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IFAI

Robotics

Humanoid robots from Figure, Unitree, Tesla Optimus and others, plus robot arms, embodied AI and self-driving cars.

4 stories in the last 7 days

  1. Reach 52

    An engineer just gave OpenClaw a physical lobster body

    Engineer Cyrus Clarke just brought the OpenClaw AI into the physical world using MIT Media Lab’s neoFORM shape display. Inspired by the project's name, the setup gives the agent a tactile lobster-claw form with custom physical body language and motion feedback. It offers a fun glimpse into how desktop AI might break out of chat boxes and into physical space.

  2. Reach 38

    NVIDIA's new Cosmos Policy turns world models into robot controllers

    NVIDIA just introduced Cosmos Policy, a robot control model built by fine-tuning its Cosmos Predict world foundation model. Instead of patching separate action modules onto vision-language models, it treats robot actions and physical states as latent video frames inside a unified diffusion process. It scored a record 98.5% success rate on the LIBERO benchmark, with weights and code now open on Hugging Face.

  3. Reach 39

    Tesla kills Model S and X to build Optimus robots

    Elon Musk just announced that Tesla will discontinue the Model S and Model X in Q2 2026. The move aims to clear out factory floor space in Fremont specifically to mass-produce the Optimus humanoid robot. Musk is essentially abandoning Tesla's original luxury EV flagships to bet the entire company's future on AI and robotics.

  4. Reach 33

    Tesla says mass-production Optimus robot is coming this quarter

    Tesla just revealed that the third-generation, mass-production-ready Optimus humanoid robot will debut in Q1 2026 featuring an upgraded hand design. Elon Musk is even cutting Model S and X production in Q2 to clear Fremont factory floor space for a 1-million-unit annual capacity goal, though the project still faces skepticism following executive departures and earlier demo missteps.

  5. Reach 31

    Engine AI wants to send a humanoid robot to space

    Chinese robotics startup Engine AI just partnered with commercial space firm Interstellor to build the world’s first humanoid robot astronaut. The plan is to send its 40kg PM01 robot into orbit to handle risky spacewalks and exterior repairs, keeping human crews out of harm's way.

  6. Reach 39

    Figure's new humanoid model controls its entire body from pixels

    Figure just unveiled Helix 02, expanding its unified neural network to steer an entire humanoid robot's locomotion and manipulation directly from pixels. In an impressive kitchen demo, Figure 03 autonomously completed a 4-minute dishwasher loading and unloading task, even bumping drawers shut with its hip when its hands were full. Why it matters: Replacing tens of thousands of lines of fragile C++ code with end-to-end learned control is a massive step toward humanoids doing real household chores.

  7. Reach 39

    Columbia's new silicone robot face learns to lip-sync from YouTube

    Columbia Engineering researchers just built a flexible silicone robot face powered by 26 tiny motors that learned to lip-sync by watching YouTube videos instead of following rigid rules. After practicing its own facial mechanics in a mirror, its vision-to-action model beat five existing systems across 11 languages. Why it matters: Paired with ChatGPT, it could finally cure the stiff, uncanny lip-syncing that has plagued humanoids for years.

  8. Reach 39

    1X's new world model teaches humanoid bots to make toast

    1X just unveiled a physics-based world model that lets its Neo humanoid robot learn new tasks by watching internet videos and reading text prompts. While the bot isn't ready for complex chores like driving, it can already pull out an air fryer basket, put bread in a toaster, and give high fives without prior demonstrations. It marks an early step toward truly self-teaching home bots.

  9. Reach 49

    Waymo’s robotaxis freeze up in SF blackout

    Waymo just had to temporarily suspend its ride-hailing fleet after a massive San Francisco power outage left autonomous SUVs stranded across city streets. The blackout knocked out traffic lights and choked cellular bandwidth, leaving vehicles unable to reach human remote operators for guidance. The incident highlights how fragile autonomous fleets remain when the basic utility grid goes dark.

  10. Reach 31

    A robotic eyeball gives embodied AI the power to zoom and focus

    Researchers from Shanghai Jiao Tong University, CAS, and DUT just introduced EyeVLA, a biomimetic robotic eyeball for embodied AI. Unlike fixed cameras, it physically rotates and zooms in based on user instructions, turning movements into action tokens inside a vision-language model. This gives robots clear, fine-grained visual details across wide spaces without relying on expensive sensors.

  11. Reach 47

    Pixar's iconic hopping lamp comes to life as a desktop companion robot

    Interaction Labs just unveiled Ongo, an expressive desk lamp robot inspired by Pixar's famous mascot. With movement designed by an Oscar-nominated Toy Story writer, Ongo can see, talk, automatically adjust light, and track habits, kicking off pre-orders for its first 100 units.

  12. Reach 32

    Armstrong builds autonomous dishwashing robots for greasy kitchens

    Armstrong Robotics just raised $12 million to roll out autonomous dishwashing arms in commercial kitchens. The system pairs neural networks with custom-swappable fingers to grab slippery, butter-coated plates and pull silverware with magnets, running 24/7 without human babysitters. Tackling the messiest kitchen job first gives them a practical gateway toward fully automated back-of-house operations.

  13. Reach 34

    Amazon rolls out free robotaxi rides in San Francisco

    Amazon's Zoox just launched free robotaxi rides in San Francisco, letting waitlisted passengers hail its steering-wheel-free vehicles across select neighborhoods. The expansion comes three months after its Las Vegas debut, as Zoox waits on California regulatory approval to charge fares. Why it matters: Waymo finally faces a well-funded big-tech challenger in its own backyard.

  14. Reach 47

    MindOne puts an AI housekeeper brain into Unitree's G1

    Shenzhen startup MindOne Robotics just shared a viral demo showing a Unitree G1 humanoid tackling household chores like watering plants, wiping counters, and fetching packages. The company claims the entire video runs autonomously with zero teleoperation or speed-ups, sparking intense industry curiosity given humanoid robotics' notorious generalization hurdle.

  15. Reach 36

    Waymo robotaxis are finally hitting the highway

    Waymo just began rolling out freeway trips for its driverless robotaxis across Phoenix, San Francisco, and Los Angeles, while expanding service to San Jose International Airport. Freeway routing can cut travel times by up to 50%, with vehicles relying on redundant backup computers if hardware fails at high speeds. Why it matters: Mastering highways and airports is critical if Waymo wants to genuinely compete with Uber and turn a profit.

  16. Reach 34

    Anthropic put Claude to work training a robot dog

    Anthropic just tested how much Claude helps non-experts program quadruped robots to fetch a beach ball. The AI-assisted team finished shared tasks in half the time and made major strides toward full autonomy, mostly by breeze-walking through painful hardware and lidar sensor setups. The downside: Claude also made it easier for coders to get distracted by sprawling side quests.

  17. Reach 47

    Russia's first humanoid robot faceplants on debut

    Russia's first AI-powered humanoid robot, AIdol, just made its public debut in Moscow and immediately collapsed face-first onto the stage floor. Maker Idol blamed a calibration error in its balance algorithms. While the robot touts 77% domestic parts and a 19-motor silicone face, the viral stumble proves reliable bipedal balance is still brutally hard to nail.

  18. Reach 31

    Surgeon performs heart bypass from home via compact robot console

    SS Innovations just completed its first telesurgery using the compact SSi Mantra Tele Surgeon Console. The company's CEO remotely performed a robot-assisted coronary bypass from his New Delhi residence on a patient 185 miles away in Jaipur. Built as a self-contained chair, the system lets surgeons operate from a standard office without tying up an entire OR.

  19. Reach 69

    Amazon’s leaked blueprint to replace 600,000 workers with robots

    Leaked internal documents show Amazon is eyeing plans to automate up to 75% of its operations, leaning on "cobots" to avoid hiring up to 600,000 workers over the long haul and 160,000 by 2027. Amazon pushed back, calling the leak an incomplete look from a single team, but the document underscores how aggressively the company wants machines doing the heavy lifting.

  20. Reach 34

    UMD's rescue bots team up to triage disaster victims

    The University of Maryland's RoboScout team just demoed an AI-powered disaster response squad that pairs autonomous drones with Boston Dynamics robot dogs. Drones locate survivors, while a Spot robot uses an onboard LLM to talk to victims, check vitals, and beam triage data straight to medics' phones. It could be a lifesaver when patients drastically outnumber first responders.