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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
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...
A recent study led by Seung Chan Hong at the University of Melbourne explores the emotional capabilities of collaborative robots as they increasingly work alongside humans. Published on May 18 in IEEE Robotics and Automation Letters, the research investigates how robots can better understand human e...
On June 3, 2026, ZhiYuan unveiled the second phase of the AGIBOT WORLD 2026 dataset, which centers on the theme of 'Rich Interaction.' This innovative open-source dataset is pioneering in its focus on physical interactions, meticulously documenting both successful and unsuccessful scenarios between...
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, t...
In recent decades, roboticists around the globe have developed sophisticated robots capable of interpreting human commands and navigating their environments to perform basic manual tasks. Despite these advancements, many of these robots continue to face challenges in accurately translating user inst...
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...
Carnegie Mellon University’s Robotics Institute is set to host the latest phase of the Vision-Language-Navigation (VLN) Challenge, aimed at advancing the ability of robots to comprehend and execute human instructions in real-world environments. This new iteration of the challenge, which takes place...
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...
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...
AGIBOT has unveiled its latest innovation, Genie Envisioner 2.0, a significant advancement in embodied artificial intelligence. This new platform transforms traditional world models into scalable and interactive simulators, enabling robots to learn and optimize their performance within environments...
Recent advancements in large language models (LLMs) have led to significant improvements in various domains, particularly in coding. However, a notable limitation remains: LLMs struggle to play video games effectively. Despite some successes, such as Gemini 2.5 Pro defeating Pokémon Blue in May 2025...
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...
Carnegie Mellon University's Robotics Institute is set to host the CMU Vision-Language-Autonomy Challenge, an event designed to unite researchers focused on the integration of computer vision, natural language understanding, and autonomous navigation. Scheduled for the near future, this challenge ai...
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
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