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AI hardware

Industry tag590 stories

  1. IndustryReach 45

    NVIDIA's $4,999 desktop supercomputer gets a cluster upgrade

    NVIDIA just revealed the 64GB DGX Spark for $4,999, launching October 23 through manufacturer partners like Dell and HP. Powered by the GB10 Grace Blackwell chip, a single unit runs 100-billion-parameter models locally, and two units can cluster directly via cable to pool 128GB memory with up to 1.7x performance. Why it matters: It gives developers a powerful, private sandbox for agent workloads without racking up cloud bills.

  2. AI toolsReach 40

    Alibaba drops agent-powered computer and smart wearables

    Alibaba just unveiled an agentic hardware lineup at the 2026 Apsara Conference, headlined by Qwen Book, a computer running an agent-native OS that lets models control apps and cloud tools. The launch also includes eye-tracking Qwen Glasses, Bose-partnered AI earbuds, and the QwenNote A2 voice recorder. It marks a major push to embed autonomous AI agents straight into personal devices.

  3. IndustryReach 48

    Meta’s chunky new Muse Charm gadget skips the phone entirely

    Meta just showed off the Muse Charm, a pocket-sized standalone gadget built specifically for its new Muse AI agent. Looking like a thick screen on a lanyard, it packs a fingerprint sensor, camera, and microphones to chat without unlocking a phone, targeting a December holiday release.

  4. AI toolsReach 40

    Meta Ray-Ban Display gets landmark navigation and voice-driven holograms

    Meta just rolled out a major update to its Meta Ray-Ban Display smart glasses. The glasses now offer landmark-based walking directions—telling you to turn at recognizable spots like a yellow house instead of street names—along with cycling and transit routes. A new Hologram feature creates a photorealistic digital avatar driven entirely by your voice for WhatsApp calls, eliminating awkward angles while cooking or multitasking. The update also brings Dolby Atmos recording and expands to five new countries.

  5. IndustryReach 40

    Meta reveals 100g VR glasses with 5K display and hologram calls

    Meta just announced Meta VR Glasses, a 100-gram headset that moves compute and battery into a pocket puck to cut bulk. It features a 5K micro-OLED display, hands-free gesture control, integrated Meta AI, and photorealistic hologram calling for $1,299.99. The device is scheduled to launch in Spring 2027.

  6. AI toolsReach 40

    Meta's new AI glasses ditch the camera and drop the price

    Meta just expanded its smart glasses lineup at Connect, headlined by the camera-free Ray-Ban Meta Audio and the upgraded Ray-Ban Meta Gen 3. The 43-gram Audio frame lasts 12 hours on a charge and starts at $349, while Gen 3 brings 3K video with a 12 MP camera for $449. Meta also introduced designer collabs and an entry-level style starting at $249.

  7. RoboticsReach 39

    Skild AI gave robots a 140-year soccer match

    Skild AI just applied AlphaGo-style self-play to humanoid robots using its S1 model. Trained inside NVIDIA's Isaac Sim with the single goal of scoring, the system simulated 140 years of matches to master dribbling and tackling before successfully transferring into a physical robot.

  8. RoboticsReach 39

    FLUX 3 Action brings video-fast control to robots

    Black Forest Labs just released FLUX 3 Action, an open-weight 7B world-action model designed for robotics. It achieves a 42.2% success rate on the RoboLab benchmark, beating Cosmos 3 Nano while using less than half the parameters and running up to 3.95x faster on GPUs. When paired with GPT 6 Astra in a hybrid policy, it cuts cost per successful task by 29% by handling physical execution locally.

  9. AI modelsReach 50

    Needle 3 fits an AI agent into 8 MB

    Cactus just rolled out Needle 3, a tiny foundation model packed into a single 8–29 MB binary for smartwatches and microcontrollers. It trades general chat capacity to excel at offline tool calls and data extraction, scaling from 2 to 20 layers based on hardware limits. Why it matters: developers can now build instant, fully offline actions directly on tiny edge devices without relying on the cloud.

  10. RoboticsReach 39

    Figure's Helix 2.5 tackles chores across 30 unseen homes

    Figure just introduced Helix 2.5, showing its humanoid robots can walk into 30 unfamiliar homes and clean up without prior mapping or fine-tuning. Pretrained on massive human behavioral data, the model boosted zero-shot success rates from 9% to 56% across tasks like tidying toys, folding towels, and making beds. Why it matters: it proves whole-body physical intelligence can transfer from human experience rather than being trained from scratch per home.

  11. IndustryReach 44

    Meta's camera-free smart glasses for the privacy-conscious

    Meta is reportedly developing "Luna," a new pair of smart glasses that ditches cameras entirely to address growing privacy backlash. The device features six built-in microphones and a dedicated button to talk directly with Meta's AI chatbot and Muse consumer agent. It could debut as soon as next week at Meta Connect.

  12. RoboticsReach 39

    Odyssey-3 wants to be the foundation brain for every robot

    Odyssey just introduced Odyssey-3, a foundation world model that learns physics and causal dynamics directly from visual data. Instead of building narrow task-specific systems, a single frozen model can pilot robot arms, humanoids, drones, and self-driving cars with just tens of hours of control data. Why it matters: Generalist physical AI might finally be getting its GPT moment.

  13. ResearchReach 36

    Single brain implant decodes speech and gestures into a live avatar

    UCSF researchers have demonstrated that a single high-density brain implant can decode speech and physical gestures simultaneously in paralyzed individuals. By running parallel decoders trained on both isolated and concurrent movements, the system controls a personalized virtual avatar in real time, moving brain-computer interfaces closer to natural multimodal communication.

  14. IndustryReach 49

    OpenAI buys camera startup Glass Imaging for over $300M

    OpenAI just acquired smartphone camera startup Glass Imaging for more than $300 million, according to reports. Founded by ex-Apple engineers who helped create Portrait Mode, the company uses neural networks to bypass physical sensor limits and deliver DSLR-quality shots right at the shutter click. It is another clear signal of OpenAI's growing consumer hardware ambitions.

  15. RoboticsReach 37

    UBTECH opens robot plant built to pump out 10,000 humanoids a year

    UBTECH just launched production at its new super factory in Liuzhou, China, capable of building over 10,000 humanoid robots annually. The flexible line cranks out a Walker S or Cruzr bot every 10 minutes, with humanoid robots even helping assemble their own peers. It marks a clear shift from lab prototypes to true industrial scale.

  16. RoboticsReach 39

    FANUC and Google build an AI agent that welds straight from blueprints

    FANUC just partnered with Google Cloud to unveil the AI Welding Agent, powered by Gemini Enterprise. Factory operators can simply snap a photo of engineering drawings with a tablet teach pendant, and the AI automatically generates motion code and welding parameters with zero teaching. It is scheduled to ship in late December.

  17. IndustryReach 39

    Apple brings open-ear ANC and Siri AI to the new $129 AirPods 5

    Apple just introduced AirPods 5 starting at $129, bringing active noise cancellation to an open-ear fit that cuts up to 50% more ambient noise than AirPods 4. Powered by Apple Intelligence, the earbuds unlock hands-free Siri AI with personal context understanding and real-time audio translation with a pinch of the stems. In stores September 18.

  18. AI toolsReach 59

    Apple brings AI insights and readiness scores to Apple Watch

    Apple just unveiled the Apple Watch Series 12 and a redesigned Health app powered by Apple Intelligence. The update introduces high-frequency heart tracking, a 0–10 daily readiness score, and camera-based home movement evaluations. Why it matters: Wearables are shifting from passive tracking to proactive AI coaching that turns raw metrics into daily actions.

  19. RoboticsReach 39

    OpenAI confirms humanoid robot plans

    Sam Altman just confirmed that OpenAI will "definitely" build humanoid robots, envisioning personal robots for everyone down the line. Job postings show the company is already assembling teams to manage data collection facilities and robot hardware. Why it matters: Moving beyond software puts OpenAI into direct hardware competition with Figure and Tesla while securing proprietary real-world training data.

  20. IndustryReach 43

    Meta bricks cameras on thousands of tampered smart glasses

    Meta just disabled photo and video features on thousands of Ray-Ban smart glasses after detecting users had covered or broken the LED recording indicator. While Meta says tampered hardware accounts for less than 0.1% of sales, that still leaves thousands of offenders stuck with what are essentially overpriced Bluetooth headphones. Why it matters: Wearable cameras are facing fierce privacy pushback, and Meta is showing it would rather brick your hardware than take the heat.