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Friday, 7 August 2026
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Video Friday: Drones Go Heavy in DARPA Lift Challenge
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Actuate 2026 : 18–19 August 2026, SAN FRANCISCO IROS 2026 : 27 September–1 October 2026, PITTSBURGH Humanoids Summit Seoul : 22–23 September 2026, SEOUL En
IEEE Spectrum Medium
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Experts call FCC’s block on foreign robotics a nearshoring tactic
While cyber threats are a growing risk to national security, the agency's sweeping block on humanoids, quadrupeds and mobile robot imports could reinvigorate domestic suppliers.
Manufacturing Dive Medium
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Medtronic gets CE mark for ablation to treat ventricular tachycardia
Older ablation approaches for ventricular tachycardia have been suboptimal, Medtronic said. The company plans to bring a more effective treatment for the life-threatening heart condition.
MedTech Dive Medium
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VLAff: Vision-Language-Affordance Model for Unified Actionable Affordances
arXiv:2608.05215v1 Announce Type: new Abstract: Learning manipulation skills from human videos is promising for scalable robot learning. However, the embodiment mismatch between humans and robots makes this challenging. One promising solution is to learn object-centric actionable affordances that are embodiment-agnostic. In this work, we propose a framework that leverages egocentric human videos w
arXiv Medium
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Failing Gracefully: Mitigating Impact of Inevitable Robot Failures
arXiv:2608.05313v1 Announce Type: new Abstract: Service robots operate in household environments shared with humans, pets, and everyday objects, where they are highly susceptible to failures such as software crashes, hardware degradation, or unpredictable interactions. While roboticists strive to minimize failures, some remain inevitable, making it critical to mitigate their potential consequences
arXiv Medium
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World-to-Wrist: Task-Conditioned Future Wrist Modeling for Fine-Grained Robot Manipulation
arXiv:2608.05369v1 Announce Type: new Abstract: Vision-language-action (VLA) models often treat main-view and wrist-view observations as parallel visual inputs, overlooking their distinct roles in robot manipulation. Fine-grained manipulation, however, benefits from anticipating how wrist-local interactions may evolve under the global task context. To address this limitation, we present World-to-W
arXiv Medium
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Sliding Sensors: Configurable Confidence in State Estimation for Continuum Robots
arXiv:2608.05410v1 Announce Type: new Abstract: Continuum robots often operate in uncertain environments, where accurate state estimation is essential for safe interactions. Estimate uncertainty is inherently spatially non-uniform: confidence varies depending on where measurements are available. Global estimation accuracy is not always the top priority, but rather achieving sufficient confidence a
arXiv Medium
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ARGUS: Aligning Robot Scene Geometry Under Shifting Views with Large 3D Vision Models
arXiv:2608.05579v1 Announce Type: new Abstract: Large-scale visuomotor policies have demonstrated impressive performance across a wide range of robot manipulation tasks. However, despite this success, manipulation polices often entangle scene geometry with the corresponding viewpoint, learning where objects lie in an image rather than where it lies in the task space. This entanglement inherently l
arXiv Medium
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PathCover: A Fast Convex Decomposition along a Path via Randomized Iterative Space Partitioning (RISP) on Point Clouds
arXiv:2608.05586v1 Announce Type: new Abstract: Autonomous robot navigation requires the rapid generation of obstacle-free regions for trajectory planning. However, existing corridor generators struggle to meet real-time, sensor-rate computational constraints. To resolve this bottleneck, we introduce PathCover, a framework driven by RISP; a novel randomized algorithm that constructs convex polytop
arXiv Medium
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Agentic Nesting: A New Methodology for Existing Enterprise Application Integration and Services
arXiv:2608.05159v1 Announce Type: new Abstract: Enterprise operations extensively rely on multiple heterogeneous business systems and information applications, which also result in severe data silos and process fragmentation. Enterprises have invested considerable financial and material resources in building these applications, however, effectively leveraging and orchestrating them remains a formi
arXiv Medium
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SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications
arXiv:2608.05439v1 Announce Type: new Abstract: Translating natural language instructions into machine-interpretable formal specifications enables robots and autonomous systems to plan, reason, and formally verify their behavior. However, existing translation models typically generate a specification for every input, even when the result is unreliable or fails to capture the user's intent, creatin
arXiv Medium
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GAUGE: A Measurement-Grounded Benchmark for Physical Fidelity in Simulation Engines and Video World Models
arXiv:2608.05948v1 Announce Type: new Abstract: Physics engines facilitate large-scale training and evaluation for embodied intelligence, while generative video world models are emerging as implicit simulators of future states and interactions. However, existing evaluations of physical fidelity are often conducted in isolation and rely heavily on perceptual similarity or human judgments, providing
arXiv Medium
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iARCS: Iterative Agentic RL for Controllable 3D Scene Generation
arXiv:2608.06161v1 Announce Type: new Abstract: Synthetic 3D scene generation is increasingly used as a data source for computer vision and embodied AI, but existing generators often optimize perceptual realism without reliably satisfying task-critical functional constraints. This mismatch limits the usefulness of synthetic data for downstream training, where accessibility, traversability, and spa
arXiv Medium
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Nonvisual Classification of Ground-Condition by Artificial Proprioception in an Amoeba-Inspired Autonomous Walking Robot
arXiv:2608.05684v1 Announce Type: cross Abstract: Nonvisual classification of ground condition based on a multimodal sensing approach was investigated for an amoeba-inspired autonomous walking robot. To classify ground condition without image sensing and processing, we implemented artificial proprioception by integrating a three-axis accelerometer, eight foot pressure sensors, and reservoir comput
arXiv Medium
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Hijacking Robots with a Piece of Paper: A Systematic Study of Physical Prompt Injection in VLM-Controlled Robots
arXiv:2608.05715v1 Announce Type: cross Abstract: Vision-Language Models (VLMs) are increasingly deployed as planners in robotic systems, where they translate natural-language commands into executable actions grounded in visual scene understanding. This tight coupling between perception and instruction-following introduces a new attack surface: adversarial text placed within the robot's visual fie
arXiv Medium
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‘World's first embodied all-terrain' humanoid for life beyond the factory unveiled
DOBOT has unveiled LUMO, describing it as the world's first embodied all-terrain humanoid robot designed...
Interesting Engineering Medium
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Is Self-Pretraining really useful to improve diagnosis in medical Time Series?
arXiv:2608.06122v1 Announce Type: new Abstract: Inspired by recent evidence that transformer architectures benefit from Self-PreTraining (SPT) on long-context benchmarks, we investigate whether similar gains extend to multimodal, multivariate, and even simple univariate medical time series. Our objective is to assess the impact of SPT on the performance and scalability of transformer-based models
arXiv Medium
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Robot Learning from Human Demonstrations: Handwritten Alphabet Trajectories and Human-Likeness Evaluation
arXiv:2608.06221v1 Announce Type: cross Abstract: Learning from demonstration (LfD) provides a developmental framework through which robots can develop motor skills by observing and imitating human dynamics, reducing reliance on explicit programming to teach a skill to a robot. The resulting human-like robot motion is recognised as a key factor in building trust and enabling natural collaboration
arXiv Medium
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Dynamic Object Masks as Goal Representations for Visual Goal-Conditioned Reinforcement Learning
arXiv:2510.06277v2 Announce Type: replace-cross Abstract: Goal-conditioned reinforcement learning (GCRL) offers a unified way to pursue diverse tasks, yet most existing methods rely on state- or position-based goal representations that are unavailable in real-world robotics. Robots operating in warehouses, agriculture, or laboratory environments rarely have access to privileged goal states, object
arXiv Medium
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Recti-Q: Feature-Space Rectification for Out-of-Distribution-Robust Quantized Perception in Edge Robotics
arXiv:2607.18540v2 Announce Type: replace-cross Abstract: Robotic perception pipelines increasingly rely on large vision backbones deployed on SWaP-constrained edge platforms, making post-training quantization (PTQ) attractive for real-time inference. However, while PTQ often preserves clean in-distribution accuracy, we show that it can substantially degrade reliability under deployment-relevant d
arXiv Medium
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Rapid Embodiment Adaptation for Quadrupedal Locomotion
arXiv:2608.01506v2 Announce Type: replace-cross Abstract: Humans readily adapt their movements as their bodies change through aging, injury, or load carrying, but learning-based robot policies often break when hardware properties shift. We introduce an online embodiment adaptation framework for quadrupedal locomotion that infers embodiment parameters from short interaction histories and conditions
arXiv Medium
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HII signs up to $900M agreement with Path Robotics, GrayMatter Robotics
The latest agreement expands HII's HYPER Program, which Path Robotics and GrayMatter Robotics joined earlier this year. The post HII signs up to $900M agreement with Path Robotics, GrayMatter Robotics appeared first on The Robot Report .
The Robot Report Medium
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How Robin, the robotic companion, keeps patients calm during hospital visits
Robin is deployed across 30 different health systems, and Expper has plans to deploy 10 more in different states. The post How Robin, the robotic companion, keeps patients calm during hospital visits appeared first on The Robot Report .
The Robot Report Medium
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Report looks at advances in autonomous mobile robots
A download looks at examples of advances in autonomous mobile robots in material handling and automated storage applications. The post Report looks at advances in autonomous mobile robots appeared first on The Robot Report .
The Robot Report Medium
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Navy creates new robotic and autonomous systems DRPM
Chris Miller will serve as acting DRPM RAS and PAE RAS, the service announced.
Breaking Defense Medium
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Navy considers relocating robotic and autonomous systems staff amid broader portfolio restructuring
The review of the potential relocation of personnel comes as the Navy is creating a new role to oversee the RAS portfolio. The post Navy considers relocating robotic and autonomous systems staff amid broader portfolio restructuring appeared first on DefenseScoop .
DefenseScoop Medium
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How AgXeed and TIM make tractors and machines autonomous
AgXeed can now make existing tractors and machines autonomous with VCU and TCU retrofit kits. This is based on the approach and philosophy familiar from field robots.
Future Farming Medium
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Avnet and Weston Robot partner to launch edge AI inspection platform
Avnet and Weston Robot have partnered to launch an AI-powered autonomous inspection platform for complex industrial environments. The post Avnet and Weston Robot partner to launch edge AI inspection platform appeared first on The Robot Report .
The Robot Report Medium
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GAM Enterprises to produce Schaeffler's PSC gear reducers
Acquiring the IP from this core supplier allows GAM to vertically integrate its supply chain and expand its manufacturing capabilities. The post GAM Enterprises to produce Schaeffler's PSC gear reducers appeared first on The Robot Report .
The Robot Report Medium
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University of Florida opens new robotics lab dedicated to industrialized construction
Fueled by Autodesk, UF opened a robotics lab for industrialized construction to fight housing shortages and labor declines. The post University of Florida opens new robotics lab dedicated to industrialized construction appeared first on The Robot Report .
The Robot Report Medium
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Moove raises $250M to build infrastructure for autonomous vehicles
The funding will support Moove's expansion of its autonomous fleet ownership and robotics-first depot infrastructure “Nests.” The post Moove raises $250M to build infrastructure for autonomous vehicles appeared first on The Robot Report .
The Robot Report Medium
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Why perception is the key to scaling industrial autonomy
Autonomy is no longer just about robotic motor skills. It encompasses machine awareness, dynamic decision-making, multi-vehicle coordination, and spatial precision at a large scale. The post Why perception is the key to scaling industrial autonomy appeared first on The Robot Report .
The Robot Report Medium
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Medtronic on the future of AI-assisted surgery
Medtronic's George Murgatroyd says an advanced computing platform that works with the company's Hugo robot will power AI algorithms that can assist surgeons as they operate.
MedTech Dive Medium
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TechCrunch Disrupt 2026’s Real World AI Stage features robots, automated factories, and extinct animals
On our new Real World AI stage, we’ll be focusing on the intersection between the digital and physical, and all the ways we’ll continue to see a blending of the two.
TechCrunch Medium
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Zoox unveils production-ready robotaxi for U.S. expansion
Amazon subsidiary Zoox unveiled its final production-ready robotaxi design and expanded testing following a subtle redesign to improve rider comfort. The post Zoox unveils production-ready robotaxi for U.S. expansion appeared first on The Robot Report .
The Robot Report Medium
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U.S. Navy picks Blue Water Autonomy to use autonomous vessels for deep ocean surveys
Blue Water Autonomy creates unmanned ships that can operate autonomously on the open ocean for months a time. The post U.S. Navy picks Blue Water Autonomy to use autonomous vessels for deep ocean surveys appeared first on The Robot Report .
The Robot Report Medium
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Humanoids won’t scale on factory floors until costs drop
The race to commercialize humanoids is on. What’s left to prove is that humanoid robots can beat the economics of the automation manufacturers are already running. The post Humanoids won’t scale on factory floors until costs drop appeared first on The Robot Report .
The Robot Report Medium
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What Robotics Companies Think About the U.S. Foreign Robot Ban
The U.S. Federal Communications Commission (FCC) “Covered List,” originally published in 2021, identifies communications equipment and services that it says pose a threat to national security. On 28 July, the FCC added mobile, communicating robots weighing more than 2 kilograms and power inverters commonly used in solar panels to the list, meaning that new products from any foreign country in thes
IEEE Spectrum Medium
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Exclusive: Zurich-based Exclaim Robotics comes out of stealth, raises $4.95m
Sifted Medium
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igus launches energy chain with 600-degree rotation for industrial robots
igus says its new twisterchain energy chain provides cable management for challenging industrial robotics applications such as palletizing. The post igus launches energy chain with 600-degree rotation for industrial robots appeared first on The Robot Report .
The Robot Report Medium
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