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AI hardware

Industry tag590 stories

  1. RoboticsReach 31

    A self-driving toilet that rolls straight to your bedside

    Chinese company Yueban just debuted Xiaoban, an autonomous toilet designed for elderly and mobility-impaired users. Borrowing lidar and ultrasonic navigation from robot vacuums, the device rolls directly to users via voice or remote commands, cleans itself, and autonomously empties waste into a drainage dock or regular toilet. It is expected to cost 28,999 yuan (around $4,300) in China.

  2. RoboticsReach 35

    MIT's new AI gives robots long-term memory in real time

    MIT researchers just developed DAAAM, an AI system that equips robots with a timestamped "4D scene graph" tracking what they saw, where, and when. Smart-batching allows it to run 10x faster in real time, letting robots answer natural-language questions about past events and boosting navigation accuracy by 28%.

  3. RoboticsReach 38

    Claude Opus 4.7 takes the leash in Anthropic's robot dog tests

    Anthropic just revealed results from Project Fetch Phase Two, where Claude Opus 4.7 autonomously completed quadruped robodog setup tasks roughly 20 times faster than the fastest human team. Operating without human help via Claude Code, it wrote 10 times less code with high first-try success. It still struggles with nuanced physical fetching, but Anthropic notes we are entering the early era of physical agentic AI.

  4. Open sourceReach 48

    Ai2 drops MolmoMotion for 3D motion forecasting

    Ai2 just open-sourced MolmoMotion, a multimodal model that predicts how 3D points on objects will move based on video frames and text prompts. Built on Molmo 2, it boosts simulated robotic pick-and-place success from 56% to 76.3% and steers controllable video generation. Ai2 also released an open dataset of 1.16M video trajectories and a new benchmark.

  5. RoboticsReach 39

    Droidup's heated humanoid robot Moya

    Droidup just showed off Moya, a companion humanoid robot featuring an artificial spine, body-temperature silicone skin, and a claimed 92% human gait. The bot tracks expressions and mimics chores, though observers noted the face looks stiff and demo footage appears heavily edited.

  6. IndustryReach 49

    Midjourney is stepping into hardware tomorrow

    Midjourney just revealed it will unveil its first hardware project during a launch event in San Francisco on Wednesday at 6pm PT. The company plans to livestream the announcement, though details about what the device actually is remain completely under wraps. It marks an unexpected leap beyond software for the image-gen heavyweight.

  7. IndustryReach 39

    Qualcomm's new XR chip brings a 160% AI boost to smart glasses

    Qualcomm just unveiled the Snapdragon Reality Elite, packing a 160% jump in NPU performance and 60% faster graphics for next-gen headsets. The chip debuts inside Google and Xreal's upcoming Aura glasses this fall, aiming to run Gemini Live multimodality right on device. Preorders are open now.

  8. IndustryReach 47

    Snap is finally shipping AR glasses — for $2,195

    Snap just unveiled Specs, its first consumer AR glasses priced at a steep $2,195. Unlike Apple's tethered Vision Pro, Specs are fully standalone, packing dual Snapdragon chips, a 51-degree field of view, hand tracking, and built-in AI assistance. They offer up to four hours of battery life and are slated to ship this fall.

  9. RoboticsReach 39

    NVIDIA's MotionBricks runs 15,000 FPS animations for games and humanoids

    NVIDIA just unveiled MotionBricks, a unified motion generation framework that hits 15,000 FPS with just 2ms latency on a single neural backbone. It handles over 350,000 motion skills, animating Unreal Engine 5 characters and directly controlling physical Unitree G1 humanoid robots without task retraining. Why it matters: It bridges the long-standing gap between game animation and real-world robotics with one shared brain, and early preview code is already on GitHub.

  10. RoboticsReach 39

    Sony's table tennis bot is already crushing ranked pros

    Sony just showed off Ace, an autonomous table tennis robot that consistently defeats ranked human professionals under official competition rules. Mounted on a heavy-duty electric rail, the bot tracks incoming ball spin within milliseconds and aggressively adjusts its own returns to force human errors. Two-time Olympic medalist Miu Hirano noted it rarely makes rally mistakes and could already compete at a top-10 women's level.

  11. IndustryReach 43

    Elon Musk wants to put Nvidia server racks in orbit

    SpaceX just unveiled AI1, an orbital data center satellite built to run AI silicon directly in space using solar power. Each craft packs up to 150 kW of compute payload—matching a top-tier Nvidia server rack—with interchangeable chips and a wingspan wider than a Boeing 747. Why it matters: With Google and Anthropic already signed on as customers, space-based compute is quickly shifting from a sci-fi punchline into a real workaround for Earth's strained power grids.

  12. IndustryReach 36

    Midjourney starts inviting guests to its first hardware launch

    Midjourney founder David Holz just revealed that the company is rolling out invites for its first-ever hardware launch event. Details about what the mystery device actually is remain completely under wraps, with only a few seats left. It signals the image generation giant's official expansion from software into physical consumer hardware.

  13. IndustryReach 39

    Microsoft's Project Solara wants to ditch apps for AI hardware

    Microsoft just unveiled Project Solara, a chip-to-cloud platform built for agent-first hardware rather than traditional apps. Running on an enterprise-grade Android foundation with Azure state management, it introduces dynamic just-in-time interfaces and previews two concept form factors—stationary and portable—aimed at healthcare, finance, and retail.

  14. AI toolsReach 39

    Microsoft puts 120B models on your desk

    Microsoft just unveiled the Surface RTX Spark Dev Box, a compact desktop PC engineered specifically for local-first AI development. Packing an NVIDIA RTX Spark superchip with 128GB of unified memory, the box delivers up to 1 petaflop of compute to run 120B+ parameter models on your desk without racking up cloud API bills. It hits the U.S. later this year.

  15. RoboticsReach 52

    NVIDIA's Cosmos 3 teaches physical AI to think before acting

    NVIDIA just unveiled Cosmos 3 at GTC Taipei, an open-world foundation model built to give robots and autonomous vehicles physical common sense. Using a mixture-of-transformers setup, it combines visual reasoning with native action prediction, spitting out joint angles and trajectory points directly. It is now open-sourced on Hugging Face to help embodied AI predict before it moves.

  16. RoboticsReach 31

    OpenAI is hiring heavily to build real-world robots

    OpenAI is scaling up its robotics ambitions, with CEO Sam Altman announcing hiring across full-stack hardware, systems, ops, and ML. Its world simulation program has evolved into OpenAI Robotics over the past year. The near-term goal is helping skilled workers with infrastructure, aiming long-term at personal robots for everyone.

  17. RoboticsReach 36

    NVIDIA's open-source humanoid blueprint packs Jetson Thor brain

    NVIDIA just unveiled the Isaac GR00T Reference Humanoid Robot at GTC Taipei, an open blueprint that pairs a Unitree H2 Plus chassis and Sharpa tactile hands with its new Jetson Thor AI computer. It covers the full stack from simulation to real-world deployment, aiming to save researchers from cobbling together fragmented hardware and software. Stanford, ETH Zurich, and Ai2 are already on board, with hardware shipping late 2026.

  18. RoboticsReach 32

    Figure just inked a deal to put humanoid robots in retail warehouses

    Figure just signed a commercial agreement with Catalyst Brands, the retail operator behind JCPenney, Aéropostale, and Brooks Brothers, to deploy humanoid robots at scale. The rollout kicks off with an initial deployment in Reno, Nevada. Humanoid automation is officially pushing past auto plants into retail and logistics operations.

  19. RoboticsReach 39

    Waymo hits the brakes on freeways and pauses two cities

    Waymo just suspended freeway driving across all its US markets over construction zone safety concerns, while also pausing service in Atlanta and San Antonio following flooded-road issues. The pullback comes right after a fleet-wide software recall for speeding through flooded streets in Texas. Local road service continues, but highway trips are offline indefinitely.

  20. ResearchReach 34

    An AI skin patch that runs medical checks right on your body

    Researchers at the University of Chicago just built a flexible AI skin patch that analyzes health metrics on the body in milliseconds, completely bypassing the cloud. Using printed organic electrochemical transistors, the device mapped lethal heart rhythms with 99.6% accuracy even when stretched past 1.5 times its original size. It brings wearable tech much closer to instantaneous, on-skin clinical intervention.