Who makes the cameras?

On this layer

NVIDIA13 RealSense12 Unitree7 Intel4 Luxonis4 Physical Intelligence4 Seeed Studio4 GENERATIVE Robotics3 Hesai3 Hugging Face3 LeRobot3 Stanford3 Tesla3 Tonbo Imaging3 Anthropic2 Asmec2 Dynamic Map Platform2 IDTechEx2 PrismaX2 Sungho SI2 Waymo2 Advanced Smart Mobility1 Aerosense1 Aetina1 AgenticROS1 Agility1 Ambarella1 AMD1American National Standards Institute1Apple1 Artiman Partners1 Asimov Inc.1 AVerMedia1 Blue River1 Bonsai Robotics1 Boston Dynamics1 Caltech1 Cavalla1CCPA1CEAQ Technologies1 Chestnut1 Churchill Capital Corp XI1 Clearpath1 Connect Tech Inc.1 Core Matter1 Deep Robotics1 Delos Industries1 Dimensional1 Duke University1EU AI Act1EVE1 Evercoast1 FIG1 Figure1 Formic1 FORT Robotics1GDPR1Google1 GoPro1 Gremsy USA1 Grounded Superintelligence1 GXO1 Hitachi1 Inspire Robots1International Organization for Standardization1Jinki Ittai1 JR West1 Kirin Brewery1kirin-brewery-chitose-plant1LAFCO TECH1 Linewise AI1 LinkerBot1 Main Street Autonomy1 Maris-Tech1 Menlo Research1 Meta1 Microcon Vision1 MIT Lincoln Laboratory1 Mouser Electronics1 Mythril Motors1New York State Education Department1Nio Robotics1 Nippon Signal1 Nokia1 Numurus1 Ocean Aero1 Ocean Atomics1 Percipio Technology1 Princeton University1 REALIZE1RoboFab1Robosense1 Rockwell Automation1 Safie1Securities and Exchange Commission1Sense Aeronautics1 Sentera1 Sharpa1 SKYLANDX1 Stereolabs1 STMicroelectronics1 SubC Imaging1 Swarm Defense Technologies1 TECO1 Tevel Aerobotics1 Tohoku Enterprise Co.1 Toyo Sharyo1U.S. Occupational Safety and Health Administration (OSHA1University of Michigan1 University of Notre Dame1 University of Zagreb1US Army1Vantage Robotics1 Voyis1 Zaniah Health1 ZenaDrone1南アルプス第一工場1国交省1国土交通省1旭東みらいテクノロジー1 東海クラリオン1経済産業省1

Who captures

RealSense9NVIDIA7Luxonis4Unitree3Physical Intelligence3Seeed Studio3Tonbo Imaging3@logi_today3@oprydai3Sungho SI2Anthropic2IDTechEx2GENERATIVE Robotics2Dynamic Map Platform2Voyis1Vantage Robotics1Clearpath1@smsehy1JR West1Menlo Research1@IlirAliu_1Bonsai Robotics1Tevel Aerobotics1Gremsy USA1Percipio Technology1Microcon Vision1Princeton University1MIT Lincoln Laboratory1Hesai1LeRobot1REALIZE1SubC Imaging1Google1Asimov Inc.1Nokia1Safie1Churchill Capital Corp XI1Figure1Nio Robotics1LAFCO TECH1Boston Dynamics1Numurus1@UnmannedSystem1Aerosense1Grounded Superintelligence1Ambarella1Duke University1Mouser Electronics1@lukas_m_ziegler1Core Matter1Waymo1SKYLANDX1Advanced Smart Mobility1Deep Robotics1Delos Industries1University of Michigan1Meta1Sentera1Sense Aeronautics1東海クラリオン1Evercoast1旭東みらいテクノロジー1@Newsforce1@ZappyZappy71ZenaDrone1@ST_World1

Sourced numbers

Unitree8 hrs“Battery endurance: Unitree advertises approximately 8 hours.”@techniahqrobot on X

Stanford0.317 hrs“Endurance: 19 minutes of walking before motor heating affects stability”@techniahqrobot on X

GENERATIVE Robotics10 hrs“Up to 10 hours of operation on a full battery”@ctorobotics on X

← pulse .md twin

Nothing on this track

Published	Source	Entity	Captured intelligence	Topic
5:13 PM ET	@techniahqrobot	Unitree	@techniahqrobot5:13 PM ETUnitree @techniahqrobot on X Most people just saw a humanoid robot throwing kicks and flipping off cars. But the H2-X has some technical details worth looking at. Here’s what the footage and the available specifications tell us about Unitree’s Kung Fu Legend Guardian.… @techniahqrobot· Oct 21, 2026 Why is nobody talking about this? ToddlerBot is a 0.56 m, 3.4 kg humanoid robot built at Stanford by Haochen Shi, Weizhuo Wang, Shuran Song and C. Karen Liu. Its goal is to make robot learning cheap and easy to reproduce. The full hardware costs under 6,000 USD. Hardware - 30 active degrees of freedom: 7 per arm, 6 per leg, 2 in the neck, 2 in the waist - Dynamixel servos (XC330, XC430, 2XC430, 2XL430 and XM430 in the current open-source configuration) - 3D-printed structure: a full repair takes about 21 minutes of printing and 14 minutes of assembly - Jetson Orin NX 16 GB, two fisheye cameras, an IMU, two microphones and a speaker Sim-to-real - Zero-point calibration and motor system identification produce a digital twin of the robot - Walking: an RL policy trained in MuJoCo MJX and transferred to the real robot with no extra training, up to 0.25 m/s in any direction and 1 rad/s in place - Push-ups and pull-ups: keyframed motions, also transferred with no extra training Manipulation - RGB diffusion policies trained on 60 teleoperated demonstrations per task - Real-time onboard depth estimation at 10 Hz from the stereo fisheye cameras - A policy trained on one robot runs on another, and two robots tidied a room together Measured limits - Payload: 1,484 g, about 40% of its body weight - Endurance: 19 minutes of walking before motor heating affects stability - Durability: up to 7 falls before a part breaks - The cartwheel works, but its success rate is still low	Humanoids
4:37 PM ET	@PrismaXai	Physical Intelligence	@PrismaXai4:37 PM ETPhysical Intelligence @PrismaXai on X A Python pipe buffer was holding camera frames until 64 KB had piled up. That quietly added hundreds of milliseconds to our π0.5 rollouts. New from @castorhat: how we found it, and what changed on the robot once it was gone.…	Physical AI
4:28 PM ET	@techniahqrobot	NVIDIA	@techniahqrobot4:28 PM ETNVIDIA @techniahqrobot on X Why is nobody talking about this? ToddlerBot is a 0.56 m, 3.4 kg humanoid robot built at Stanford by Haochen Shi, Weizhuo Wang, Shuran Song and C. Karen Liu. Its goal is to make robot learning cheap and easy to reproduce. The full hardware… @techniahqrobot· Oct 21, 2026 This might be one of the most minimalist snake robots ever built. • One motor. • No dozens of actuated joints. • Crawls, climbs between walls and swims. It's called SAW (Single Actuator Wave-like robot), developed by Dr. David Zarrouk's Bio-Inspired and Medical Robotics Lab at Ben-Gurion University of the Negev. How it works • A single motor rotates a helix inside the robot's body. • 3D-printed links follow the helix to create a continuous wave. • The links push against the surrounding surface to propel the robot. • Front wheels handle steering. The numbers • 57 cm/s on flat ground • Around 5× faster than similar wave robots • Around 8 cm/s in a tunnel, with contact against both walls • Around 6 cm/s while swimming in its waterproof version One gait, multiple environments • Gravel, sand and grass • Obstacles and narrow passages • Pipes, tunnels and water The same wave-like motion works across these environments without changing the gait. Why use one motor? Traditional snake robots often rely on 10, 20 or 30 motors. SAW uses a single actuator, reducing the number of moving parts and making the design lighter, simpler to manufacture and suitable for 3D printing. Possible applications • Search and rescue in collapsed buildings • Inspection of pipes and tunnels • Medical imaging and biopsies inside the digestive tract, with a miniaturized version around 1 cm wide or less The research was published in Bioinspiration & Biomimetics under the title Single actuator wavelike robot (SAW): design modeling, and experiments. What caught my attention is how the helical mechanism generates the motion with just one motor. The mechanical design does most of the work	Humanoids
1:51 PM ET	@UnmannedSystem	NVIDIA	@UnmannedSystem1:51 PM ETNVIDIA @UnmannedSystem on X By pairing unified driver architecture with NVIDIA JetPack 7.2, @AVerMedia and Stereolabs streamline edge vision deployment, delivering optimized memory usage, hardware compatibility, and faster production timelines for autonomous robotics…	Physical AI
1:26 PM ET	@chrismatthieu	RealSense	@chrismatthieu1:26 PM ETRealSense @chrismatthieu on X Hacking on a @RealSenseai multi-camera GMSL pointcloud sync demo running on the new @intel Robinson Bay RDK. Stay tuned... https://t.co/1OtaMhTO67	Sensing
9:22 AM ET	@luxonis	Luxonis	@luxonis9:22 AM ETLuxonis @luxonis on X October 27th, 2026. https://t.co/d2EjQ8lyn6	Sensing
6:00 AM ET	@UnmannedSystem	Voyis	@UnmannedSystem6:00 AM ETVoyis @UnmannedSystem on X Voyis has demonstrated how inspection-grade underwater stereo cameras can support high-quality 3D modeling in challenging, turbid water conditions, where low visibility and suspended particulates can affect image clarity and feature…	Sensing
2:53 PM ET	@spaceandtech_	Sungho SI	@spaceandtech_2:53 PM ETSungho SI @spaceandtech_ on X South Korean company Sungho SI has developed Eve Clever, an AI-powered agricultural robot for automated crop monitoring and harvesting. Using RGB-D cameras, AI vision, and a robotic arm, it identifies ripe produce and harvests…	Physical AI
12:18 PM ET	@luxonis	Luxonis	@luxonis12:18 PM ETLuxonis @luxonis on X Test with a prompt, a link to the release, and our MCP installed https://t.co/ewKYIpRVZM @MaxMclaughlin16· Oct 20, 2026 Don't want to spend $20k+ to capture accurate point clouds of the items in your bin? Instead, deploy a few OAK 4s running our large Neural Stereo model and fuse their point clouds Full release: https://t.co/BUHGqwTuIY https://t.co/J6YPMimYOr	Sensing
8:30 AM ET	@UnmannedSystem	Vantage Robotics	@UnmannedSystem8:30 AM ETVantage Robotics @UnmannedSystem on X .@VantageRobotics discussed its Vesper and Trace UAS platforms at AUSA 2026, alongside its recent selection for the US Army’s Short Range Reconnaissance (SRR) programme and continued focus on defense opportunities. https://t.co/XXSAr08FPF	Deployments
5:29 PM ET	@PrismaXai	Anthropic	@PrismaXai5:29 PM ETAnthropic @PrismaXai on X We built a path-traced YAM simulator to run thousands of π0.5 rollouts a day without resetting a scene. It's open source now, so you can run the same ablations on your own rig: https://t.co/Gpf69r6Npi https://t.co/Ms8aXpxhuj @PrismaXai· Oct 19, 2026 Hard lighting cut our expert-only π0.5 checkpoint's success roughly in half. The same lights cost the full fine-tune nothing. New from @castorhat: the fine-tuning ablations behind our IROS demo. https://t.co/JciqcCBMYy	Physical AI
5:06 PM ET	@PrismaXai	Physical Intelligence	@PrismaXai5:06 PM ETPhysical Intelligence @PrismaXai on X Hard lighting cut our expert-only π0.5 checkpoint's success roughly in half. The same lights cost the full fine-tune nothing. New from @castorhat: the fine-tuning ablations behind our IROS demo. https://t.co/JciqcCBMYy	Physical AI
4:34 PM ET	@chrismatthieu	RealSense	@chrismatthieu4:34 PM ETRealSense @chrismatthieu on X Two @RealSenseai D457 GMSL stereo cameras now streaming on @intel Robinson Bay robotics developer kit! https://t.co/4z4DyY9i4B	Sensing
10:49 AM ET	@luxonis	Luxonis	@luxonis10:49 AM ETLuxonis @luxonis on X Depth AI 3.11 Release: one pipeline, several OAK 4 cameras. Add cameras with addDevice(), sync their frames, and calibration them into one coordinate system with the new MultiDeviceCalibration node (beta). No calibration target. In depth…	Sensing
10:39 AM ET	@clearpathrobots	Clearpath	@clearpathrobots10:39 AM ETClearpath @clearpathrobots on X Watch this #HuskyAMP overview video about the platform's hardware, autonomy software, and example applications: https://t.co/IIqge0t9yU See how Husky AMP can be customized for your industrial project: https://t.co/wD0oGHc3fB…	Physical AI
7:49 AM ET	@smsehy		@smsehy7:49 AM ET @smsehy on X High-speed cylindrical battery canning runs at forty parts per second. At that velocity, standard industrial cameras see nothing but motion blur. Line yield depends on microsecond pulsed LED strobe illumination synchronized directly to…	Sensing
6:35 AM ET	@seeedstudio	NVIDIA	@seeedstudio6:35 AM ETNVIDIA @seeedstudio on X 🔥 reComputer Robotics J601: Multiple Sensors, Concurrent AI, One Edge Platform 6 camera feeds. LiDAR point clouds. Multiple AI workloads. Just 47% GPU utilization. Powered by @nvidia Jetson AGX Thor, our #reComputer Robotics J601 series…	Sensing
3:55 AM ET	@XRoboHub	JR West	@XRoboHub3:55 AM ETJR West @XRoboHub on X Japan’s JR West is adding two new railway maintenance robots, including a giant semi-humanoid with a large gripper and a chainsaw. The dual-arm ZX-3 is mounted on a maintenance vehicle’s boom and can cut branches up to 15 meters (49 ft)…	Humanoids
10:28 PM ET	@techniahqrobot	Unitree	@techniahqrobot10:28 PM ETUnitree @techniahqrobot on X 10 communication links you'll often find in robots and what each one does: • EtherCAT: Servo drives. Real-time communication with precise timing across multiple drives. • RS-485: Joint motors. A noise-resistant differential interface.… @techniahqrobot· Oct 18, 2026 You can build a dexterous robotic hand for just $314. Prefer it ready to use? The fully assembled version costs about $720. Chestnut Robotics' Aero Hand Open weighs 389 g and has 7 active degrees of freedom across 16 joints, 3 of them in the thumb. Here's the trick cables run through the fingers like tendons so one motor bends several joints at once. Everything is open source CAD STEP files, 3D-printable parts, firmware and a MuJoCo simulation model. It's still a research prototype and its long term reliability hasn't been proven yet.	Hands
10:08 AM ET	@asimovinc	Menlo Research	@asimovinc10:08 AM ETMenlo Research @asimovinc on X GitHub - menloresearch/menlo-sdk @asimovinc· Oct 13, 2026 Menlo SDK is now open-source. - Turn your ideas into new capabilities for your Asimov 1 - Control its movements and read its state from your code - Use its camera, microphone and speaker in your applications Start building on humanoids: https://t.co/STuP6jduwT https://t.co/UlwqRhwEF6 https://t.co/AS9JsWocFQ	Humanoids
3:56 AM ET	@IlirAliu_		@IlirAliu_3:56 AM ET @IlirAliu_ on X Check out this drone: Joshua Bird built this drone ($20) in his dorm! [open-source motion capture system⬇️] Built at low cost, a motion capture system for tracking & and flying drones autonomously, with millimeter-level precision at…	Physical AI
9:08 AM ET	@WevolverApp	Sungho SI	@WevolverApp9:08 AM ETSungho SI @WevolverApp on X EVE Clever is an AI-driven mobile manipulator robot engineered for full-cycle autonomous crop management — from growth monitoring to precision harvesting. Powered by an RGB-D vision system and a YOLOv11-based deep learning engine trained…	Physical AI
9:00 AM ET	@michellelsun	Bonsai Robotics	@michellelsun9:00 AM ETBonsai Robotics @michellelsun on X “The demo is just 1% of the business.” Tyler Niday, CEO of Bonsai Robotics, describes the work after a successful demo. Drawing on his work at Blue River and John Deere, Tyler explains Bonsai's approach to machine design and field…	Physical AI
7:20 AM ET	@seeedstudio	Seeed Studio	@seeedstudio7:20 AM ETSeeed Studio @seeedstudio on X A robot with four cameras still can't see properly — unless it knows where every pixel is. Module 2 of our Mobile Robot Full-stack Development course. Module 1 built the robot brain — #Jetson, #JetPack, #ROS2. Module 2 gives it eyes:…	Physical AI
12:32 PM ET	@spaceandtech_	Tevel Aerobotics	@spaceandtech_12:32 PM ETTevel Aerobotics @spaceandtech_ on X This robotic system automates fruit harvesting and can operate 24 hours a day. It uses cameras and computer vision to detect fruit size and ripeness. Developed by Tevel Aerobotics, it works from a powered wheeled base.…	Physical AI
12:27 PM ET	@UnmannedSystem	Gremsy USA	@UnmannedSystem12:27 PM ETGremsy USA @UnmannedSystem on X Gremsy USA (@gremsytech) and Swarm Defense Technologies have integrated the ORUS L NDAA payload with the KIWI drone, bringing stabilized thermal vision, laser ranging, and autonomous edge intelligence to tactical swarms Read more 🔗…	Physical AI
10:27 AM ET	@lukas_m_ziegler	NVIDIA	@lukas_m_ziegler10:27 AM ETNVIDIA @lukas_m_ziegler on X Deere is selling autonomous tillage as an extra pair of hands! 🚜 Field autonomy never struggled with driving a straight line. AutoTrac solved that years ago. It actuallt struggled with trusting what the cameras saw, on a machine that…	Physical AI
4:05 AM ET	@logi_today	Percipio Technology	@logi_today4:05 AM ETPercipio Technology @logi_today on X アスメック、産業用3Dカメラ「GMシリーズ」投入-https://t.co/4CTdR3YJaC アスメックは15日、産業用3Dカメラ「GMシリーズ」の取り扱いを開始。物流現場でのロボットピッキングやパレタイズ、AGV・AMRの周辺認識、荷物の寸法・体積計測などに活用し、現場の自動化を支援する。	Sensing
2:07 AM ET	@seeedstudio	Seeed Studio	@seeedstudio2:07 AM ETSeeed Studio @seeedstudio on X Picking a @NVIDIARobotics #Jetson computer shouldn't take a spreadsheet. We built two selection guides so it doesn't: 🔹 28 series / 65 configurations — filter by module, memory, TOPS, interfaces, #JetPack compatibility 🔹 29 cameras —…	Compute
8:44 PM ET	@logi_today	IDTechEx	@logi_today8:44 PM ETIDTechEx @logi_today on X 物流ロボ・自動運転市場、46年に2336億ドル-https://t.co/HqsxeUzCtT IDテックエックスは、物流・倉庫・配送向けロボットや自動運転車、ドローン市場が2026年の148億ドルから2046年に2336億ドルへ拡大すると予測。年間販売台数は490万台に達する見通し。	Physical AI
8:00 PM ET	@Newsforce	Microcon Vision	@Newsforce8:00 PM ETMicrocon Vision @Newsforce on X 🇺🇸 EXCLUSIVE: Microcon Vision CEO Chen Almog unveils a new 7-sensor camera system designed to give military drones advanced surveillance and targeting capabilities. Speaking with @PatSchnecker at @AUSAorg in D.C., Almog shows off… @Newsforce· Oct 14, 2026 🇺🇸 EXCLUSIVE: @MarisTech CEO Israel Bar says his company's battlefield-tested technology gives military drones greater situational awareness while keeping size, weight, and power consumption to a minimum. Speaking with @PatSchnecker at @AUSAorg in D.C., Bar explains how Maris-Tech develops edge-computing systems for defense applications.	Sensing
6:38 PM ET	@chrismatthieu	RealSense	@chrismatthieu6:38 PM ETRealSense @chrismatthieu on X Oh yea! I just got my @RealSenseai D457 GMSL 3D stereo camera running on the new @intel Robotics Robinson Bay RDK compute! https://t.co/kfCYrcxAuA	Sensing
3:19 PM ET	@logical_traderr	Tonbo Imaging	@logical_traderr3:19 PM ETTonbo Imaging @logical_traderr on X Tonbo Imaging: What is the technology behind the business? When we hear the term deep tech, it is useful to understand what the company actually develops rather than stopping at the label. Tonbo Imaging develops electro-optical and imaging…	Sensing
3:06 PM ET	@lukas_m_ziegler	Princeton University	@lukas_m_ziegler3:06 PM ETPrinceton University @lukas_m_ziegler on X Princeton's Introduction to Robotics! 🎓 Princeton University released their full Introduction to Robotics course publicly with lecture videos, notes, slides, and assignments. This course provides fundamental theoretical and algorithmic…	Physical AI
2:27 PM ET	@spaceandtech_	MIT Lincoln Laboratory	@spaceandtech_2:27 PM ETMIT Lincoln Laboratory @spaceandtech_ on X SPROUT is a flexible search-and-rescue robot developed by MIT Lincoln Laboratory and the University of Notre Dame. Its inflatable body squeezes through narrow gaps in rubble. Cameras and sensors help rescuers explore collapsed buildings…	Physical AI
11:04 AM ET	@pstAsiatech	Hesai	@pstAsiatech11:04 AM ETHesai @pstAsiatech on X China's Hesai launches spatial camera to boost AI-powered robotics adoption https://t.co/BTHDlq8sWa	Humanoids
7:59 AM ET	@logical_traderr	Tonbo Imaging	@logical_traderr7:59 AM ETTonbo Imaging @logical_traderr on X Tonbo Imaging IPO: OFS, balance sheet and working capital While reading Tonbo Imaging's IPO documents, a few financial details stood out. The IPO is entirely an Offer for Sale (OFS), meaning the proceeds will go to existing shareholders… @logical_traderr· Oct 14, 2026 Tonbo Imaging IPO: Understanding the Business Before the Deep-Tech Narrative Many people are referring to Tonbo Imaging as a deep-tech business. But before getting carried away by the label, I think it is important to understand what the company actually does. Tonbo Imaging operates in the defence technology space, developing advanced electro-optical and imaging systems used for surveillance, target detection and military operations. In eazy words, think of the systems that help a soldier or a defence platform see, detect and identify things that the human eye may not be able to see clearly, especially at night or in difficult conditions. The business can broadly be understood through a few areas: 1. Thermal imaging and night vision: Systems that help detect people, vehicles and other objects using heat signatures, even in low-light conditions. 2. Surveillance and reconnaissance: Imaging systems that help monitor an area, detect potential threats and provide better situational awareness. 3. Weapon sights and fire-control systems: Technology that helps military personnel identify, track and aim at targets more accurately. 4. Missile seekers and targeting technology: Systems that help identify or track targets and support precision-guided defence applications. The important distinction is that Tonbo is not simply selling cameras. It develops specialised imaging and sensing technology that integrates optics, electronics, software and image processing for demanding defence applications. This is also what makes the business interesting to study. These are specialised products where performance, reliability, integration capabilities and customer qualification can matter significantly. Posting this because, we do not get regular exposure to many such specialised defence-technology businesses in our everyday investing journey. So, irrespective of whether one eventually invests in the IPO, Tonbo is worth studying to understand how this category of business operates. First understand the business. Then evaluate the economics. And only then look at the valuation.	Sensing
5:45 AM ET	@LeRobotHF	LeRobot	@LeRobotHF5:45 AM ETLeRobot @LeRobotHF on X 💥 LeRobot × Zenoh Remote inference just landed in LeRobot: the policy runs on a GPU server or cloud, the robot keeps moving. Cameras, motors and recording stay on the robot computer, actions stream back. What this unblocks: 🤖 Robot side:…	Physical AI
2:52 AM ET	@logical_traderr	Tonbo Imaging	@logical_traderr2:52 AM ETTonbo Imaging @logical_traderr on X Tonbo Imaging IPO: Understanding the Business Before the Deep-Tech Narrative Many people are referring to Tonbo Imaging as a deep-tech business. But before getting carried away by the label, I think it is important to understand what the…	Sensing
1:02 AM ET	@logi_today	REALIZE	@logi_today1:02 AM ETREALIZE @logi_today on X REALIZE、半導体工場向け搬送・作業ロボット開発-https://t.co/veWKNBGy0z FIG傘下のREALIZEは、AMRとロボットアームを組み合わせた「WILL-MoMa」を開発。半導体製造装置間の搬送を自動化し、人手不足への対応やクリーンルームの作業効率化、無人時間帯の稼働率向上を目指す。 https://t.co/6sY5pgpjhu	Physical AI
9:30 PM ET	@chrismatthieu	RealSense	@chrismatthieu9:30 PM ETRealSense @chrismatthieu on X I got the new @RealSenseai 3D stereo camera SDK running on #Omarchy! https://t.co/LZWoePFzEZ	Sensing
4:00 PM ET	@chrismatthieu	RealSense	@chrismatthieu4:00 PM ETRealSense @chrismatthieu on X Super excited to learn that even the native @RealSenseai Viewer works on Mac too! 🤯 https://t.co/Nuv1RTIDSt	Sensing
3:37 PM ET	@UnmannedSystem	SubC Imaging	@UnmannedSystem3:37 PM ETSubC Imaging @UnmannedSystem on X SubC Imaging has launched turnkey Drop and Tow Camera Systems designed to simplify underwater seafloor surveys by combining integrated hardware, automated data logging, and streamlined post-processing software into complete solutions Read…	Sensing
2:34 PM ET	@TheHumanoidHub	Google	@TheHumanoidHub2:34 PM ETGoogle @TheHumanoidHub on X A generalist model, not a dedicated robot policy, pulled off physical control by reasoning and using tools. Here's the four-step approach Gemini 4 figured out, given high-level instructions and the overall task: 1. Watched a human throw,…	Physical AI
10:15 AM ET	@asimovinc	Asimov Inc.	@asimovinc10:15 AM ETAsimov Inc. @asimovinc on X Asimov 1 is a full humanoid robot with vision, audio and compute built in, ready for you to solve real-world problems with. https://t.co/MCxYRtUy7z https://t.co/Rq4vCxkFRv @BarkNyrk· Oct 13, 2026 @asimovinc I thought Asimov didn't have vision but it has a camera?	Humanoids
10:13 AM ET	@chrismatthieu	RealSense	@chrismatthieu10:13 AM ETRealSense @chrismatthieu on X 🚀👀 Some exciting new features are in the new @RealSenseai SDK! I just recorded a quick video demo showing off a few of my favorite new capabilities, and I think developers are going to love these! 🤖 🍎 Mac Support – RealSense on MacOS!…	Sensing
6:11 AM ET	@logi_today	NVIDIA	@logi_today6:11 AM ETNVIDIA @logi_today on X アスメック、搬送ロボット向け高性能AI端末 https://t.co/ikUNUph8W4 アスメック、ロボット向けエッジAIコンピューター「AIE-KT78/68」の取り扱いを開始。AMRやロボットアームに搭載し、クラウドを介さず現場で認識・判断・制御を実行する。	Physical AI
4:37 AM ET	@UnmannedSystem	Nokia	@UnmannedSystem4:37 AM ETNokia @UnmannedSystem on X Nokia Enterprise Campus Edge Solutions and Hitachi have signed a sales agreement covering Nokia Drone Networks for infrastructure inspection, disaster response, and remote drone operations in Japan. Read more: https://t.co/HfW2BkAAcq	Physical AI
4:04 AM ET	@logi_today	Safie	@logi_today4:04 AM ETSafie @logi_today on X 停止履歴を映像で追跡、セーフィーが設備監視AI-https://t.co/e7ZplhpMGT セーフィー、クラウドカメラ映像をAI解析し、設備の稼働・停止状況を可視化するサービスを開始。物流施設のコンベヤーや仕分け機の監視に対応し、異常検知や巡回負担の軽減を支援する。 https://t.co/KRnUPFIqeG	Deployments
1:11 PM ET	@chrismatthieu	RealSense	@chrismatthieu1:11 PM ETRealSense @chrismatthieu on X 🚀 @RealSenseai SDK 2.59.1 beta is now available! This release introduces Ask RealSense AI, a new built-in chat assistant in RealSense Viewer, along with enhancements to depth processing, GPU support, and camera connectivity. What's new: ✅…	Sensing
11:51 AM ET	@ZappyZappy7	Churchill Capital Corp XI	@ZappyZappy711:51 AM ETChurchill Capital Corp XI @ZappyZappy7 on X 『安全柵(防護柵)なしで人間と同じ空間で共同作業ができるよう設計された二足歩行人型ロボット』 https://t.co/BaMYGvYPUO #bipedal #humanoidrobot #warehouse #logistics #cooperative #safety #Halos #Digit5 #AgilityRobotics https://t.co/F9uJD6lKr0	Humanoids
8:30 AM ET	@seeedstudio	Seeed Studio	@seeedstudio8:30 AM ETSeeed Studio @seeedstudio on X Can 200 VR demonstrations teach two robot arms to work together? 🤖 We fine-tuned #SmolVLA with @huggingface @LeRobotHF using 200 VR #teleoperation demos and 3 camera views: left wrist, right wrist, and overview. Deployed on our reBot…	Hands
4:45 AM ET	@HumanoidAn	Figure	@HumanoidAn4:45 AM ETFigure @HumanoidAn on X 🤖 Who is leading the race for humanoid dexterous hands in 2026? The competition is heating up, but there's no single winner. Different companies are leading in different areas: @Inspire_robots: Leading in disclosed shipment volume, with…	Humanoids
12:58 PM ET	@spaceandtech_	Nio Robotics	@spaceandtech_12:58 PM ETNio Robotics @spaceandtech_ on X Aru, developed by Nio Robotics, is an all-terrain robot that can crawl, roll, and walk. It moves like a snake, drives like a rover, and walks on four legs. Cameras, sensors, and robotic arms help it inspect machines and detect faults in…	Sensing
1:02 PM ET	@AssemblyMag1	IDTechEx	@AssemblyMag11:02 PM ETIDTechEx @AssemblyMag1 on X A report forecasts the humanoid robot sensor market could exceed $6.59 billion by 2037. https://t.co/3hCGflRD03 #HumanoidRobots #HumanoidRobotics #PhysicalAI #EmbodiedAI #AI #ArtificialIntelligence #Robotics #IndustrialRobotics #Automation…	Humanoids
12:29 PM ET	@UnmannedSystem	NVIDIA	@UnmannedSystem12:29 PM ETNVIDIA @UnmannedSystem on X .@EIZOrugged examines how its Condor T5-IOX 3U VPX single-board computer combines NVIDIA Blackwell GPU acceleration, high-bandwidth sensor connectivity, and modular OpenVPX architecture to support tactical edge computing.…	Compute
9:18 AM ET	@ST_World	NVIDIA	@ST_World9:18 AM ETNVIDIA @ST_World on X Through our collaboration with NVIDIA, we bring high-fidelity sensor models to NVIDIA Isaac Sim, so developers train and validate robots in simulation before any hardware exists. @NVIDIARobotics 🔍 Discover more on the #STBlog:…	Humanoids
9:06 AM ET	@LeRobotHF	Physical Intelligence	@LeRobotHF9:06 AM ETPhysical Intelligence @LeRobotHF on X Training a robot to grasp an object means learning from many attempts, viewpoints and situations. One robot with three cameras at 20 fps produces 216,000 images per hour. Now that robotics is scaling, how can we efficiently train on all…	Physical AI
1:00 AM ET	@ctorobotics	GENERATIVE Robotics	@ctorobotics1:00 AM ETGENERATIVE Robotics @ctorobotics on X GENERATIVE Robotics has just unveiled its new GR-01 autonomous robot at security essen 2026. Meet GR-01 the first robot model from GENERATIVE Robotics, developed and built in Germany but GR-01 is not designed as just another single-purpose…	Physical AI
2:29 PM ET	@BillHughesDC	LAFCO TECH	@BillHughesDC2:29 PM ETLAFCO TECH @BillHughesDC on X Privacy and Physical AI in the Classroom: Notes on a 2025 Paper A team of researchers from the University of Zagreb and LAFCO TECH, a Zagreb technology company, published a short paper in the proceedings of the 33rd International…	Physical AI
12:26 PM ET	@BostonDynamics	Boston Dynamics	@BostonDynamics12:26 PM ETBoston Dynamics @BostonDynamics on X With 5 routes and hundreds of assets inspected, Spot is helping @Kirin_Brewery Chitose Plant save free up hundreds of hours a year for their maintenance and operations teams. See how they deployed Spot and Orbit with the help of…	Physical AI
11:16 AM ET	@UnmannedSystem	Numurus	@UnmannedSystem11:16 AM ETNumurus @UnmannedSystem on X NEPI by Numurus supported Ocean Aero in integrating edge computing, AI processing and sensor control for stabilized target tracking aboard its TRITON vessel. Read more: https://t.co/oVV8zRygoM	Physical AI
5:06 AM ET	@UnmannedSystem		@UnmannedSystem5:06 AM ET @UnmannedSystem on X AUSA 2026 returns to Washington, D.C., October 12-14, bringing together the U.S. Army community and defense industry. Check out our Who to See article to find out which UST clients will be at the show ⬇️ https://t.co/gyF5GTxN4A @AUSAorg	Physical AI
4:36 AM ET	@logi_today	Aerosense	@logi_today4:36 AM ETAerosense @logi_today on X エアロセンス、重要鉱物供給網をドローン監視-https://t.co/8MiowDDVhQ エアロセンスは、ザンビア・コンゴ民主共和国のカッパーベルト地域で、固定翼VTOLドローンによる鉱山遠隔監視を実証へ。銅・コバルトのサプライチェーン強靱化や環境監視への活用を検証する。 https://t.co/GM8EtaQPUP	Physical AI
3:56 AM ET	@IlirAliu_	Grounded Superintelligence	@IlirAliu_3:56 AM ETGrounded Superintelligence @IlirAliu_ on X It beats other methods and matches the best existing system! 📌 To create better data for robots, 3D maps, and simulations of real places. A new system that tracks where a person is and builds a 3D map from a head-mounted camera.…	Physical AI
5:32 PM ET	@chrismatthieu	RealSense	@chrismatthieu5:32 PM ETRealSense @chrismatthieu on X Hacking on Jeff Hykin's (@dimensionalos) Depth2Depth project which uses DepthAnything AI to fuse perfect @RealSenseai depth maps! Here's his repo: https://t.co/1LOfGtjte0 I forked his repo to add a live RealSense depth map stream here:…	Sensing
4:01 PM ET	@Scobleizer	Ambarella	@Scobleizer4:01 PM ETAmbarella @Scobleizer on X Inside real Silicon Valley. Inside the semiconductor company, Ambarella, that makes cameras better. Inside your GoPro, for instance. This is part of my homework to understand the robotics ecosystem in Silicon Valley (this company is in…	Compute
12:41 PM ET	@chrismatthieu	RealSense	@chrismatthieu12:41 PM ETRealSense @chrismatthieu on X What happens when #AI agents stop living on screens and start controlling cameras, wheels, monitors, and eventually full #robotic bodies? I joined Samson Rose’s Founder and host of the Machine Minds podcast, @Toroosian, to discuss the…	Physical AI
10:00 AM ET	@ctorobotics	Duke University	@ctorobotics10:00 AM ETDuke University @ctorobotics on X What if robots didn’t need a front, back, or even a preferred direction? 🤖 Duke University’s Argus has 20 telescoping legs, each equipped with a depth camera, allowing it to see and move in virtually every direction. Inspired by sea…	Physical AI
9:51 AM ET	@WevolverApp	Mouser Electronics	@WevolverApp9:51 AM ETMouser Electronics @WevolverApp on X Edge AI is moving beyond background analysis into machines that must sense, decide, and act in real time. Robotics, vision systems, and automation increasingly process data locally, reducing latency and improving responsiveness. This…	Physical AI
5:43 AM ET	@lukas_m_ziegler		@lukas_m_ziegler5:43 AM ET @lukas_m_ziegler on X A robot cop! 🚓 China is testing a crime-fighting robot called Rotunbot, a self-balancing, 125-kg spherical device. All right, let's see what it can do! 👀 The robot can chase criminals at speeds up to 35 km/h (22 mph) on land or water and…	Physical AI
11:21 AM ET	@michellelsun	Core Matter	@michellelsun11:21 AM ETCore Matter @michellelsun on X Could a robot run for a flight without spilling its coffee? I started thinking about this during my own airport sprint, coffee in hand. For a humanoid, 6 senses are working together at all times: - Sight: What can it see? - Depth: How far…	Humanoids
11:02 AM ET	@chrismatthieu	Anthropic	@chrismatthieu11:02 AM ETAnthropic @chrismatthieu on X 🤖👀 AI coding agents are starting to cross the boundary from writing software to interacting with the physical world. Really enjoyed seeing Jim from @Jetsonhacks put this to the test using an @NVIDIARobotics Jetson Orin NX +…	Physical AI
10:43 AM ET	@michellelsun	Waymo	@michellelsun10:43 AM ETWaymo @michellelsun on X The Six Senses of a Humanoid Robot	Humanoids
6:14 AM ET	@logi_today		@logi_today6:14 AM ET @logi_today on X AIが現場を動かす、幕張でフィジカルAI展初開催 https://t.co/oUcS6SsTjI 11/11－13の「NexTech Week 2026【秋】」でフィジカルAI EXPOを初開催。AMR、AGV、自律フォークリフト、AIカメラ、LiDARなど、省人化・自動化技術を幅広く紹介する。	Physical AI
5:29 AM ET	@UnmannedSystem	SKYLANDX	@UnmannedSystem5:29 AM ETSKYLANDX @UnmannedSystem on X SKYLANDX has unveiled the MetaCam Air 3, combining an in-house-developed survey-focused LiDAR, high-resolution imaging, and multiple positioning workflows for handheld 3D reality-capture and surveying applications. https://t.co/8RqFArrYwS	Sensing
4:20 AM ET	@logi_today	Advanced Smart Mobility	@logi_today4:20 AM ETAdvanced Smart Mobility @logi_today on X 先進モビリティ、八王子で自動運転バス実証-https://t.co/d5fyurRqo5 先進モビリティは八王子市で自動運転バスの実証運行を開始。JR八王子駅南口と「桑都の杜」を結び、2027年度のレベル4実装を目指す。運転手不足への対応や路線バスの補完を図る。 https://t.co/ofrzo9zbnQ	Physical AI
3:29 AM ET	@logi_today	Dynamic Map Platform	@logi_today3:29 AM ETDynamic Map Platform @logi_today on X ダイナミックマップ、自動運転の走行検証を効率化-https://t.co/QXktiR1kIa ダイナミックマッププラットフォームは「Japan Mobility Show bizweek 2026」に出展。高精度3次元地図データを自動運転・ADASのシミュレーションに活用する技術や、AI向けデータ事業を紹介する。 https://t.co/0fS40lkPzc	Physical AI
3:09 AM ET	@oprydai		@oprydai3:09 AM ET @oprydai on X robotics is basically a constant negotiation between coordinate systems. the lidar sees the world from one frame, the camera from another, the robot has its own body frame, and the map exists in a global frame. transformation matrices are…	Physical AI
4:02 PM ET	@techniahqrobot	Deep Robotics	@techniahqrobot4:02 PM ETDeep Robotics @techniahqrobot on X Rain is a pretty good stress test for a humanoid robot. DEEP Robotics has deployed several DR02 humanoids on the streets of Hangzhou during China’s National Day holiday. They’re directing traffic helping manage crowds and assisting…	Humanoids
2:02 PM ET	@IlirAliu_	Unitree	@IlirAliu_2:02 PM ETUnitree @IlirAliu_ on X Five iterations and six hours. Enough to fine-tune a humanoid motion generator with RL. 📌 For anyone working on humanoid locomotion or generative robot policies, this paper is worth saving. The PPO baseline used more than 160x the data…	Humanoids
8:21 AM ET	@frontrunvc	Delos Industries	@frontrunvc8:21 AM ETDelos Industries @frontrunvc on X EARLY 🌱: 5 companies across Robotics, Energy, Hardware, Healthcare and Industrial AI.👇 @delosindustries - 9 followers - (Robotics): drones that never land. a dock network that swaps batteries so drones can watch the american grid around…	Physical AI
6:41 AM ET	@WevolverApp	University of Michigan	@WevolverApp6:41 AM ETUniversity of Michigan @WevolverApp on X This 67-gram robot can climb up plant stems and build a 3D model to autonomously navigate among branches and leaves. The hope? To eventually find pests hidden among leaves before they cause crop damage. The research team designed the robot…	Physical AI
8:12 AM ET	@lukas_m_ziegler	Meta	@lukas_m_ziegler8:12 AM ETMeta @lukas_m_ziegler on X just bought one of the most expensive egocentric data collection device from @Meta time to record some long horizon tasks https://t.co/9KXib5nmP8	Physical AI
1:00 AM ET	@ctorobotics	GENERATIVE Robotics	@ctorobotics1:00 AM ETGENERATIVE Robotics @ctorobotics on X A robot that can patrol, transport, monitor and adapt to different tasks. 🤖 GENERATIVE Robotics introduces GR-01 an autonomous mobile robot designed and built in Germany. With 4-wheel independent suspension, stereo cameras, LiDAR, GNSS…	Physical AI
4:24 PM ET	@oprydai		@oprydai4:24 PM ET @oprydai on X it’s honestly insane how many pieces of the robotics stack are finally becoming good enough at the same time we now have - cheap high torque actuators - compact motors and gearboxes - better batteries - force and tactile sensing - depth…	Humanoids
7:29 AM ET	@UnmannedSystem	Sentera	@UnmannedSystem7:29 AM ETSentera @UnmannedSystem on X Sentera Sensors & Drones explores how high-capture-rate imaging can help drone operators improve efficiency and coverage across agriculture, environmental monitoring, and infrastructure inspection. https://t.co/z4vl2C3zCd	Sensing
6:29 AM ET	@UnmannedSystem	Sense Aeronautics	@UnmannedSystem6:29 AM ETSense Aeronautics @UnmannedSystem on X Sense Aeronautics has applied its existing ATR real-time AI video analytics capabilities to aerial drive-thru footage. https://t.co/VxJAafO5Zj	Physical AI
4:49 AM ET	@logi_today	東海クラリオン	@logi_today4:49 AM ET東海クラリオン @logi_today on X トラックの死角対策加速、AIカメラ2000台-https://t.co/PaMthU3uVc 東海クラリオンは、トラックやバスの巻き込み事故防止を支援するAIカメラ「A-CAM」シリーズの累計取付台数が2000台を突破したと発表した。2026年の取付台数は1357台で、前年の408台から大幅に増加。AIで車両側方の歩行者や自転車、バイクを検知し、警告音などでドライバーに通知する。200社超が採用しており、物流・旅客運送業界で死角対策の導入が広がっている。	Sensing
3:48 AM ET	@oprydai		@oprydai3:48 AM ET @oprydai on X stereo depth is getting cheaper, lighter, and 4x more precise. https://t.co/Su8FigP6BV	Sensing
12:55 PM ET	@chrismatthieu	Evercoast	@chrismatthieu12:55 PM ETEvercoast @chrismatthieu on X 🎙️ New @RealSenseai Podcast! I sat down with @bininunez, CEO of @evercoast, whose team synchronizes DOZENS of RealSense cameras to capture live performances in 4D. 🤯📷 It’s the most advanced RealSense syncing deployment I’ve ever seen!…	Sensing
5:20 AM ET	@logi_today	Dynamic Map Platform	@logi_today5:20 AM ETDynamic Map Platform @logi_today on X DMP、デジタルツインで自動運転AI開発 https://t.co/Ld2g1U8pvp 実在する道路を、そのまま自動運転AIの“訓練場”へ。DMPは高精度3次元地図やカメラ画像からデジタルツインを構築。実車試験だけに頼らず、多様な走行シナリオの学習・安全検証につなげる。 https://t.co/KcQHCcbk83	Physical AI
5:02 AM ET	@logi_today	旭東みらいテクノロジー	@logi_today5:02 AM ET旭東みらいテクノロジー @logi_today on X 旭東みらい、倉庫向け180度監視カメラ発売-https://t.co/BXcKNEBZBq 旭東みらいテクノロジーは180度パノラマネットワークカメラを10月発売。工場や物流倉庫の出入口などを広範囲に監視し、人物・車両の通過を検知して音声やライトで警告できる。 https://t.co/UmVQXJuibY	Sensing
11:41 AM ET	@luxonis	Luxonis	@luxonis11:41 AM ETLuxonis @luxonis on X We just released a new customer story on our blog! Cavalla's autonomous forklifts run with the support of OAK-D Pro W PoE as their main mapping sensor. IP65 for warehouse dust. Global shutter so vibration doesn't wreck depth. One locking…	Sensing
9:30 AM ET	@Newsforce		@Newsforce9:30 AM ET @Newsforce on X 🇺🇸 Sen. Josh Hawley introduced the STOP Flock Abuse Act to regulate AI license plate cameras like Flock's. It would ban selling driver data, force deletion within 10 days unless there's a criminal investigation, ban facial recognition,…	Policy
3:30 AM ET	@logi_today		@logi_today3:30 AM ET @logi_today on X 眠気・脇見検知を義務化、トラックも31年から-https://t.co/JD29IEqpKF 国交省はドライバーモニタリングシステムの搭載を義務化。眠気や脇見を検知して警報し、トラックやバスも対象。新型車は31年9月、継続生産車は33年9月から適用する。 https://t.co/aeeHNIRO1Z	Sensing
6:29 PM ET	@ZappyZappy7		@ZappyZappy76:29 PM ET @ZappyZappy7 on X 『ロボット学習データ収集用ウェアラブルガジェット』 https://t.co/s3Tx1Trw90 6台の同期カメラとIMUで人の目線の映像と動きを記録。 Grounded APIが手の3D動作・奥行き・移動軌跡に変換し、遠隔操作に頼らず学習データを拡張する。 #PhysicalAI #EmbodiedAI #RoboticsData #RoboCap #GroundedSI https://t.co/y0iOwBJfky	Physical AI
12:17 PM ET	@UnmannedSystem	ZenaDrone	@UnmannedSystem12:17 PM ETZenaDrone @UnmannedSystem on X ZenaDrone examines how AI, networked sensor communications, and advanced multispectral imaging combine to power autonomous UAV swarms for tactical reconnaissance, persistent surveillance, infrastructure protection, and defense operations…	Sensing
6:00 AM ET	@ST_World		@ST_World6:00 AM ET @ST_World on X We are heading to #VISION2026🗓️ Join us to explore our ecosystem of products and solutions for #imaging applications.👁️‍🗨️ Explore demos on: ✅Smart image sensors ✅3D depth vision ✅Ranging and gesture recognition 📍Hall 10, Booth C41…	Sensing
4:37 AM ET	@logi_today		@logi_today4:37 AM ET @logi_today on X マクセル、自動運転国際会議「ROAD」協賛-https://t.co/SGYf7przjb マクセルフロンティアは「ROAD 2026」に初協賛。自動運転の安全性やAIなどを議論する国際会議で、カメラの視界を確保する超音波クリーニングレンズユニットを紹介する。	Sensing