autonomoussystem.dev

#Autonomous System | Development

#Run:ai Dev (run.ai) | Accelerating AI development with comprehensive life cycle support from concept to deployment | Connecting to preferred IDE tools | Tracking results using preferred experiment management tool | Mounting dataset to workspace | Storing outputs and artifacts in traceable storage volumes | Launching pre-configured environments | Iterating AI midels faster | Running more AI jobs | Scaling up AI training to multiple nodes | Firing up prioritized batch jobs to pre-defined queues | Scaling training workloads to GPU nodes in single command line | Picking Python training frameworks Ray, Pytorch Lightning and DeepSpeed | Deploying, managing, and monitoring AI models

#Notiloplus | Underwater drone

#ChcNav | Object Analysis | Object Detection | Autonomous Vehicle | Integrated IMU RTK technology | GNSS RTK engine | Calibration free high end IMU sensor | Advanced GNSS tracking capabilities | High end connectivity modules: Bluetooth, Wi-Fi, NFC, 4G, and UHF radio modem | Base to rover surveying up to 5 km | Embedded 624-channel GNSS technology for GPS, GLONASS, Galileo and BeiDou signals

#NetApp | AI Data Management | Securing data required for AI data workflows

#Ouster | Development Kit | Lidar | High level perception outputs for indoor environments | 3D object list | Free space and obstacle detection | 3D occupancy grid | Lidar odometry | Extrinsic calibration | Automated ground vehicles | Surround Lidar Sensors

#Wartsila | Marine autonomy solutions

#RocketDNA | Broad Area Beyond Visual Line of Sight (BVLOS) Self-Assessment Trial | Groundbreaking self-assessment capability gained | Faster Drone-in-a-Box deployments | The first commercial operator approved under CASA new self-assessment trial | Capability to self-assess and commence operations within days | Enterprises operating across multiple sites - particularly in mining, agriculture, and industrial sectors - new projects can start faster, site expansions supported immediately, autonomous drone benefits realised quicker | RocketDNA operated BVLOS missions from Remote Operations Centre (ROC) since 2022 | Developed robust safety management systems | Refined operational procedures through thousands of flights | Built deep expertise in risk assessment and mitigation | Established proven track records with the regulator | Operating safely around active industrial sites and infrastructure | Navigating overlapping safety frameworks (aviation, mining, workplace safety) | Working seamlessly with existing site operations and security protocols | Meeting the uptime and performance standards enterprise customers demand | Deployment and installation at client site | Remote operations from certified Operations Centre | Maintenance and compliance for all equipment | Data processing and delivery in preferred formats | Drone capability can move with operational priorities, not lag weeks behind them | Ability to quickly deploy drone to new locations | Running comparative trials across different sites | Autonomous drones can handle mine stock pile flights automatically on a set schedule | Volume calculations and 3D models are ready within hours | Automated flight patterns give consistent image overlap and quality. | Better data for planning | Fewer surprises at end of month | Docked drone systems sit in weatherproof unit that houses drone and its charging and communications systems | Base station arrives on site pre-mounted on a skid to make installation simple | Off-grid power options like hybrid solar, battery, and diesel | When scheduled or triggered manually, roof slides open, drone takes off, flies a pre-set route, and returns to recharge | Data uploads automatically, streaming live to team via Starlink, LTE/5G, or site network | SurveyBot start from around $50–60k | Rio Tinto Gudai-Darri mine designed around autonomous haulage and remote operating centres | Mine planning, drill and blast, environmental, and geotechnical teams all needed regular surveys and imagery to support their work | Autonomous haulage fleet is running continuously | Reducing the number of manual vehicle movements into the pit | Giving multiple departments faster access to survey imagery and data | Freeing surveyors from routine flying | With more than 190 square kilometres of mine to cover | Automating routine missions with docked drone system, but retaining manual flights for specialised jobs | Satellite connections with Starlink meant system could be brought online with a simple antenna

#Neste | Process Industry Artificial Intelligence

#Cpower | Energy Management

#Safety4sea | Safety

#AutoMarineSys | Autonmous Marine Systems

#Anybotics | Manipulation payload | Autonomous maintenance tasks | Powerful and torque-controlled arm | Flexible sensor integration | Open software architecture | Access to low-level joint control for developers | System equipped with NVIDIA Jetson GPU | Onboard execution of AI models and real-time perception algorithms | Integrated platform enables advanced mobile manipulation, such as agile tool use, object handling, and real-time interaction in unstructured environments | Human–robot collaboration | Heavy payload handling | Complex tasks | Intelligent, autonomous legged robotics | Legged robotics research package | Collaboration with Duatic, an ETH Zurich spin-off | Workforce App | Operate ANYmal robot from device | Set up and review robot missions | Industrial Inspection

#Carbon Robotics | Autonomous LaserWeeder Robot | Deep Learning | Laser | Lidar Sensor | Nvidia | Cumming

#Visual Components | Robot offline programming (OLP) | Robot programming outside of production system without stopping production | With offline programming, operator can view product in CAD model, enabling welding of internal, hidden areas with robot | Generating programs fast in virtual robot cells from anywhere in the world | Repeatable quality with accuracy and minimal waste | Software validated and optimized programs | Process knowledge database | Virtual models of the production | Mastering complex welding quality and efficiency | Delivering customized, modular machines faster and with higher quality | Customization makes automation and flexible robot programming critical for maintaining productivity | Offline programming expertise of Delfoi Robotics | Visual Components platform | OLP is utilized not only when introducing new products but also in refining existing programs | Visual Components used as a layout design tool | Modeling digital replica of the welding station with software and testing welding possibilities | Doing all programs before machine itself has arrived in factory | After robot installation calibrate, touch up, and upload them to robot controller | Commissioning, involves calibration of designed robot cell for accuracy, ensuring that programs function accurately for a faster production ramp up | Ponsse: harvesters, robotic welding station | Duun Industrier: Norwegian heavy machinery manufacturer, robotic welding station, database optimizing welding procedures in Welding Procedure Specification (WPS) library making it easy to replicate best practices across different products |.Sandvik Mining: manufactures heavy-duty underground loaders and trucks with complex, multi-pass welds, uses IGM and Yaskawa welding robots | Canatu: develops and manufactures advanced carbon nanotubes, along with related products | Pintos: manufacturing of steel reinforcements | Photocentric: manufacturer specializing in photopolymers | Meconet: high-quality metal components | Valmet: process technology, automation solutions and services for pulp, paper and energy industries | Ouman: building automation and energy efficiency for properties | Casemet: steel enclosure solutions | Koja: air handling and fan solutions for ships and buildings | Mulberry: luxury leather goods | MSK Plast: custom-made plastic parts | Delroi targets manufacturing companies across U.S. and Canada | Delfoi collaborates with Oracle, SAP, and Microsoft

#SailDrone | Ocean Data Solutions with Autonomous Surface Vehicles

#NREL | National Renewable Energy Laboratory

#Alstom | Integrated sustainable systems

#Continental Automotive | Passenger Car Solutions

#Renault Group | Vans | Passenger Cars

#Waymo | Google self driving car

#OXTS | GNSS aided inertial navigation systems | Oxford Technical Solutions

#Sensible4 | Autonomous driving software

#Bosch Rexroth | Autonomous construction, agriculture, mining, and municipal vehicles | Electric and hydraulic actuators | Automation functions on demand | Over-the-air updates for entire fleets | Virtual Walls: Protect defined areas within reach of the vehicle.for Excavator, Wheel loader Telehandler | Smart Hydraulics | Components equipped with intelligent and integrated sensors, and control functions | Comprehensive portfolio of smart components | Mobile off-highway machines with eOC and eCC | eoC: intelligent hydraulic components with a standardized and modular software architecture, allowing to create a customized solution for work functions of mobile machine | eOC BODAS Valve Control | eOC BODAS Pump Control | The combination of both, the eOC System Solutions | eOC BODAS Valve Control: customizable valve actuation functions, CAN joysticks, pedals, and EH-controlled main valves | eOC BODAS Pump Control: CAN communication between pump and diesel engine | eOC system solutions: combining eOC BODAS Valve and Pump Control in a single electronic control unit | eCC: hydromechanical control functions to electromechanical components and thus to software | eCC BODAS Pump Control: reduce hydraulic hardware to the essentials and control hydromechanical functions such as pressure cut-off and various control functions using software

#RenuRobotics | Automating operations and maintenance for the solar industry

#GapWaves | Millimeter wave waveguide applications

#Sbskills | Construction skill training

#Fregata Space | Satellite images into high resolution information | Machine learning

#Bauma | Construction machinery trade fair

#Aspentech | Enterprise asset performance management

#Unikie | Real Time Process Software

#Autonomous Machines | Jetson | Nvidia

#Invinity | Containerized storage system | System determines the pod having the container with the product to be picked | Amazon

#OpenUSD | Universal Scene Description | USD | Metaverse | Digital Twins | Simulating scenes, roads and factories | Autonomous Vehicles | Robots | Large virtual worlds | Pixar | Adobe | Ubisoft | Nvidia

#Autodesk 3ds Max | Autodesk

#Vendia | Synthetic data generation | Computer simulation | Algorithm | Statistical modeling | Autonomous vehicles | Information injected into AI models | Creating digital twins | Testing AI systems for bias | Simulating the future, alternate futures or the metaverse | Datagen | MostlyAI | Synthesis AI

#Mtech | AgGateway | Gaia X data

#NVIDIA | GPU Deep Learning | GPU acting as the brain of computing | Robots and self driving cars can perceive and unferstand the world | Accelerating the entire AI workflow | AI agents designed to reason, plan, and act | Conversational AI: multilingual speech and translation AI | Vision AI: multimodal real-time insights | AI factories: manufacturing intelligence at scale | Purpose-built AI factories | AI life-cycle | Humanoid robotics research and development platform | Machine Learning | Neural networks | Natural language processing | Speech recognition | Recommender systems | Biomedical image segmentation | Object detection | Image classification | Reinforcement learning

#Ambri | Batteries for clean energy | Liquid Metal Battery | Self heating and regulating | Calcium and antimony as material | Rapid deployment | Scalable | Internal operating temperature 500˚ C | Desert | Arctic | Antarctic | Third Pole | Shipped cells inactive at ambient temperature | Heaters bringing cells to operating temperature | No degradation, air conditioning, replaceable nor any serviceable components | MIT | GroupSadoway Lab | Boston Metal

#MemryX | AI Accelerator Module | Install system software, MemryX SDK, MemryX board | Compile AI model(s) making executable file | Send data & receive results using APIs for AI processing | Up to 6 TFLOPs (1GHz) per chip | Up to 16-chips (96 TOPS/TFLOPs) can be interconnected | Activations: bfloat16 (high accuracy) | Weights: 4 / 8 / 16 bit | Batch = 1 | 10.5M 8-bit parameters (weights) per chip | PCIe Gen 3 I/O | USB 3 interface | 0.6-2W per chip av power | Smart compiler: optimized and automated AI mapping to MemryX hardware | Powerful APIs: Python and C/C++ low and mid-level APIs for AI integration | Runtime: driver and firmware to support Windows or Linux distributions | Bit Accurate simulator: accurately testing models even without MemryX hardware

#Ouster | High-resolution lidar sensors for long, mid, and short range applications | Smart infrastructure | Autonomous machines | Robotics applications | Digital lidar architecture | Digital device powered by a fully custom silicon CMOS chip

#JAKA Robotics | Graphic Programming | Set and adjust positions and tasks with ease | Drag Teaching | Moving the cobot to any position, and it will memorize it instantly | JAKA APP | Teaching the robot | Remote Monitoring | Monitor robot tasks and set alerts

#BASF | Structural color | Chameleon like, color shifting materials | Stretching a piece of film to reveal a hidden message | Checking an arm band color to gauge muscle mass | Sporting a swimsuit that changes hue as one does laps | Elastic materials that when stretched can transform their color | Printed films revealing the imprint of objects | Structural color arising as a consequence of a material microscopic structure | Robotic skin that has a human like sense of touch | Devices for things like virtual augmented reality or medical training | University of Cambridge | The Gillian Reny Stepping Strong Center for Trauma Innovation at the Brigham | Women Hospital | National Science Foundation | MIT Deshpande Center for Technological Innovation | Samsung | MIT ME MathWorks seed fund | MIT

#MassRobotics | Ori | Ikea | Boston Seaport District | Amazon | Google | Mitsubishi Electric | Computer Science and Artificial Intelligence Laboratory (CSAIL) at MIT | Cybernetix Ventures

#VARTA | Application Specific Batteries (ASB) | Energy Solutions

#GAM | Precision mechanical manufacturer of drive solutions used in automation technology | Engineering solutions for demanding environments | Robotic gearboxes | Servo-gearboxes | Precision spiral bevel gearboxes | Rack and pinion | Servo-couplings | GPL Robotic Planetary | GCL Cycloidal | GSL Strain Wave | Linear Mount Products for Cartesian Robots | Backlash <0.1 arcmin (6 arcsec) of gearbox, no adjustment necessary | Operation temperatures -40°C to 70°C (-40°F to 160°F) | 20,000 hours operational life | Torque 3500 Nm (31,000 in-lb)

#AiFi | Autonomous retail | Cashierless AI powered retail solution | AiFi app | Computer vision | AI learning about scenarios | Simulated environments to train the AI algorithms and the models | Calibration algorithms allowing to recreate the shopping environment in 3D | Cameras tracking customers throughout their shopping journey

#Carling Technologies | Electronic switching | Electromechanical controls | Electromechanical switches

#Boston Dynamics AI Institute | Artificial intelligence (AI) | Robotics | Intelligent machines | Cognitive AI | Athletic AI | Organic hardware design ,| Ultrasonic inspections of rotating equipment with Fluke SV600 | Early detection of bearing failures before they lead to costly breakdowns | Operators can capture critical data without the need for additional inline sensors or manual inspections | Leica BLK ARC payload | Autonomous routines | Repeatable laser scans | Precise 3D data for tasks like factory design, equipment installation, and change management | Spot can identify and avoid obstacles requiring additional caution in dynamic environments, including carts, wires, and ladders | Spot Hardware Updates | Tablet Controller Pro | Ergonomic joysticks, longer battery life, and HDMI pass-through | Spot robit operates in temperatures up to 55°C | Core I/O antenna upgrade enhances range and reliability | AI Institute | Artificial intelligence (AI) | Robotics | Intelligent machines | Cognitive AI | Athletic AI | Organic hardware design

#KHK Gears | 200 styles of stock gearing products | Over 27,000 unique configurations | Metric spur gears | Metric helical gears | Metric internal ring gears | Straight and helical metric gear racks | Metric circular pitch (CP) racks | Pinions | Straight, spiral, & hypoid tooth metric bevel gears | Straight, & spiral tooth metric miter gears | Metric screw gears | Metric worms & worm wheels | Metric ratchets & pawls | Metric gear couplings | Metric involute splines & bushings | Right-angle metric gearboxes | Gear lubrication systems

#ICEYE | Synthetic aperture radar (SAR)

#Harmonic Drive | Precision servo actuators | Gearheads | Gear component sets

#QC Conveyors | Automation Series Conveyors

#Boston Dynamics | Stretch robot | NFI | Third party logistics provider (3PL) | Unloading trucks and containers | Moving freight through facilities | Inbound and outbound distribution centers

#NVIDIA | Mission Client | Isaac ROS GitHub | ROS 2 Humble | Nav2 navigation stack | OTTO Motors | InOrbit | VDA5050 Connector | MQTT | OASIS standard messaging protocol for Internet of Things (IoT) applications | Open Robotics

#General Atomics | Air to Air Laser Communication System | Crosslinks from aircraft to other platforms such as unmanned aircraft, maritime vessels, and space systems

#MIT | White graphene nanotubes | Stronger, heat resistant composites | Membranes for renewable energy | Hollow aligned fibers, or nanotubes, made from hexagonal boron nitride | Hexagonal boron nitride ( hBN) | Fabricating aligned boron nitride nanotubes in bulk | hBN is transparent and electrically insulating | hBN to electrically insulate sensors within electronic devices | Blue energy, electricity produced from the ionic filtering of salt water into fresh water | Nanotube engineering | Hypersonic and space applications

#Catepillar | Cat Command for Excavating | Remote control system | Cat Command station | Non line of sight remote control | Improving machine productivity | Fast restart of operations | Virtual cab with familiar controls and machine displays | Up to five different machines controlled by one user | Access to machine setting just like in the machine | Solution to workforce shortages | Training advantages for newer operators | Opportunities to those with physical limitations | Attracts a new generation of workers | Increases the longevity of experienced operators

#SatelIoT | IoT connectivity over standard 5G NB-IoT

#Jetson AGX Orin Developer Kit | NVIDIA | 275 Trillion Operations per Second (TOPS) | Multiple concurrent AI inference pipelines | High speed interface support for multiple sensors

#SFA Oxford | Research | Critical minerals in Artificial Intelligence

#Optimax Systems | Robot polishing platform | Optics prototypes | PickNik | Robot Operating System (ROS) | ABB robot arm | ROS 2 Control library | ABB StateMachine | ABB

#Ocean Autonomy Cluster | Hub for expertise on ocean autonomy

#ROS | Robot Operating System | Open source software development kit for robotics applications | Standard software platform to robotic application developers | Research | Prototyping | Deployment | Production

#Deep Mind | Gemini Robotics | Vision language action | Multimodal reasoning | Real-world understanding | Gemini Robotics On-Device VLA model is optimized to run locally on robotic devices | Strong general-purpose dexterity and task generalization | Optimized to run efficiently on the robot itself | Gemini Robotics SDK | MuJoCo physics simulator | Foundation model for bi-arm robots | Completes highly-dexterous tasks like unzipping bags or folding clothes — all while operating directly on the robot | Trained model for ALOHA robots first | Adapted model to bi-arm Franka FR3 robot and Apollo humanoid robot by Apptronik | Generalist model can follow natural language instructions and manipulate different objects

#Nscale | UK-headquartered AI infrastructure provider | Nscale AI Campus in Loughton | UK largest AI supercomputer | Microsoft’ Azure services | 23,040 NVIDIA GB300 GPUs | Nscale, OpenAI and NVIDIA are together establishing Stargate UK

#Applied Intuition | Partnering with Komatsu mining sector | Onboard autonomy vehicle intelligence | Smart cloud control center | Collaboration focuses on deploying next-generation autonomous systems and fleet connectivity across Komatsu mining vehicles | Software-defined vehicle capabilities | Robust digital toolchain | Collision avoidance system | Fleet management system | Software-defined vehicle (SDV) platform | Critical minerals are in high demand | 3% of global mining trucks currently operate autonomously | Market valued at $1.6 billion projected to grow to $12.6 billion by 2031 | At the core are onboard systems for autonomy, perception, planning, and safety | Global Navigation Satellite System (GNSS) signals usage | Dynamic path planning allows vehicles to detect and navigate around obstacles in real time | AI-enabled collaborative mapping automates site updates | Human-machine interface (HMI) | Remote operators and supervisors | Surround View | Collision Avoidance System | Safe operation even offline | Intelligence successfully used in Isuzu autonomous truck

#Milrem Robotics | Edge Group | Intelligent unmanned ground vehicles | Robotic warfare solutions | Concept of Operations (CONOPS) | Doctrine level warfare analysis

#Fieldin | AgTech | Smart farm operation platform | Autonomous driving | Farm management

#NVIDIA DRIVE AGX Thor developer kit | Enabling the development of safer, smarter autonomous vehicles and transportation solutions | Autonomous vehicle systems rapidly grow in complexity, equipped with reasoning vision language action models, generative AI and advanced sensor technologies | Platform accelerates the design, testing and deployment of AVs and intelligent mobility solutions | Built on NVIDIA Blackwell architecture, next-generation Arm Neoverse V3AE CPUs and NVIDIA DriveOS 7 software stack | Purpose-built for reasoning vision language action models | Ideal for automotive development | Sufficient I/O to support surround cameras, radars and lidars, common vehicle interfaces including GbE/10GbE and PCI-Express | Meets automotive industry stringent functional safety (ISO 26262) and cybersecurity requirements (ISO 21434) | Automotive companies: are building BYD, GAC, IM Motors, Li Auto, Volvo Cars, Xiaomi, Zeekr | Autonomous trucking companies: Aurora, Gatik, PlusAI, Waabi | NVIDIA AV partners: DeepRoute.ai, Nuro, WeRide, ZYT | Tier 1 suppliers: Continental Automotive, Desay SV, Lenovo, Magna, Quanta | Technology pioneers: AdaCore, Lauterbach, OMNIVISION, QNX, Vector | Three computers: NVIDIA DGX for AI training, NVIDIA Omniverse and NVIDIA Cosmos running on NVIDIA OVX for simulation, and NVIDIA DRIVE AGX for deployment

#outsight | Lidar SDK for robotics | Simultaneous Localization & Mapping | Allowing machines to see their surroundings in real time | Point Wise Classification | Object Detection & Tracking | 3D LiDAR Situation Awareness to Vehicles | 3D Super resolution live map | Augmented LiDAR Box | Fully Automated Trucks | Last mile Robotic Delivery | Material Handling Automation | Nuclear power plants | Airports |Off road vehicles | Real time mapping | Autonomous aircraft | Forest monitoring | Aerial inspection | Smart machines | Robotics | Drones | Linux | Windows systems | ROS | SLAM | REST API | 3D related JS libraries | SQL database and Docker deployment | HTTP/HTTPS | VLAN | Javascript | Python | English and French

#Encoder | Automated material handling systems | Conveying, warehousing, heavy lifting | Rotary encoders | Encoder feedback to monitor belt speed and direction | Monitoring the position of objects on conveyor

#Trimble | Autonomy: Agriculture, Construction, Automotive,

#LUCID | Arena software development kit | SDK provides easy access to the latest industry standards and software technology | SDK supports Windows, Linux 64bit and Linux ARM operating systems, and C, C++, C# and Python | LUCID cameras conform to the GigE Vision 2.0 and GenICam3 standards

#Encoder Products Company | Motion feedback devices manufacturer | Machine vision by VAIA

#Boeing | Autonomous certification

#Soul Machines | Digital DNA Studio | Suite of AI creative tools to create, customize and deploy ALIVE, autonomously animated digital people | Digital Celebrities | Engaging fans 1:1, 24 hours a day, in multiple languages | Autonomous Animation | Endless digitally alive engagement | Digital People Enhanced Listening Behavior incorporates facial expressions and head motions for added acknowledgement | Supporting Microsoft Speech-to-Text (STT)

#Avikus | Developing autonomous navigation solutions for vessels | HiNAS for large merchant ships | Displaying detected ships and navigation information in AR images | Sensor fusion technology | NeuBoat for boats | NAS, Navigation Assistant System | BAS, Berthing Assistant System | DAS, Docking Assistant System

#US Department of War (DOD) | Autonomous aerial weaponry | Artificial intelligence (AI)

#ASTM International | Terrestrial manufacturing for space | Manufacturing of hypersonic components and structures

#SYPAQ | Autonomous systems | CORVO platform | UAS | CORVO Common Ground Control Station

#UiPath | Robotic Process Automation (RPA)

#Sony | IMX462 CMOS image sensor

#e-con Systems | RouteCAM_CU20 - Sony IMX462 Full HD GigE Camera | Image and power over Ethernet camera | Sony IMX462 CMOS image sensor | Ultra low light sensitivity | High Dynamic Range (HDR) | NVIDIA Jetson Platform | Unique ID for each camera | Over The Air (OTA) upgrade | Linux Socket Application for extended Camera

#Advanced Navigation | Inertial measurement unit (IMU) | Heading reference system (AHRS) | Acoustic navigation | AI-based acoustic processing techniques | Subsea transponder | Sidney, Australia

#Trusted Autonomous Systems | Australia Defence Cooperative Research Centre | Autonomous, robotic, smart-machine technologies

#Honda | Boston Dynamics | Development of advanced robots for applications in autonomous vehicles, urban air mobility (UAM), and smart factories | Creating robotics value chain ranging from robot component manufacturing to smart logistics solutions

#Sanctuary AI | General-purpose robot | Autonomous control system built-in | High degree of freedom (DOF) Motion Planning | Reinforcement Learning | Simultaneous Localization and Mapping (SLAM) | Cognitive Services | Simulation Software | Vancouver, Canada

#BrainChip | Licenses AI accelerator hardware designs combined with state-of-the-art development tools and advanced neural network models | Bringing on device intelligence to any chip design | Processor IP uses sparsity to focus on the most important data, inherently avoiding unnecessary computation and saving energy at every step | State-space model architecture tracks events over time instead of sampling at fixed intervals, skipping periods of no change to save energy and memory | Edge AI audio processing | Enablinging real-time video and image processing directly on-device | Processing data from sensors like accelerometers, gyroscopes, microphones, radar, and environmental monitors directly on-device | Continuous health tracking that fits Into small wearables | In cabin sensor-based occupant detection system | No unending cloud fees | Support real-time streaming data | Keeps working, even without a network connection | Data stays on device, not in cloud | No transmissionsvmeans less risk of interception | Akida Development Environment (MetaTF) machine learning framework | Processor IP simulator | Python API for neural networks | Conversion Tool (cnn2snn) to convert models to a binary format for model execution on an Akida platform | PCIe Development Board featuring AKD1000 neuromorphic processor in standard PCIe form factor | Akida AKD1000 card features built in capabilities to execute networks without host CPU | BrainChip and VVDN created Akida Edge AI Box for applications such as video analytics, face recognition, and object detection | Event-based neural processor | Models include audio denoising, automatic speech recognition, and language models | Building edge hardware systems that can execute LLMs to provide domain-specific intelligent assistance at the Edge | Building models using an extremely compact LLM topology | Temporal Event Neural Networks (TENNs) based on state-space models combined with pre-processing information in a RAG system | Stand-alone, battery-powered AI assistant that covers huge amount of information

#Untether AI | Accelerating AI inference | PCI-Express form factor and power envelope | Over 2 PetaOps per card | Accelerator card | AI chip | Intel backef | Toronto, Canada

#Pinecone | Serverless vector database architecture | Vector clustering | Vector search | Indexing and retrieval algorithms | On-demand retrieval | gen AI applications

#Notion | Pinecone

#Blackstone | Pinecone

#Canva | Pinecone

#Domo | Pinecone

#Gong | Pinecone

#Figure AI | BMW Manufacturing | General purpose robots into automotive production | Humanoid robots | Manufacturing facility in Spartanburg, South Carolina | Integrating AI and robotics into the automotive industry

#Telco | Precision-engineered motion control and air-moving solutions | Electronically Commutated Motors

#Hugging Face | AI Development

#Flyability | Drones for industrial inspection and analysis | Confined space inspection | Collision and crash resistant inspection drone | 3D mapping | Volumetric measurement | Inspections of cargo ships, bridges, ports, steel mills cement factories, liquid gas tanks, nuclear facilities, city wide underground sewage systems | Ouster lidar

#HEBI Robotics | Robot development platform | Smart robotic actuation hardware and building blocks | Streamlininh the process of developing robots | Space-rated hardware deployed for missions in space | NASA: SBIR

#Google DeepMind Technologies Limited | Creating advanced AI models and applications | Artificial intelligence systems ALOHA Unleashed and DemoStart | Helping robots perform complex tasks that require dexterous movement | Two-armed manipulation tasks | Simulations to improve real-world performance on multi-fingered robotic hand | Helping robots learn from human demonstrations | Translating images to action | High level of dexterity in bi-arm manipulation | Robot has two hands that can be teleoperated for training and data-collection | Allowing robots to learn how to perform new tasks with fewer demonstrations | Collectung demonstration data by remotely operating robot behavior | Applying diffusion method | Predicting robot actions from random noise | Helpung robot learn from data | Collaborating with DemoStart | DemoStart is helping new robots acquire dexterous behaviors in simulation | Google collaborating with Shadow Robot

#Movu Robotics | Robotics | Automated pallet storage solution | Accessible cold storage automation | Temperature-controlled food and pharmaceutical industry | Space optimisation in storage | Streamlined materials handling process | Energy efficiency for cold storage | Robotics for low temperatures with icy and slippery surfaces | Automated Storage and Retrieval System (AS/RS) | Automating picking | Fleet management software

#Neptune Labs | neptune.ai | Tracking foundation model training | Model training | Reproducing experiments | Rolling back to the last working stage of model | Transferring models across domains and teams | Monitoring parallel training jobs | Tracking jobs operating on different compute clusters | Rapidly identifying and resolving model training issues | Workflow set up to handle the most common model training scenarios | Tool to organize deep learning experiments

#AI33 | AI News

#Linux Foundation | LF AI & Data | Fostering open source innovation in artificial intelligence and data | Open Platform for Enterprise AI (OPEA) | Creating flexible, scalable Generative AI systems | Promoting sustainable ecosystem for open source AI solutions | Simplifying the deployment of generative AI (GenAI) systems | Standardization of Retrieval-Augmented Generation (RAG) | Supporting Linux development and open-source software projects | Linux kernel | Linus Torvalds

#Stability AI | Generative AI | Chatbot with text and image generation | Text-to-image technology | Multi-subject prompts | Model available via API | Generative AI video model | Music and sound effects generation with audio diffusion technology | 3D object generation from single images | Lenovo Creator Zone | Amazon Bedrock service from Amazon Web Services (AWS) | Stable Diffusion 3.5 | Multiple customizable variants | Run on consumer hardware

#Tampere University | Pneumatic touchpad | Soft touchpad sensing force, area and location of contact without electricity | Device utilises pneumatic channels | Can be used in environments such as MRI machines | Soft robots | Rehabilitation aids | Touchpad does not need electricity | It uses pneumatic channels embedded in the device for detection | Made entirely of soft silicone | 32 channels that adapt to touch | Precise enough to recognise handwritten letters | Recognizes multiple simultaneous touches | Ideal for use in devices such as MRI machines | If cancer tumours are found during MRI scan, pneumatic robot can take biopsy while patient is being scanned | Pneumatic device can be used in strong radiation or conditions where even small spark of electricity would cause serious hazard

#Allen Institute for Artifical Intelligence | Robot planning precise action points to perform tasks accurately and reliably | Vision Language Model (VLM) controlling robot behavior | Introducing automatic synthetic data generation pipeline | Instruction-tuning VLM to robotic domains and needs | Predicting image keypoint affordances given language instructions | RGB image rendered from procedurally generated 3D scene | Computing spatial relations from camera perspective | Generating affordances by sampling points within object masks and object-surface intersections | Instruction-point pairs fine-tune language model | RoboPoint predicts 2D action points from image and instruction, which are projected into 3D using depth map | Robot navigates to these 3D targets with motion planner | Combining object and space reference data with VQA and object detection data | Leveraging spatial reasoning, object detection, and affordance prediction from diverse sources | Enabling to generalize combinatorially.| Synthetic dataset used to teach RoboPoint relational object reference and free space reference | Red and ground boxes as visual prompts to indicate reference objects | Cyan dots as visualized ground truth | NVIDIA | | Universidad Catolica San Pablo | University of Washington

#Astera Labs | Intelligent Connectivity Platform | High-speed connectivity integrated circuits (ICs), modules, boards | Connectivity System Management and Optimization Software | Providing hyperscaler customers ability to deploy and operate high-performance AI and cloud infrastructure | Software-defined IC architecture | Distributed microcontrollers and sensors | Real-time link and device monitoring | Smart Fabric Switches | PCIe 6 fabric switch | Delivering maximum predictable performance to increase GPU utilization | Protocol and performance optimization for increased data transfer efficiency | Real-time telemetry data | Built-in protocol analyzer with link state history and timestamps | Full non-destructive eye scan for RX Lane margining | Self-test features to minimize link downtime and accelerate fault isolation | AI scale-up (GPU-to-GPU) | AI clusters | Generative AI applications | Nvidia supplier

#Dessis | Optimized manufacturing designs with AI | Smart factories design solutions

#LangChain | Platform helps teams deploy, scale, and manage AI agents | Native GitHub integration | Debugging and iterating faster visualizing agent trajectories and experimenting on the fly with LangGraph Studio, the agent IDE | Managing agents across teams | Generative AI ecosystem | Comparison View | Hotkeys in Annotation Queue | Tools to evaluate response quality: correctness | Pinecone | Specialized agents work better than bloated generalists | Shift toward multi-agent ecosystems designed for specific workflows | Human-in-the-loop: you can approve, modify, or reject risky tool calls before execution | Summarization of older messages when approaching token limits to manage conversation history

#Weebit Nano | Resistive RAM (ReRAM) technology | onsemi signed licensing deal | Treo platform to provide embedded non-volatile memory | ReRAM integration into Bipolar CMOS DMOS (BCD) process | Potential alternative to flash memory | Demand for faster, more efficient, and scalable memory solutions increasing | Lower power consumption | Less vulnerable to common hacking tactics | ReRAM can be integrated easily into chip designs without interfering with power analog components

#Flow Robitics | Pipetting robot | Designed to simplify and automate repetitive manual pipetting tasks

#VORAGO | Radiation hardened and radiation tolerant microcontrollers and microprocessors | High-volume manufacturing to harden commercially designed semiconductor component | Empowers mission success | Radiation-hardened ICs that excel in extreme environments | ARM | Texas Instruments | Brainchip | Custom hardware and firmware solutions tailored to withstand extreme environments | Ensuring that mission-critical components remain resilient | Custom solutions, armed with space-grade electronics and an ARM Cortex microcontrollers | International Space Station: dies measuring the effects of protons and cosmic rays | Satelites: devices utilized in Department of Defense Space Test Program (STP) missions | CubeSats: ARM microvontroller | Semiconductor components and solutions for extreme temperature environments up to +200°C

#Caterpillar | Cat 775 | Off-highway truck | MineStar Command for hauling | 360-degree surround cameras with object detection | Cat Detect radar system | Frame design reducing empty weight delivering | Redesigned suspension for lower centre of gravity | Electronic powertrain controls | Automatically detecting hazards within critical areas around truck | Ability to access and analyse accurate real-time data from truck | Access to the latest software updates | Truck software updates scheduled and executed at a time that does not interrupt the production schedule | Remote Troubleshoot enabling dealer to perform diagnostics remotely while truck is still in operation

#Hexagon | AEON humanoud | Dexterous hands | Multimodal sensor suite | Mission control system | Top speed: 2.4m/s | Weight: 60kg | Height: 165cm | Battery: Auto-swap | Payload: 15 kg short-term, 8 kg constant carry | Degrees of freedom: 34

#AST Space Mobile | AST n Science | Building space based cellular broadband network to be accessible by standard smartphones | 4G/5G connectivity everywhere on the planet | Automatic roaming from land networks to a space network | Connectivity anywhere without having to invest in expensive, specialized hardware

#Google Cloud | Vertex AI platform

#NVidia | Dexterous robot development | Manipulating objects with precision, adaptability, and efficiency | Fine motor control, coordination, ability to handle a wide range of tasks, often in unstructured environments | Key aspects of robot dexterity include grip, manipulation, tactile sensitivity, agility, and coordination | Robot dexterity development for manufacturing, healthcare, logistics | Dexterity enabling automation in tasks that traditionally require human-like precision

#e-con Systems | Camera solutions for NVIDIA platforms | Full HD Global Shutter Camera for Jetson AGX Orin | Jetson AGX Orin: 64GB module, 275 TOPS with power configurable 15W and 60W | Multiple 4k ultra-lowlight camera for NVIDIA Jetson AGX Orin | Global shutter | Rolling shutter | Autofocus and fixed focus | High resolution and frame rate | High dynamic range | High sensitivity in both visible and NIR regions | Superior color reproduction | MIPI and GMSL2 interfaces | Camera SDK configured to support Isaac SDK | Multi-camera support | NVIDIA Isaac GEMs ROS: GPU-accelerated packages for ROS2 application | Isaac ROS GEMs help to assess camera position with regard to its starting point | Isaac ROS GEMs empower robotic applications to maneuver and navigate through complicated environments | Installing ROS 2 requires Ubuntu 20.04 | Board cameras | USB 3.0 cameras | Autonomous mobile robots, autonomous shopping

#Automate | Robotics and automation event | AI and robotics | Automation trends

#Apparel Robotics | Apparel industry | Enabling onshoring capabilities | Robotic cells using our Airbender Series Grippers, adaptive end-of-arm-tooling Iris RM, and custom vision system | All built from the ground up to work with fabric-like materials | Handling deformable objects with robots | Mass Robotics | Autodesk Foundation | Massachutes Collaborative | ARM Institute

#Duatic | Rugged, weatherproof robotic arm | Actuator architecture | Quasi-direct, water-resistant, actively-cooled drive modules with integrated electronics | Maximum Payload: 12 kg | Continuous Payload: 6 kg | Reachability: 1.0 m | Total Weight: 9.2 kg | End Effector Speed: 10 m/s | Pose Repeatability:< 1 mm | Degrees of Freedom: 6 | Power Input: 48 V | Protection: IP66 | Joint Torque Accuracy (all): ± 0.5 Nm

#Alliance for OpenUSD (AOUSD) | Promoting interoperability of 3D content through OpenUSD (Universal Scene Description) | Providing written specification for OpenUSD core functionality | Coordinated development of new OpenUSD functionality | Providing repository to house reference implementations | Technology, platform, and ecosystem built to empower 3D creativity and visualization at cinematic scales | Framework and ecosystem for describing, composing, simulating, and collaboratively navigating and constructing 3D scenes | Created by Pixar Animation Studios, OpenUSD is being embraced by industries beyond the film industry, including architecture, engineering, construction, automotive, and manufacturing

#Trossen Robotics | Pi Zero (π0) | Open-source vision-language-action model | Designed for general robotic control | Zero-shot learning | Dexterous manipulation | Aloha Kit | Single policy capable of controlling multiple types of robots without retraining | Generalist robotic learning | Pi Zero was trained on diverse robots | Pi Zero was transferred seamlessly to bimanual Aloha platform | Pi Zero executed actions in a zero-shot setting without additional fine-tuning | Pi Zero run on standard computational resources | Hardware: 12th Gen Intel(R) Core(TM) i9-12950HX | NVIDIA RTX A4500 16G | RAM 64G | OS: Ubuntu 22.04 | Dependencies: PyTorch, CUDA, Docker | PaliGemma | Pre-trained Vision-Language Model (VLM) | PaliGemma allows Pi Zero to understand scenes and follow natural language instructions | Image Encoding: Vision Transformer (ViT) to process robot camera feeds | Text Encoding: Converts natural language commands into numerical representation | Fusion: Aligns image features and text embeddings, helping model determine which objects are relevant to task | Pi Zero learns smooth motion trajectories using Flow Matching | Pi Zero learns a velocity field to model how actions should evolve over time | Pi Zero generates entire sequences of movement | Pi Zero predicts multiple future actions in one go | Pi Zero executes actions in chunks | ROS Robot Arms | Aloha Solo package | Intel RealSense cameras | Compact tripod mount | Tripod overhead camera | Ubuntu 22.04 LTS

#ARM Institute | Manufacturing Innovation Institute (MII) | Funded by Office of Secretary of Defense | Part of Manufacturing USA Network

#Blue Atlas Robotics | Self-operating service robot that performs underwater surveys | Shared data platform collecting data from selected Nordic vendors of airborne and subsea drone systems | Sentinus 2 robot live-streamed high-quality underwater data during subsea surveillance operation using 5G in controller unit | Smultaneous aerial streams, enabling comprehensive surveillance solution that covered both above and below water | With minimal equipment, mission preparation becomes effortless, offering greater flexibility | Vision-lock to target for efficient mission ensuring the best quality of data | Point clouds | 3D models | Underwater assets managrment | Visual inspection outputs for vessel bottoms | In-water propeller inspections | Sea chest inspections | Inspecting bow thrusters

#Weebitnano | AI inference is shifting from cloud to edge devices like phones and cars | Weebit ReRAM shaping up as memory tech that could quietly power billions of them | Artificial intelligence noot just living in cloud, it lives at edge | AI traiking happens in massive data centres, where models learn from huge datasets | AI inference happens on edge devices like smartphones, smartwatches, autonomous cars, drones, factory sensors, and wearables – right where action is | Shift to edge happening because latency, power, privacy, and bandwidth all matter | You can not afford 300-mis delay when your autonomous car needs to spot pedestrian | Edge inference is juggernaut in motion | Flash memory can not scale below 28nm when embedded | Most AI applications already require smaller geometries | Weebit Nano (ASX:WBT) Resistive RAM (ReRAM) technology comes into picture | ReRAM is non-volatile memory (NVM) that stores data faster, uses less power and offers stronger security than Flash | ReRAM can scale to the most advanced semiconductor manufacturing processes | NVM memory retains data even when power is switched off | ReRAM is less vulnerable to tampering, better suited for storing AI model weights, and easier to embed right onto the same chip as processor | Gesture recognition system developed with EMASS | Weights for detection model are stored in ReRAM for processor | South Korea DB HiTek | US semiconductor company onsemi

#Cummins | Microgrids | Providing flexible autonomous power solutions | Locally-controlled power sources that can integrate multiple energy resources such as diesel, natural gas, wind or solar power | When traditional power grid goes out, microgrid can immediately switch to backup generators and batteries | Resiliency: When one energy source fails, microgrids ensure continuous power | Decarbonization: Microgrids can incorporate renewable energy sources | Greenhouses | Healthcare facilities | Remote communities and islands

#NVIDIA Blackwell-architecture | GPUs pack 208 billion transistors | GPUs are manufactured using a custom-built TSMC 4NP process | Two reticle-limited dies connected by a 10 terabytes per second (TB/s) chip-to-chip interconnect in a unified single GPU

#OnLogic | Industrual computers | Edge AI hardware

#ASMLManufactures complex lithography systems critical to the production of microchips | Machines shipped are worth hundreds of millions of euros apiece | Zero-for-zero tariff with USA

#DiffuseDrive | Realistic data to autonomous systems | AI-generated data indistinguishable from real life | Generating suggestions based on business logic | Quality assurance [QA] layer built on application or use case | Statistical analysis to contextually understand data and build out data points | Building decision trees | Generating wider distribution of data | Augmenting client AI systems | Semantic segmentation, contextual and visual labeling, 2D and 3D bounding boxes to client basuc data | Finding data caps | Filling data caps with AI generated photorealistic imagery and advanced annotation | Experience with cars and drones | Targeting companies producing not only autonomous systems and industrial robots | Creating data engines

#Developer NVIDIA | CUDA Toolkit | CUDA 13.X software lineup | Arm platforms: unifying CUDA toolkit across server-class and embedded devices | Building robotics or AI application once, simulating on high-performance systems like DGX Spark, and deploying the exact same binary—without any code changes—directly onto embedded targets | Tile-based programming: applying simple, expressive commands to entire arrays or matrices, and let system handle low-level execution | Math libraries with linear algebra | Accelerated Python cuda.core | Updated vector types

#Omega | Dark Side of the Moon | Breakthrough ceramic technology | Completely redesigned cases, crowns, dials and pushers crafted from advanced black, grey or white ceramic | Co-Axial Master Chronometer Calibres, certified to resist magnetic fields up to 15,000 gauss and visible through sapphire casebacks | Official Timing Partner of the U.S. Olympic Team | Since 1932 brought its renowned precision, expertise, and technical innovation to Olympic Games, separating the margins between gold, silver, and bronze, and serving each athlete during their career-defining moments

#CGI Motion | Motion control products | Precision components | Sub-assemblies | Turn-keying concept from prototype stage all the way through to full production | Vertically integrated manufacturing facility | Solidworks with FE analysis | AutoCad | CAD/CAM | Visual Manufacturing with ERP inventory management and CMM technology | Customers: aerospace, assembly, automotive, coordinate measuring, machine tool, material handling, medical, packaging, pharmaceutical, robotics, semi-conductor, special machinery, telecommunications | 3400 Arrowhead Dr. Carson City, NV 8970

#John Deere | Deere Reports Net Income of $1.065 Billion for Fourth Quarter, $5.027 Billion for Fiscal Year | $3.93 per share | Outlook for small ag and construction and forestry improves | Worldwide net sales and revenues increased 11%, to $12.394 billion, for the fourth quarter of 2025 | Diverse customer segments and geographies | Continued commitment to delivering customer value | Focusing on operational efficiency | Remaining resilient | Demonstratung the strength of business | Commitment to inventory management and cost control | Expectung growth in small agriculture & turf and construction & forestry | Mowers | Tractors | Utility vehicles | Electric Equipment

#IQM | Building quantum computers | Full-stack quantum computers | Helping to create ecosystems for the quantum community worldwide | Customers have full access to and control of their machines | Commercial-grade assembly operations built | SDK ensuring seamless HPC integration | IQM Crystal: a square-lattice topology with four nearest neighbors and fast parallel gates | IQM Star 24: accessible through cloud platform, IQM Resonance | Quantum Low-Density Parity-Check (QLDPC) codes | Aiming is to achieve a logical error rate of 10**(-9)

#OLogic | Robotics | Pumpkin Pi i350 EVK | Edge AI platform | Designed for mainstream AI + IoT applications | Vision and voice edge processing | Facial, object, gesture, motion recognition | LPR, voice activation and speed recognition | Sound isolation, bio-tech and biometric measurements

#Boom Supersonic | Superpower, 42-megawatt natural gas turbine designed to power AI data centers | Superpower is designed for waterless operation in hot, dry conditions | Crusoe AI infrastructure provider, has placed a 1.21-gigawatt order for 29 Superpower turbines worth $1.25 billion

#Crusoe | Managed AI services | Inference engine | Optimized for Llama, Gemma, Gpt-oss, Qwen, DeepSeek | Crusoe Cloud is purpose-built for AI | Crusoe data centers are purpose-built to handle the most intensive AI workloads

# Blue Energy | Designing power plants that can be mass-produced now as a stepping stone | Manufacturing nuclear power plants at existing fab yards and shipyards—delivering predictable cost, reliable timelines, and guaranteed performance | Blue Energy uses mature light water reactors | Reactor building is submerged in a pool that provides defense-in-depth | Plant and turbine hall can be energized with gas in three years while nuclear island is licensed and installed—giving offtakers timeline certainty.| Compact footprint and prefabricated design allow sites to start with a single reactor and scale to gigawatts over time | Blue Energy finances, builds, owns, and operates its power plants | Planning power plant in Texas that will supply 1.5 gigawatts of electricity to new data center, initially using natural gas systems and eventually shifting to small reactors, Port of Victoria campus, southwest of Houston, is expected to begin delivering electricity to Crusoe Inc data center

#Microsoft | Rho-alpha robotics model | Rho-alpha translates natural language commands into control signals for robotic systems performing bimanual manipulation tasks | It expands perceptual and learning modalities beyond those used by Vision Language Action (VLA) models | For perception it adds tactile sensing accommodating modalities such as force | Optimization of Rho-alpha training pipeline and training data corpus | Co-training on trajectories from physical demonstrations | Web-scale visual question answering data | Continuing extending model to additional sensing modalities | Training pipeline generates synthetic data via a multistage process based on reinforcement learning using open NVIDIA Isaac Sim framework | Combine simulated trajectories with commercial and openly available physical demonstration datasets | Human operators to set a robot back on track using intuitive teleoperation devices such as 3D mouse

#EdgeIQ | Helping to orchestrate business workflows | DeviceOps: device management | Device provisioning | Fleet management | Lifecycle management | Configuration management | Software updates | Wellness monitoring | Remote diagnostics + remediation | Alerting + Notifications

#Plus AI | Autonomous driving systems | The start of customer fleet trials with International (TRATON US brand) on the busy I-35 freight corridor in Texas | Form S-4 filing with the U.S. Securities and Exchange Commission | Industry Heavyweights Join PlusAI Council to Guide Driverless Truck Launch | American Trucking Associations (ATA) | American Association of Motor Vehicle Administrators (AAMVA) | Federal Motor Carriers Safety Administration (FMCSA) | Leading national fleets: Boyle, Ruan | Targeted 2027 launch of factory-built autonomous trucks | International Motors (formerly Navistar) and PlusAI kicked off customer fleet trials on the busy logistics corridor on I-35 between Laredo and Dallas | Managed from International autonomous hub in San Antonio | International tractors feature a factory-installed sensor suite and computer, and AI-based autonomous driving software