has launched Wan3.0, a new video-generation model capable of producing clips up to 30 seconds long. This model accepts various document formats, including DOC, XLS, PPT, PDF, and Markdown, as input. Wan3.0 had been in public beta since early August, allowing users to test its capabilit...
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...
LTX has introduced LTX-2.5, an advanced version of its open-weights world model, enhancing capabilities for video generation and physical AI. This model boasts improvements in visual quality, prompt understanding, and generation speed, allowing developers to customize it on their hardware. With over...
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...
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...
Unitree has launched a captivating video featuring its H2-X humanoid robot, showcasing its impressive agility and dynamic movements. The video, titled 'H2-X Kung Fu Legend Guardian,' includes scenes of the robot performing stunts such as flipping off a car and executing martial arts maneuvers from a...
Nature Will has introduced Natura-1, a 50-billion-parameter model that has been pretrained on one million hours of first-person human video. This advanced model has been specifically adapted with limited robot data to effectively control 20 degrees of freedom (DoF) in robotic hands. The significanc...
Robotera's Video Prediction Policy 2 (VPP2) has secured the top position on RoboDojo's simulation leaderboard, announced on October 9. This model effectively links scene change predictions with corresponding robot actions, outperforming PhysicalRSI in both average score and task success rate. VPP2 a...
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...
DeepSeek has announced a significant expansion of its engineering team, adding 150 new engineers to enhance its capabilities in AI and robotics. This move reflects the growing demand for advanced AI solutions in various sectors, particularly in the development of large models that go beyond traditio...
ByteDance Ltd. is developing an AI model focused on real-time spatial video generation, positioning itself against major players like Meta Platforms Inc. and Alphabet Inc. This initiative highlights the growing competition in the AI sector, particularly in applications relevant to robotics and auton...
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...
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...
Dyna Robotics has introduced its DYNA-2 World-Action Model, trained on over 1 million hours of human video. This innovative approach aims to address the challenges of teaching robots to perform physical tasks by leveraging human egocentric video instead of traditional robot action data. The signifi...
Muka Robotics has achieved a remarkable feat with its LJM Latent Joint-conditional Model, securing the second position globally at WorldArena with a motion quality score of 89.17 using only 32 Zhenwu 810E GPUs. This accomplishment highlights the model's innovative dual-expert architecture, which emp...
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...
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...
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...
Mimic Robotics, a company based in Zurich, has unveiled its innovative "pixel-to-action" architecture, which is designed to transform the current landscape of artificial intelligence by moving away from traditional static vision-language models. This release, which includes both the code and accompa...
Rhoda AI, a technology company based in Palo Alto, has emerged from stealth mode with the announcement of a $450 million Series B funding round. This significant investment will support the development of its innovative "Direct Video-Action" framework, which leverages hundreds of millions of interne...
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...
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...
Skild AI has launched its S1 robot foundation model, designed to learn new tasks from a single video demonstration. This innovative approach utilizes in-context learning, allowing the robot to understand and execute tasks without the need for extensive reprogramming. The model was developed using NV...
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...
In a remarkable development, the team behind GENE.01 has transformed the humanoid robot into a fully operational platform capable of walking, sensing, and interacting within just six months. This humanoid features a full-body multimodal skin that can perceive touch, proximity, force, and temperature...
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...
ByteDance has unveiled Seedance 2.0, marking a significant advancement in the realm of video generation technology in China. This innovative model has quickly established itself as the leading force in the market, boasting impressive gross margins ranging from 70% to 90%. The launch, which took plac...
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...
Flexion Robotics has launched Reflect v1.0, an innovative robotics intelligence platform designed to enhance the capabilities of humanoid robots. This groundbreaking technology was unveiled recently, showcasing its potential to revolutionize the interaction between humans and robots. The platform in...
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...
ByteDance has announced that its Doubao 2.1 Pro has successfully crossed the production threshold, marking a significant milestone for the company. This achievement comes as the tech giant prepares to launch its Seedance 2.5 video model, which is set to debut in July. The advancements in these model...
On Monday, Alibaba unveiled HappyHorse 1.1, the latest iteration of its video generation model, marking a significant upgrade from its predecessor, HappyHorse 1.0. This new version boasts enhancements in motion dynamics, subject consistency, prompt adherence, visual quality, and audio generation cap...
A Chinese robotics startup has showcased its innovative humanoid robots collaborating with fixed dual-arm robotic systems in a recent demonstration. This event took place in October 2023, highlighting the company's advancements in robotics technology. The demonstration aimed to illustrate the potent...
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...
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