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

#Seasam | 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

#Vella Development Kit | Velodyne 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

#DTN | Autonomous Underwater Vehicles

#Neste | Process Industry Artificial Intelligence

#Cpower | Energy Management

#Safety4sea | Safety

#AutoMarineSys | Autonmous Marine Systems

#Anybotics | Industrial Inspection

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

#Waypoint Robotics | Autonomous mobile robot | AMR

#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

#Amazon | Amazon Web Services (AWS)

#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

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

#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

#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 | MLPerf | Measuring time to train neural networks | Natural language processing | Speech recognition | Recommender systems | Biomedical image segmentatione | Object detection | Image classification | Reinforcement learning | NVIDIA benchmarking suite | MLPerf Training | MLPerf Inference | MLPerf HPC | NVIDIA Platform

#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

#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 | Robotic and servo gear | GPL Robotic Planetary | GCL Cycloidal | GSL Strain Wave | Precision Rack & Pinion | Linear Mount Products for Cartesian Robots

#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

#Jetson Orin Nano | Nova Orin reference platform for autonomous mobile robots (AMRs) | 40 trillion operations per second (TOPS) of AI performance | NVIDIA Ampere architecture GPU | Arm based CPU | Deep learning and vision accelerators | ultimodal sensor support

#ICEYE | Synthetic aperture radar (SAR)

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

#QC Conveyors | Automation Series Conveyors

#Robotics Engineering | Intelligent Sensing for Object Recognition, Manipulation and Control | Design, Development and Simulation Tools for Robotics Development | Developing Intelligent Robots - Machine Learning on Edge, Cloud and Hybrid Architectures | Advanced Motion Control Solutions for Robotics Systems | Intelligent Vision and Sensing Solutions for Autonomous Mapping and Navigation | Motion Control for Healthcare Robotics Applications: Functional Requirements, Critical Capabilities

#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

#NATO | Innovation Fund | Defence Innovation Accelerator for the North Atlantic (DIANA) | Dual use emerging technologies of priority to NATO | Artificial intelligence | Quantum enabled technologies | Autonomy | Biotechnology |Novel materials | Energy | Propulsion | Space

#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

#Intel | Kapoho Point Board | Four Loihi 2 chips on its top side | Four on its underside | Up to a million neurons | Up to a billion synapses | Up to 8 million variables | Up to 1000× better energy efficiency than a state of the art CPU solver | Stackable up to eight boards | Expansion port on the board | Four boards getting up to 32 million neurons | Drones | Robotics | Gesture recognition | Scene understanding | Smell identification | Solving optimization problems | Research

#Croq | AI inference technology | Language Processing Unit (LPU) | CLI utility bringing natural language power understanding to your command line | Shell-AI leverages LangChain for LLM use and builds on InquirerPy for interactive CLI

#SpaceX | Satellite to cellular service

#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

#Natilus | Autonomous global air freight system

#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 Defense (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 | Neuromorphic processor | Analyzing only essential sensor inputs at edge | Customizable event-based AI neural processor | Supporting up to 256 nodes connected over mesh network | Every node consists of four Neural Network Layer Engines (NPE) | Each NPE has scalable and configurable SRAM | Lower power compared to conventional neural network accelerators | Supporting incremental learning | On-Chip Learning | Leveraging trained model as feature extractor and adding new classes to final layer | Extending device capabilities | Multi-Pass Processing | Intelligence for multi-sensor environments

#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

#Bishop-Wisecarver | 8th Axis vertical extendibility solutions for to increase reach for small robots and cobots | Vertical movement with travel lengths up to 4 meters | Expanding working envelope for large-scale tasks like painting, sandblasting, and pressure washing | Single robot in place of several larger robots | Actuated linear guide system | Rotary motion guides | Rotary actuators | Customized rotary motion solutions to follow virtually any path | DualVee Motion Technology | DualVee-Single-Edge-Track | DualVee-Journals | Guide wheel components | Linear guide wheel | Track lubricator assemblies | HepcoMotion aluminum profile sections | HDRT track systems combine ring segments and straight slides to follow virtually any path | HepcoMotion PRT2 (Precision Ring and Track), DTS (Driven Track System), and HDRT (Heavy Duty Ring and Track) product lines | HDS2 Heavy Duty Slide System | Precision linear guide components utilizing guide wheel and roller wheel technology

#LangChain | LangSmith | Platform purpose-built for LLM application development | Prompt engineering tools | Tools testing LLM applications

#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

#Hugging Face | SmolVLM | Vision Language Model (VLMs) | Natural language processing (NLP) | Transformers Library | Model and Dataset Hub | Spaces | Community and Open Science | Rapid prototyping | Enterprise Solutions | Funding: Amazon, Google, and Nvidia | Acquired: Gradio (for ML app development), Pollen Robotics (for open-source AI robotics) | BLOOM: large multilingual language model | Partnered with Meta and UNESCO for global language translation tools