personalrobot.ai

#Personal Robot AI | Articial Intelligence powered Personal Robot

#AnyMAL | Robot | Navigating as a wheeled quadruped | Standing upright on its hind legs, utilizing its front wheels as makeshift hands | Trained to perform practical tasks | Multimodal platform designed for last-mile delivery and logistics | GPS, LiDAR, and cameras for independent navigation | Reinforcement learning known as curiosity-driven learning | High-level sparse rewards | Independently discerning how to complete the entire task from the beginning | Learning process finely attuned to slight alterations in training environment | Potential for innovative task completion in intricate and dynamic scenarios

#beomni.ai | AI brain | Learning tasks over time | Humanoid robot | Reacting to haptic feedback it receives through sensors | Can distinguish its hand from the object its grasping | Obstacle avoidance and path planning for navigation | Learning by Observation | Beomni AI can plan and schedule physical tasks based on priorities | Can perform multiple physical tasks simultaneously

#picknik.ai | Hybrid autonomy for teleoperation of robotic arms

#Stanford Robotics Lab | Artificial Intelligence lab | OceanOne | Dive Buddy | Human-assisted robotics

#Boston Dynamics | Electric Atlas humanoid | Going from standing upright and transitioning into pushup position with ease | Electric actuators | Robot Dog | Spot | LAPD | Incidents involving active shooters | Assessment of explosives | Hostage situations | Natural disasters | Hazardous materials assessment | Barricaded suspects | Search and rescue missions | 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

#Meka Robotics | Robot arms

#figure.ai | Engineering humanoids | Autonomous humanoid robot

#Softbank Robotics | Pepper robot recognizes faces and tracks human emotions | Monitoring contactless care | Communication for older adults

#promo-bot.ai | Humanoid Robot | Can look like any person | Mimics like human

#Engineered Arts | Robo Thespian | Robot Actor

#Hanson Robotics | Cognitive architecture and AI-based tools enabling robots to simulate human personalities

#Toyota | Developing Humanoid Robots | Master Maneuvering System | Robot arm with many joints can continue working even if few of its joints stop working | Providing proper care for aging population | Helping caregivers reduce travel time |Increasing communication time via robots | Helping caretakers enhance their abilities to do more for themselves

#NVIDIA | Robotics stack | Humanoid robotics development | NIM microservices | Pre built containers using NVIDIA inference software | Based on CUDA | Generative physical AI | Reference application for robotics simulation | MimicGen NIM: generates synthetic motion data | Robocasa NIM: generates robot tasks and simulation-ready environments | NIM microservices aiding in the development of digital twins | Humanoid foundation model with real and synthetic data | NVIDIA’s new Humanoid Robot Developer Program | Universal Scene Description Metaverse Language

#Lucas Robotic System | Linear axis and robot gantries

#Ecer | Robot Arm

#Advanced Motion Control | Global motion control experts with industry-leading products

#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

#Hebi Robotics | Modular robots

#Agility Robotics | Digit | Digit Robot | 175 cm (5’9’’) | <65kg (14l lbs) | Can carry up to 16 kg (35 lb) | Works 16 out of 24 hours | Autonomous Charging | Connects itself to its docking station | Walks forward, backward, side to side | Turns in place | Crouching walk | Up and down inclines | Across unstructured terrain

#perplexity.ai | Generative content aggregator

#Kitchen Robotics | Beastro | Dark kitchen sector

#Sanctuary AI | Pheonix humanoid robot | Human-scale applications | General-purpose robot

#Kistler | Dynamic measurement technology for pressure, force, torque and acceleration applications

#Waypoint Robotics | Autonomous mobile robot | AMR

#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)

#3DFY.ai | 3DFY Prompt | Generative AI that lets developers and creators build 3D models based on text prompts

#Engineered Arts | Ameca: human shaped robot, platform for development into future robotics technologies | Mesmer: imitates human bone structure, skin texture and expressions | RoboThespian: actor | customized humanoid robots

#Mecademic | Robotic arm | Assembling delicate aerospace electronics | Performing quality inspections | Testing, precision-machine small components | Micro manipulating extraterrestrial materials

#Glidance | Walking companion | Passive kinetic guidance through pole | Handle connected to small mobile platform | Wheels that steer and break | Identifies user location | Detects both static and dynamic obstacles | Steers user | Applyis and releases brakes | Deposit program for interested customers to reserve robot with down payment | Helping visually-impaired individuals regain their independence | Built-in kickstand to park the unit when it is not in use | Designed to operate all day on a single charge | Haptic feedback in the handle | Prototype | Demos will be delivered using a remote-control system

#Groq | GenAI inference | Language Processing Unit (LPU) | AI language application | Standard machine learning (ML) | Language compiler | Partitioning AIb model into smaller chunks | Spatially mapping chunks onto multiple LPU chips | LPU to LPU data transfer | Assembly line architecture

#Bittware | Groq chip | Deterministic ML inference chip

#Mouser | Accelerator Card | GroqCard | AI Inference PCIe accelerator card | GroqChip

#OndoSense | Radar distance sensor | Sensor software: integrated into control system or used for independent quality monitoring | Object detection | Distance measurement | Position control | Agriculture: reliable height control of the field sprayer | Mining industry | Transport & Logistics | Shipping & Offshore | Mechanical and plant engineering | Metal and steel industry | Energy sector | Harsh industrial environments | Dust & smoke: no influence | Rain & snow: no influence | Radar frequency: 122GHz | Opening angle: ±3° | Measuring range: 0.3 – 40 m | Measuring rate: up to 100Hz | Output rate: up to 10 ms / 100 Hz | Measurement accuracy; up to ±1mm | Measurement precision: ±1mm | Communication protocol: RS485; Profinet, other interfaces via gateway | Switching output: 3x push-pull (PNP/NPN) | Analogue output: Current interface (4 – 20 mA) | Protection class: IP67

#AI.Fashion | Virtual photoshoots | Empowering Real Talent Digitally | Enabling brands to digitally hire models for photoshoots | New approach to fashion photography | Advanced design and image customization through powerful suite of creative AI tools | Pre-selling collections before production | Allowing human models to get hired by brands for virtual photoshoots | Ensuring control over model likeness | Combining advanced technology with irreplaceable qualities of human models | Minimizing waste and reducing environmental impact by utilizing AI-generated imagery | Optimizing resources and creating content without need for physical photoshoots, travel, or additional materials | Models are independent contractors

#IDS | Industrial image processing | 3D cameras | Digital twins can distinguish color | Higher reproducible Z-accuracy | Stereo cameras: 240 mm, 455 mm | RGB sensor | Distinguishing colored objects | Improved pattern contrast on objects at long distances | Z accuracy: 0.1 mm at 1 m object distance | SDK | AI based image processing web service | AI based image analysis

#Univeristy of Illinois | Urbana-Champaign | Importance of maintaining musculoskeletal health for cardiovascular health or mobility, to combat neurological degeneration | Aging causes gradual loss of well-formed neuromuscular junctions between nerves and muscles | Muscles ability get impaired to be regulated by nerve signals | Training or stimulation for muscle contractions can produce factors that help maintain neuromuscular junctions | Models of muscle tissue used to stimulate muscles with glutamate to observe the response of nerve function

#NVIDIA Corp. Research | Geometric fabrics | Trained policies | Layer of low-level controllers intercept commands from policy | Reinforcement learning-trained policies on physical robot | Controllers translate commands from policy mitigating hardware limitations | Balancing humanoid robot | Keeping humanoid robot from running its arms into its own body

#Artificial Analysis | Independent analysis of AI language models and API providers

#Groq | Language Processing Unit (LPU) | AI inference technology

#Nvidia | Nvidia Inference Microservices (NIM) | Nvidia Ace digital human platform | Nvidia RTX AI Toolkit | Aiding developers in optimizing and deploying large generative AI models on Windows PCs

#UBTECH | Humanoid robots | Full stack of humanoid robotic technologies | Humanoid robotics | Robotic motion planning and control technology | Servo actuators | Computer vision | Voice interaction technology | SLAM | Autonomous technology | Visual servo operation | Human-robot interaction | Robot Operating System Application Framework (ROSA) | Smart service robots | Smart Elderly Care Solution | Industries: AI education, smart logistics, smart wellness and elderly care, business service

#Cardiologs | AI-powered solutions for cardiac monitoring and diagnostics

#iRhythm | Zio monitor designed to be worn for up to 14 days, allowing continuous and uninterrupted recording of heartbeats | AI-powered solutions for cardiac monitoring and diagnostics

#King Abdullah University of Science and Technology (KAUST) in Saudi Arabia | OceanOne | Red Sea Robotics Exploratorium | Deep-sea corals

#Pinecone | Vector database | Datase for building GenAI applications | Compatible with AI model or LLM, including OpenAI, Anthropic, Cohere, Hugging Face, PaLM | Hybrid search | Partitioning of workload with namespaces | Metadata Filtering | Live index updates

#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

#Zhejiang University, China | Robot dog | Carrying luggage | Navigating through crowds | Climbing stairs | Navigating obstacles independently | Operating in temperatures ranging from minus 20 to 55 degrees Celsius | Navigating and functioning autonomously in extreme environments (dim light, bright light, complete darkness), with a range of over 10 kilometers

#DEEP Robotics | quadrupedal robot

#Jiangsu Aiyuwencheng Elderly Care Robot Co. Ltd | Life care | Health monitoring | Serving as emotional companions for the elderly | Equipped with natural language processing capabilities to communicate fluently, listen attentively, share joys and sorrows

#Control Bionics | Speech generating devices and accessories | Multimodal access

#ZeroErr | Rotary actuators and encoders for automation, collaborative robotics, surgical robotics, and bionic robotics industries

#SiLC | Short Range (SR) Eyeonic Vision System | Optimized for ranges up to 50 meters | Accurate millimeter to sub-millimeter depth precision | For AI machine vision tasks

#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

#Fourier | GRx humanoid robot series | GR-2 stands 175 cm (68.9 in.) tall and weighs 63 kg (139 lb.) | GR-2 offers 53 degrees of freedom and single-arm load capacity of 3 kg (6.6 lb.) | Fourier humanoid has detachable battery | Concealed wires and more compact packaging | Hands with 12 degrees of freedom | Array-type tactile sensors that sense force and can identify object shapes and materials |Fourier Smart Actuators (FSA) | Software development kit (SDK)

#Shadow Robot Company | Humanoid robot hand | 24 joints | 20 degrees of freedom | Teleoperation with tactile feedback systems | NASA | Carnegie Mellon University | Based on Robot Operating System (ROS)

#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

#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

#Tesla | Optimus robot

#Kinova Robotics | Ultra lightweight professional robots | Turnkey robotic arm solutions for medical systems | Assistive solutions to overcome upper-body limitations | Ultra-lightweight robots for labs | Robots to take over dull, dirty, and dangerous tasks | Automation solutions | Lift Arm accessory | Gen3 robots compatible with MoveIt Pro

#Robot Operating System Assistant (ROSA) | AI-powered tool designed to enhance interaction with ROS1 and ROS2 systems using natural language | Built on Langchain framework

#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

#University of Washington | 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 | Allen Institute for Artifical Intelligence | Universidad Catolica San Pablo

#1X | NEO Home Humanoid

#Trossen Robotics | Pi Zero (p0) | 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

#Simons Foundation | Polymathic AI | Developing models that are truly polymathic | Giving AI models cross-disciplinary scientific knowledge

#Flatiron Institute | Polymathic AI

#Hugging Face | Polymathic AI

#New York University | Polymathic AI

#University of Cambridge | Polymathic AI

#Princeton University | Polymathic AI

#French Centre National de la Recherche Scientifique | Polymathic AI

#Lawrence Berkeley National | Polymathic AI

#National Taipei University of Technology | Hand gesture recognition system to teach robot

#Pollen Robotics | Focused on creating open-source, AI-driven interactive robots | Aims to make robotics accessible for real-world applications | Flagship product, Reachy, is a modular humanoid robot designed for research, healthcare, and retail applications | Reachy 2 features teleoperation capabilities, Python programmability, and ROS 2 Foxy support | It offers multiple configurations and has been adopted by Hugging Face and Carnegie Mellon University for advanced AI research

#Robotics & AI Institute | Collaborates with Boston Dynamics | Developed jointly Reinforcement Learning Researcher Kit for Spot quadruped robot | Developing sim-to-real for mobility | Transferring simulation results to real robotic hardware | Bridging sim-to-reality gap | Training policies generating a variety of agile behavior on physical hardware | Trying to achieve novel, robust, and practical locomotion behavior | Improving whole body loco-manipulation | Developing robot capability to manipulate objects and fixtures, such as doors and levers, in conjunction with locomotion significantly enhancing its utility | Exploring new policies to improve robustness in scenarios | Exploring full-body contact strategies | Exploring high-performance, whole-body locomotion and tasks that require full-body contact strategies, such as dynamic running and full-body manipulation of heavy objects, necessitating close coordination between arms and legs | Aiming to utilize reinforcement learning to generate behavior during complex contact events without imposing strict requirements | Develop technology that enables future generations of intelligent machines | Streamlining processes for robots to achieve new skills | Developing perception, situational understanding, reasoning, cognitive functions underpinning robot abilities and combining them with advances in their physical capabilities | Conducting research in four core areas: cognitive AI, athletic AI, organic hardware design, and ethics related to robotics

#UC Berkeley, CA, USA | Professor Trevor Darrell | Advancing machine intelligence | Methods for training vision models | Enabling robots to determine appropriate actions in novel situations | Approaches to make VLMs smaller and more efficient while retaining accuracy | How LLMs can be used as visual reasoning coordinators, overseeing the use of multiple task-specific models | Utilizing visual intelligence at home while preserving privacy | Focused on advancements in object detection, semantic segmentation and feature extraction techniques | Researched advanced unsupervised learning techniques and adaptive models | Researched cross-modal methods that integrate various data types | Advised SafelyYou, Nexar, SuperAnnotate. Pinterest, Tyzx, IQ Engines, Koozoo, BotSquare/Flutter, MetaMind, Trendage, Center Stage, KiwiBot, WaveOne, DeepScale, Grabango | Co-founder and President of Prompt AI

#Thinking Machines Lab | thinkingmachines.ai | Building artificial intelligence models and products | Competing on high end of large language models | Human-AI collaboration | Building AI that can adapt to full spectrum of human expertise | Multimodal systems that work with people collaboratively | AI models that can work across text, audio, video | AI models designed to excel in science and programming | Publishing technical blog posts, papers, program code | Mira Murati: CEO | John Schulman: Chief Scientist | Barret Zoph: CTO | Alexander Kirillov: Multimodal Research Head | John Lachman: Head of Special Projects | Alex Gartrell: Linux kernel, networking, and containerization | Andrew Tulloch: ML systems research and engineering | Brydon Eastman: Human and synthetic data, model alignment and RL | Christian Gibson: Supercomputers used in training frontier models | Devendra Chaplot: VLMs, RL, & Robotics | Ian O Connell: Infrastructure engineering | Jacob Menick: ML researcher | Joshua Gross: Products and research | Kurt Shuster: Reasoning | Kyle Luther: ML researcher | Lilian Weng: Research | Luke Metz: Research scientist and engineer | Mario Saltarelli: IT and Security leader | Myle Ott: AI researcher | Nikki Sommer: HRBP | Noah Shpak: ML Engineer, GPUs | Pia Santos: Executive Operations Leader | Randall Lin: Algorithms | Rowan Zellers: Realtime multimodal posttraining | Sam Schoenholz: Scaling, optimization | Sam Shleifer: Inference | Stephen Chen: Infrastructure engineer | Stephen Roller: Full-stack pre-training | Yinghai Lu: ML system engineer

#OpenSpace | openspace.ai | OpenSpace Spatial AI engine maps photos to plans automatically | As-built record of the building from preconstruction to handover and operation | Stay on top of progress | Verify work-in-place | Improve coordination | Reduce risk | AI automatically calculates progress of specific construction activities | Verify work completed for payment applications and better scheduling | Machine learning and computer vision to recognize, track, and quantify work-in-place | Heatmaps on floor plan | Progress Chart plots quantity installed over time | Live dashboards | Export OpenSpace Track progress data

#Hyundai Motor Group | 80% Boston Dynamics

#Softbank | 20% Boston Dynamics

#Suno AI | Generative artificial intelligence music creation program | Generates realistic songs combining vocals and instrumentation or purely instrumental tracks based on user-provided text prompts

#Mureka AI | AI music generation platform

#Cerebras | AI inference and training platform | Specialized AI chips | Wafer-scale engine (WSE) | 900,000 cores deliver high levels of parallelism required to train large-scale models faster and more efficiently | On-chip memory integration provides high-bandwidth access to data | Processing speeds exceeding 2,500 tokens per second | Real-time processing capabilities for autonomous systems, vehicles, devices

#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

#Rozum Robotics | Arm manipulators | Six degrees of freedom | Aluminium linking elements | Self designed servo motors embedded into joints | Integrated with a variety of end effectors, such as grippers | Built in servo drives | Application Programming Interface (Java, Python)

#OpenAI | Whisper | Open source deep learning model for speech recognition | Transcribing audio in several languages | Automatic speech recognition (ASR) without the privacy concerns | Content creating | Adding AI to everyday workflows

#Microchip Technology | Tactile Twist on Modern Touch Displays | Reduces Bill of Materials (BoM) | Operates on standard sensor patterns | Eliminates need for openings in the front panel | Configurable knob position, size and number of detents (clicks) | Optional push function | Up to four knob instances | Mount capacitive rotary encoders, also called rotary knobs, over a touch panel | The knob is a passive mechanical element, specifically designed to include at least one conductive pad | The maXTouch KoD touchscreen

#Capra Robotics | Mobile robots

#Essential Aero | Mobile robots

#Rgo | Mobile robots

#Scythe Robotics | Autonomous machines for mowing | Rust to build the software for autonomous lawnmowers

#Nauticus Robotics | Autonomous ocean robotic technologies to combat climate change

#Parvalux | Electric motors | Geared Motors for Robotic Solutions

#Intrinsic | Industrial robotics for businesses, entrepreneur | Open RMF platform

#Ultimate Robots | Robotic arm controlled using muscle movement | EMG signal sensor PCB | uMyo microelectronics board Arduino | Three uMyo PCBs to detect movement from wearer | Each finger has two tendors connected to a wheel | Wheel operated by a servo | Servo determines whether or not to curl or uncurl fingers | Open source device uMyo | uMyo can detect signals from arms, legs, face muscles, and torso muscles | uMyo signals transmitted to Arduino | Arduino uses nRF24 module to receive wireless signals | Arduino processes input to send commands to servos via PCA9685 driver board causing robotic arm to move in response | Software in robotic arm open source

#Grasp Robotics | Humanoid robots

#Unitree | Humanoid robot | Developed leg mechanics and drive systems with its quadruped product line | Developed and field-tested the necessary perception and locomotion algorithms | Robot features high-torque joint motor and gear train developed internally | For perception, robot includes 3D LiDAR sensor and depth camera | Leg joints are 5 degrees of freedom (DOF) | Arms are 4 DOF.

#Hello Robot | Assistive mobile manipulator robot | Stretch Cognitive and Physical Assistant | Helper for older adults struggling with aphysical and cognitive impairments | Augmenting caregiving workforce | Allowing loved ones to age-in-place at home for longer | Helping people with mild cognitive impairment with both physical and cognitive tasks | Developing more autonomous activities to Stretch

#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

#Field AI | Autonomous systems for machines deployed to fields | Off-road autonomy

#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

#ARM Institute | Semiconductor industry robotics

#Persona Inc AI |Humanoids for heavy industry 3D job | Developing humanoid platform designed specifically for heavy industry jobs | Commercializing NASA robotic hand IP to deliver superior dexterity for skilled jobs | Adapting to various industry use cases via modularized Personas | Purpose-built humanoids for ship buildong | Taking robots from controlled labs into harsh environments like space and the depths of the sea

#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

#BlinkLab (ASX: BB1) | Early diagnosis of autism spectrum disorder (ASD), attention deficit hyperactivity disorder and schizophrenia | Smartphone-neurobehavioral | High-speed video tracking of face | Mobile app as medical device to perform neurometric tests | Tests as biomarkers for neurological and psychiatric disorders | Smartphone camera and microphone as sensors | Results uploaded to cloud-based portal for storage and analysis using machine learning | Venture in digital healthcare

#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

#Real Wear | AI-voice-powered Smart Glasses

#AI Dental | Automated analysis of problematic teeth and other oral health concerns from X-ray images | A free learning app for students and universities to learn to read X-rays and diagnose with ease | AI learning algorithms learning from research samples

#edentist.ai | Personalized mobile dental assistant | Combining cutting-edge artificial intelligence with expert teledentistry consultations | Instant dental assessments | Connecting with licensed dentists | Transforming oral health journey | All from the comfort of smartphone

#Real Botix | AI-powered robots for companionship | Human-like robots

#Istitutomarangoni | Fashion schools | Milano School of Fashion | Firenze School of Fashion & Art | With AI the most intriguing part of the results is the serendipity, the unknown, the unexpected outcomes that can inspire new design ideas and lead to creative breakthroughs | Humanoid robots and fashion future | Shanghai, humanoid robots transcend fashion hype, reimagining design, challenging beauty norms, and unlocking metaverse opportunities | Convergence of fashion and technology | Human-machine collaboration in fashion | Genuine, emerging trend | Creativity, production, and human-machine interaction | Robots are becoming experimental platforms | Integration of robots into runway | Aesthetic Reinvention: designing beyond the human form | Fostering Human-Robot Collaboration From Runway to Production and Retail | Challenging Beauty Norms | Paving Way for Future Trajectories: The Metaverse of Fashion

#Unitree | Go2 robot | Self-developed 4D LIDAR L1 | 360°x90°hemispherical ultra-wide recognition | Super small blind spot | Minimum detection distance 0.05m | All-terrain recognizing | With L1 LiDAR and dedicated App, you can construct point cloud map within certain area, specify path for Go2 to move autonomously | Intelligent side-follow system: utilizing wireless vector positioning and control technology, positioning accuracy is technically upgraded by 50%, remote control distance is over 30m, combined with optimised obstacle avoidance strategy | Robot automatically connects to cloud-based OTA service upgrading its programs to continuously improve user experience | Wi-Fi6/Bluetooth/4G | 2h—4h battery endurance | 5m/s max running speed

#ARM | Advanced RISC Machines | RISC instruction set architectures (ISAs) for computers | ARM processors for portable, battery-powered devices, smartphones, embedded systems | SoftBank Group | AI ecosystem | Renesas | ResCon Technologies, LLC | GitLab | Embedl | Mapbox | Roofline | ENERZAi | 221e | AnchorZ Inc | Excelfore | ax Inc | weeteq | Eeasy Tech | Cerence AI | u-blox | SECO | Klepsydra Technologies | Ampere Computing | Senary Technology Limited | Ceva | Sensory | GitHub | Raspberry Pi Ltd | Untether AI | Eyeris | AiM Future, Inc | Dori AI | DeGirum Corp | OmniSpeech | ADLINK | Yobe | SLAMcore | Elliptic Labs AS | alwaysAI | Edge Impulse | SoundHound AI | Cyberon Corporation | Qeexo AutoML | Fortifyedge | TERAKI | NVIDIA | Neuton.AI | Aizip Inc | BrainChip | Roviero | RelaJet | Visidon

#NVIDIA Developer | 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

#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

#NVIDIA Developer | Newton | Open-source, extensible physics engine being developed by NVIDIA, Google DeepMind, and Disney Research | Built on NVIDIA Warp, which enables robots to learn how to handle complex tasks with greater precision | NVIDIA CUDA-X acceleration library | Physics-based simulations, using parallel processing power of NVIDIA GPUs | Compatibility Multi-Joint dynamics with Contact (MuJuCo) | Differentiable simulators generate forward-mode results and compute reverse-mode gradients of simulation results for back-propagation to optimize system parameters | Enabling multiphysics simulations for robots to interact with food items, cloth, deformable objects through custom solvers, integrators, numerical methods | Disney Research usingvNewton to advance its robotic character platform | Intrinsic and NVIDIA collaborating on defining OpenUSD asset structure for robotics

#Unitree Robotics | Civilian robotics company | Focusing on the R&D, production, and sales of consumer and industry-class high-performance general-purpose legged and humanoid robots, six-axis manipulators | Opening ceremonies as Winter Games 2022, 2023 Super Bowl | First company to start public retail of high-performance quadruped robots | . First to achieve industry landing, with global sales leading over years | Leadership in core robot parts, motion control, robot sensing | Attaches great importance to independent RD and technological innovation, fully self-researching key core robot components such as motors, reducers, controllers, LIDAR and high-performance perception and motion control algorithms | Integrating entire robotics industry chain | Reaching global technological leadership in the field of quadruped robots | More than 180 authorized patents | Unitree R1 humanoid | Agile mobility: 24-26-DOF for adaptation to complex scenarios; its 2-DOF head enhances environmental perception | Lightweight structure, easy maintenance: ≤121cm agile form, ultra-lightweight at about 25kg, ready out-of-the-box to empower | Integrated with Large Multimodal Model for voice and images: Fully open control interfaces for joints and sensors, with support for mainstream simulation platforms | Height Width and Thickness（Stand): 1210x357x190mm | Degree of Freedom(Total Joints): 24 | Single Leg Degrees of Freedom: 6 | Single Arm Degrees of Freedom: 5 | Waist Degrees of Freedom: 2 | Head Degrees of Freedom: None | Dexterous Hand: NOT | Joint output bearing: Crossed roller bearings, Double Hook Ball Bearings | Joint motor: Low inertia high-speed internal rotor PMSM(permanent magnet synchronous motor,better response speed and heat dissipation) | Maximum Torque of Arm Joint: 约 2kg | Calf + Thigh Length: 675 | Forearm + Upper Arm Length: 435 | Joint Movement Space: Waist Joint：Y±150° R±30°, Knee Joint：-10°~+148°, Hip Joint：Y:±157° P:-168° ~+146° R:-60° ~+100° | Electrical Routing: Hollow + Internal Routing | Joint Encoder: Dual + single encoder | Cooling System: Local air cooling | Power Supply: Lithium battery | Basic Computing Power: 8-core high-performance CPU | Microphone Array: 4-Mic Array | Speaker: YES | WiFi 6 | Bluetooth 5.2 | Humanoid Binocular Camera | NVIDIA Jetson Orin Optional (40-100 Tops) | Smart Battery (Quick Release) | Charger | Manual Controller | Battery Life: about 1h | Upgraded Intelligency: OTA | Warranty Period: 8 Months

#Bair | Academic AI research lab | Vision-language model (VLM) | Training vision models when labeled data unavailable | Techniques enabling robots to determine appropriate actions in novel situations | LLMs used as visual reasoning coordinators | Using multiple task-specific models