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#Software and compute systems
Sep 2Wed
  1. 艾利特机器人 · 微信公众号49

    Elite Robots' Cerebellum Platform: How Does a 500Hz Real-Time Motion Stream Bridge the "Last Mile" of Physical AI?

    Elite Robots has launched a cerebellum platform built around a 500Hz real-time motion stream, natively coordinated with the Yuanqi Primo embodied large model to translate the dynamic intent of higher-level intelligence into continuous, stable, constrained robot motion. Real-robot test parameters are a 2 ms target cycle, 30 ms lookahead time, and a tracking gain of 2000; every frame's target undergoes constraint validation, with motion planning and safety monitoring brought into the same chain.

  2. Elite Robots/艾利特机器人48

    500Hz real-time motion stream: How does Elite Robots bridge the "last mile" of physical AI?

    Elite Robots has launched a robot cerebellum platform that uses a real-time motion stream of up to 500Hz to take in intents from the Yuanqi Primo embodied large model and from external intelligence that complies with interface constraints, and converts them into continuous, constrained motions. Real-machine tests used a 2ms target period, 30ms lookahead time, and a tracking gain of 2000; each frame's target undergoes constraint validation, and when the link breaks, the system follows isolation, convergence, or controlled-exit paths. The SDK brings interface calls, parameter tuning, and exception handling into a unified workflow, and general integration does not require a dedicated RT kernel.

Sep 1Tue
  1. 小鹏机器人63

    XPeng's second-generation VLA large model gets its first major upgrade, XOS 6.3.0 to debut globally on the G9L

    XPeng held a sharing and experience day themed "TIME," announcing the first major upgrade to its second-generation VLA large model. The new XOS 6.3.0 version will make its global debut on the XPeng G9L, with the core aim of moving AI from 3D spatial understanding to 4D spatiotemporal understanding.

    Why it matters: The original breaks the upgrade into three specific changes: contextual memory, reasoning approach, and world model. Readers can use these to understand how the shift from spatial understanding to spatiotemporal understanding is realized.

Aug 29Sat
  1. Noble Machines · X22

    Noble Machines' Moby featured on NVIDIA livestream

    @NVIDIARobotics hosted our co-founder and CEO Wei Ding on this week's livestream. Noble Machines' general-purpose robot Moby runs entirely on NVIDIA's robotics stack — trained with Isaac Sim and Isaac Lab, sim-to-real transfer via #IsaacGR00T, and onboard compute from #JetsonThor. Watch the replay to learn how the team developed Moby's software stack, plus a recent customer case for a global construction company: https://www.youtube.com/watch?v=Ixr5t-W6gJ0

Aug 25Tue
  1. 鹿明机器人 · X15

    Lumos Robotics showcases embodied intelligence at WRC 2026

    Lumos Robotics presented its industrial embodied intelligence products at WRC 2026: Lumos MOS 2 (a heavy-duty AI worker), Lumos NexCore (an industrial embodied intelligence infrastructure platform), and Prime R0 (an embodied intelligence brain). The three correspond respectively to real industrial tasks, robot skill development, and the infrastructure supporting continuous iteration and deployment; Lumos says this reflects its path to bringing embodied intelligence into real industrial environments.

Aug 24Mon
  1. OFweek Robotics64

    Ecovacs Showcases Full-Stack Open-Source Robot Bajie at World Robot Conference and Launches Open-Source Co-Creation Contest with CSDN

    At the 2026 World Robot Conference, held in Beijing from August 19 to 23, Ecovacs showcased Bajie, its first full-stack open-source robot. Chairman Qian Dongqi put forward the view that the power to define robots should shift from manufacturers to users. Bajie integrates a silent mobile chassis, a six-degree-of-freedom robotic arm, multimodal perception, and dual RK3588 compute. It opens up the underlying system, 45 core atomic capabilities, a simulation environment, and AI agent resources, and provides real-machine data collection support with playback and cross-model reuse. Ecovacs also jointly launched the Bajie Open-Source Co-Creation Contest with CSDN.

Aug 20Thu
  1. 加速进化 · 微信公众号46

    Accelerated Evolution's Booster T2 and K1 Appear at 2026 World Robot Conference with Dual Booths

    Accelerated Evolution set up dual booths at the 2026 World Robot Conference (WRC). The flagship Booster T2 Professional Edition is equipped with an NVIDIA Thor chip, delivering 2070 TFLOPS of on-device compute. On site, it demonstrated motions generated by Booster Studio and completed real-robot motion optimization within 3 minutes after engineers fine-tuned parameters. At the Smart Fun Pavilion booth, several Booster K1 units split into red and blue teams for a 3v3 autonomous soccer match, requiring no remote controllers, motion capture equipment, or manual backstage operation.

Aug 19Wed
Aug 18Tue
  1. IPLUS MOBOT/迦智科技25

    IPLUSMOBOT to exhibit material handling solutions at Logis-Tech Tokyo 2026

    IPLUSMOBOT will exhibit three material handling solutions at Logis-Tech Tokyo 2026, held September 8–11 at Tokyo Big Sight (Booth E8J03): the QN1416 laser SLAM counterbalance forklift AMR, the Emma600K heavy-duty AMR with a 600kg payload, and the Fola SN300 compact AMR for short-line replenishment.

Aug 17Mon
  1. 艾利特机器人 · 微信公众号27

    Elite Robotics Participates in Compiling the 2026 Intelligent Welding Robot Industry Development Blue Book, CW Series Welding Workstation Full Matrix Debuts

    As a core participating compiler, Elite Robotics jointly released the 2026 Intelligent Welding Robot Industry Development Blue Book at the 2026 (5th) GGII Intelligent Welding Robot Technology and Application Summit, and its CW series welding workstation full product matrix is featured prominently in the Blue Book.

Aug 14Fri
Aug 13Thu
  1. 智源研究院 · 微信公众号72

    Zhongzhi FlagOS completes Day0 adaptation of Qwen3.8-2.4T across nine chips

    On the first day of Alibaba's open-source release of the 2.4-trillion-parameter MoE model Qwen3.8-2.4T-A95B, the Zhongzhi FlagOS community completed multi-chip adaptation, precision alignment, and deployment validation across 9 AI chips, providing BF16, FP8, INT8, and other multi-precision versions.

    Why it matters: The article presents a zero-code-change adaptation path and a quantization compression scheme, which readers can use to assess how existing domestic compute can support ultra-large models.

Aug 11Tue
  1. 艾利特机器人 · 微信公众号65

    Elite embodied dual-arm robots enter Apple supply chain drilling workshops for mass-production loading and unloading

    An embodied dual-arm composite loading and unloading robot jointly developed by Elite and Maixing Robotics has been running in mass production in the drilling workshop of a leading Apple supply chain factory, with a single-cycle takt time of 52 seconds and a loading/unloading yield of 99.9%; the first unit has run continuously for more than a year, and 5 units are online simultaneously.

    Why it matters: The original text provides the takt time, yield, and deployment period for dual-arm loading and unloading in an Apple supply chain drilling workshop, which can be compared with single-arm and humanoid approaches to assess engineering trade-offs.

Aug 8Sat
  1. UniX AI/优理奇 · YouTube25

    Panther autonomously completes household chores in home service scenarios (UniX AI demo)

    UniX AI's Panther autonomously completes everyday household tasks in home service scenarios, including making the bed, doing laundry, hanging clothes to dry, and tidying the living room. Powered by UniFlex, it enables task understanding, action planning, and smooth execution. The company says this capability can be applied to home assistance, elderly care, healthcare facilities, and smart home environments.

  2. LeadeRobot72

    AMD Bets on the Humanoid Robot Brain: Analysis of the Ryzen AI Embedded X100 Series and the Industry Landscape

    At its Advancing AI event, AMD introduced the Ryzen AI Embedded X100 series processors for humanoid robots, the Kria AI SOM modules, and the Robotics Software Suite, with sampling in June and mass production in Q4. The article's analysis holds that AMD's combination of x86 real-time control, unified memory, and FPGA targets industrial quasi-humanoid and dual-track supply chain scenarios; in the short term it is unlikely to shake Nvidia Thor's roughly 68% share of the high-end bipedal segment, and its opportunity lies in capturing the installed base of industrial PCs plus discrete GPUs and serving as a second supplier.

Aug 7Fri
  1. 荭杏科技23

    Hongxing Technology Xiaomei M9 Humanoid Robot | Service Continues Off-Grid, Care Never Absent

    The Hongxing Technology Xiaomei M9 humanoid service robot focuses on continuous service off-grid and targets elderly care, medical, government, and commercial service scenarios. Its perception, modeling, navigation, and decision-making are 100% completed on local edge computing, enabling it to keep working for more than 6 hours under disconnected or weak network conditions, with zero data leakage. Its millimeter-wave radar fall prediction has an accuracy rate of 99% and a false alarm rate below 1%, and its robotic arm completes the entire process from perception to intervention in just 10 seconds.

Aug 5Wed
  1. Skydio45

    Skydio X10 Draper software update improves camera image quality and low-light performance

    Through the Draper software update, Skydio is delivering free camera performance improvements to in-service X10 drones via OTA, with no hardware replacement required. The update includes low-light tuning and autofocus improvements for the telephoto camera, tap-to-focus in Remote Flight Deck (hold the F key and click a target on screen to adjust focus and exposure), a dedicated low-light camera mode, and, during Shadow tracking, target-anchored linked focus, exposure, and stabilization.

Aug 3Mon
Jul 30Thu
  1. Dexterity64

    FedEx and Dexterity expand deployment of Foresight and Mech automated trailer-loading systems at Hagerstown hub

    FedEx and Dexterity announced an expansion of their partnership to deploy Dexterity's Foresight world model and Mech dual-arm trailer-loading system at scale at the Hagerstown hub in Maryland, after the technology completed years of joint development, testing, and operational validation at pilot sites.

    Why it matters: The original article provides details on the production-scale deployment from pilot to a large hub, helping readers understand how physical AI is actually being implemented in logistics loading and unloading scenarios.

Jul 28Tue
  1. Westwood Robotics · YouTube24

    Mastering BEAR Actuators 04: Parameters and Data Control GUI Walkthrough

    Westwood Robotics releases the fourth installment of its BEAR actuator tutorial series, walking through the control table register architecture via the BEAR Data Control GUI: CONFIG registers are used to set PID gains, baud rate, hardware limits, and safety thresholds, while STAT registers manage runtime states and telemetry feedback.

Jul 24Fri
  1. Agile Robots/思灵机器人61

    Agile Robots and Idealworks detail edge AI inference stack, running VLMs on Jetson AGX Xavier with custom TensorRT plugins

    Agile Robots and its subsidiary Idealworks describe their edge AI deployment stack since 2018, covering five layers: hardware, BSP, inference pipeline, inference framework, and quantization.

    Why it matters: Using their own Xavier deployment experience as an example, the authors present a reusable TensorRT plugin method for running VLMs on older hardware that peers can directly draw on.

  2. 具微科技52

    Juwei Technology releases industrial embodied brain MicVLC

    Juwei Technology has released MicVLC, an industrial embodied brain, and proposed for the first time the VLC (Vision-Language-Calling) architecture paradigm, which decouples the cognitive layer from the execution layer, in contrast to traditional VLA models that deeply couple Action with the low-level control of specific terminal actuators.

Jul 21Tue
  1. JAKA Robotics/节卡机器人36

    JAKA × WAIC: Full-stack in-house development, JAKA embodied intelligence really enters factories and gets work done

    At 2026 WAIC, JAKA Robotics' full-stack, in-house developed embodied intelligence products were showcased together. The JAKA K1-25 humanoid robot weighs under 25 kg, has a maximum payload of up to 30 kg, and features 1 kHz force-control response and ±0.1 mm repeat positioning accuracy; the new energy motor collaborative assembly system jointly built by JAKA Kargo and Hasco Automotive has a recognition accuracy of 99% and can complete 0.5 mm fine-thread screw fastening in 10 seconds.

Jul 20Mon
  1. Elite Robots/艾利特机器人28

    Elite Robots' Cao Yunan Discusses Physical AI Deployment Challenges and Solutions at WAIC 2026

    At the "Intelligent Trends Forum" at WAIC 2026, Cao Yunan, Chairman of Elite Robots, delivered a speech titled "Optically Connected Intelligence: The Strategic Outpost of Physical AI," noting that physical AI deployment faces four bottlenecks: data, models, execution, and scale. The company's self-developed "Yuanqi Primo" solution enables on-site cold start with a small number of samples, keeps sensitive data resident locally, and evolves through federated intelligence; it has already achieved scaled deployment in optical communications manufacturing. Its Suzhou super factory is expected to be completed and put into operation by the end of 2026, and the company has accumulated millions of robot operation trajectories and hundreds of millions of force-tactile sensor sampling data points.

Jul 10Fri
  1. OFweek Robotics26

    Pound Flag Technology launches robot rental RaaS model, using "zero investment" to solve the difficulty of investing in smart warehousing

    Pound Flag Technology has launched a robot rental RaaS (Robotics as a Service) model, under which enterprises do not need to purchase equipment assets and pay service fees only based on deterministic operational results, achieving "zero-investment move-in." The solution relies on industrial AI agents and the industry's first LDS production-collaboration unmanned pull system and ADS multi-brand robot hybrid scheduling system to uniformly schedule a full-category cluster of self-developed AMR/AGV robots. Pound Flag says the model has been implemented in 2,000+ projects worldwide and can reduce per-unit inbound and outbound costs by 35%, increase picking efficiency by 300%, and save 50% in labor costs.

Jul 8Wed
  1. Hugging Face LeRobot82

    LeRobot v0.6.0 released with multiple breaking changes and new policies

    Hugging Face LeRobot has released v0.6.0: pip install lerobot no longer includes dataset and training dependencies by default, requiring extras to be added as needed; GR00T N1.5 has been replaced by N1.7; and the minimum PyTorch version has been raised to 2.7.

    Why it matters: The release notes list specific breaking changes and migration methods, so developers in the middle of upgrading can use them to check their installation, configuration, and training workflows.

Jul 1Wed
  1. YOUIBOT/优艾智合53

    Youibot Releases FabriX Industrial Embodied Intelligence Foundation Model and Edge Industrial Humanoid Robot

    On June 29, Youibot released the industrial embodied intelligence foundation model FabriX and the industrial humanoid robot Edge. FabriX uses an edge-cloud hybrid architecture, combining a multimodal MoE foundation model with deterministic control, and proposes an ecosystem partner plan to empower 10,000 industrial sites over three years.

Jun 30Tue
  1. 松灵机器人30

    How to Choose a General-Purpose Mobile Robot Chassis for All Domains? Analysis Based on Complex Environment Adaptation and Large-Scale Deployment Scenarios (Using AgileX Robotics UMR as an Example)

    Mobile robot chassis selection should be evaluated across six dimensions: terrain adaptation, drive and steering architecture, core hardware reliability, modular expansion, software ecosystem, and mass-production delivery, using the AgileX Robotics UMR four-wheel four-steering omnidirectional chassis as a reference.

Jun 26Fri
  1. OFweek Robotics59

    Qualcomm explains robot System 0, 1, 2 architecture, releases Dragonwing IQ10 reference design

    At its Investor Day, Qualcomm laid out its robotics strategy, splitting robot computing architecture into a System 2 reasoning layer (18-core CPU, 700 TOPS multi-NPU, 64GB memory, over 270GB/s bandwidth, running VLA large models), a System 1 action layer, and a System 0 execution layer, built on deterministic Ethernet with nanosecond-level synchronization and multi-sensor ASICs.

Jun 25Thu
  1. Yaskawa46

    Yaskawa Electric announces transfer of part of subsidiary iCube Digital shares to YE DIGITAL

    Yaskawa Electric has decided to transfer part of its holdings in subsidiary iCube Digital Co., Ltd. to YE DIGITAL Corporation, reducing its ownership stake from 60.0% to 40.0%, and says the impact on consolidated results will be minor. iCube Digital was established in July 2020 as a joint venture between the two companies (capital of 350 million yen) and develops and sells IoT solutions for factory automation in manufacturing and automation in the logistics industry. Yaskawa Electric says it will continue to support the company's growth through its automation product technology and customer base.

Jun 24Wed
  1. Stial/斯帝尔科技26

    STIER AI flexible grinding robot workstation targets high-end precision manufacturing with a physical AI closed loop, deployed in wet grinding of silicon carbide composite materials

    STIER has launched an AI flexible grinding robot workstation that builds a "perception-analysis-decision-execution" physical AI closed loop, targeting the grinding of multi-curved-surface parts in high-end manufacturing such as aerospace and precision molds. The solution uses 3D vision inspection and positioning, a PolishX flexible force-control system belt grinder, and the self-developed NextBrain™ Mushroom Cloud system. In a wet grinding case involving silicon carbide composite workpieces, it achieved fully autonomous operation across the entire process, with contact force control accuracy of ±0.5% FS, per-piece processing time shortened by more than 22%, and product changeover completed within 10 minutes.

Jun 22Mon
  1. Intrinsic47

    Intrinsic: Unlocking the value of Physical AI in manufacturing with a software-first approach

    Intrinsic is working with CNC system integrators Trinity Automation and MartinSystems to integrate AI capabilities such as perception, automated motion planning, and grasp insertion into machine tending robot products, so operators can use them without programming, supporting small-batch high-mix production.

Jun 19Fri
Jun 18Thu
  1. Ars Technica65

    Nvidia GEAR develops ENPIRE framework, enabling AI coding agents to autonomously train robots to cut zip ties and install GPUs

    Researchers at Nvidia GEAR lab, Carnegie Mellon University, and UC Berkeley developed an agent framework called ENPIRE that lets AI coding agents autonomously schedule and iterate robot training; the robots learned to cut zip ties and insert GPUs into narrow, thin slots on a motherboard.

Jun 2Tue
Jun 1Mon
May 29Fri
  1. 可以科技23

    Loona DeskMate features explained: how it helps you work smarter

    Loona DeskMate is a desktop AI companion robot from Keji that uses a MagSafe-attached iPhone as its processor and screen, with a base that is a 165W GaN charging station and a 3-DOF motorized gimbal. It supports wake-word-free conversation, about 0.5-second response, and local multimodal processing, with data staying on the phone; it natively syncs with Slack, Gmail, Zoom, Notion, and others, can sense the screen and clipboard, integrates 50+ services, and offers an open API and MCP.

May 28Thu
  1. Genesis AI · X74

    Genesis AI open-sources simulation platform Genesis World 1.0, plus Quadrants and Nyx

    Genesis AI has released and open-sourced its simulation platform Genesis World 1.0, along with the GPU-accelerated computing project Quadrants and the path-tracing rendering engine Nyx, claiming that one hour of reality can become 100 days in simulation.

    Why it matters: The original text explains how simulation turns the physical-time bottleneck into a compute problem, and provides links to three open-source repositories along with performance improvement figures.