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Waymo

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Headlines · 7

  1. PKU, VGI Labs and UC Merced unveil DynStream for pose-free streaming 4D reconstruction

    A team from Peking University's Wang Xuan Institute of Computer Technology, VGI Labs and UC Merced has proposed DynStream, an online streaming 4D Gaussian feed-forward reconstruction framework. It takes an RGB online video stream with no camera poses and feed-forward outputs a camera trajectory plus a continuously updated, renderable dynamic scene representation: video is processed in temporal chunks, local reconstructions are merged into a shared world frame using predicted relative poses and a per-chunk scale factor, and Gaussians are split into static and dynamic by a predicted dynamic probability. The authors report better rendering metrics than feed-forward baselines such as AnySplat, MVSplat and NeoVerse across five datasets including Waymo and SpatialVID, and a Sim(3) ATE reduced from hundreds of meters to 40 m on 11 KITTI sequences totaling 23,201 frames and up to 5 km long. These figures are author-reported and no independent replication is provided.

    机器之心 · 🔥 8
  2. Waymo expands robotaxis to Canada, targeting Toronto rides in 2028

    Waymo said it will bring its autonomous ride service outside the US for the first time, with rides bookable in the Toronto area app in 2028, starting with a limited number of its mainstay Jaguar I-Pace electric SUVs and adding more over time. In the coming days, human-driven Waymo cars will map local street networks and acclimate the autonomous technology to Toronto traffic patterns, with testing in neighborhoods including Liberty Village, St. Lawrence Market and Yorkdale. Waymo says it has built a sixth-generation Waymo Driver system for diverse environments including Toronto's extreme winter weather, and is partnering with Toronto-based Element Fleet Management for vehicle maintenance, validation driving and customer service.

    CNET · 🔥 0
  3. Industrial Next unveils AI robot stations it says retool in minutes, partners with BMW

    At the Startup Battlefield stage at TechCrunch Disrupt 2026, San Francisco startup Industrial Next presented self-contained robotic stations powered by proprietary foundation models that connect vision, task context and motion — which the company says lets a production line be retooled in minutes rather than weeks without traditional programming. The company announced it is partnering with BMW Group Technology Office to evaluate its AI-powered dexterous manipulation for manufacturing. Industrial Next says some of its workstations are already used to build a popular smartphone, handling tasks such as threading a delicate flex cable and snapping a tiny connector cap into place, and that a "film peeling" station strips protective film off camera modules and buttons at or above human speed with 100% accuracy even when moved to an unseen phone model and line. Founders Lukas Pankau and Allen Pan, both former Tesla employees, said the robots are taught through simulation and demonstration in a high-fidelity virtual environment rather than hard-coded scripts.

    TechCrunch AI · 🔥 0
  4. NHTSA reviews Tesla robotaxi school-zone speeding claim

    NHTSA has opened a defect petition review into claims that Tesla robotaxis exceeded posted speed limits in active school zones, covering roughly 1,000 vehicles with no reported crashes, injuries or fatalities. The petition, received 23 September and opened for review 9 October, covers 2026 model year Robotaxi, Model Y and Cybercab vehicles and supplied three video links as evidence, according to Business Insider. Those are the same 1,000 vehicles already under a separate NHTSA inquiry into how Tesla certified the Cybercab, which has no steering wheel, pedals or mirrors and which the company signed off itself; neither matter is yet a full investigation and no deadline has been set. Speeding also blocks Tesla's bid for EU-wide approval of its driver-assistance software: Germany wants the system held to 10% above the limit, the Dutch-approved version reportedly permits up to 50% over the detected limit, and France and Sweden have raised concerns, with the October vote not held and December now the earliest.

    The Next Web · 🔥 0
  5. Physical AI's hype vs. reality: inside Yaskawa's data-driven robot factory

    A Nikkei Chinese column visits Yaskawa Electric's new factory, opened in July at its Kitakyushu head-office campus in Kurosaki, describing it as possibly Japan's first true "physical AI" factory: it runs with roughly half the workers of a conventional plant and, instead of a conveyor line, uses AI-equipped robots working in cell-sized (about 7.29 sq m) stations to assemble high-performance motors and robots, with robots able to detect errors and rework on their own and unmanned operation seen as a future possibility. The article says the key is linking robots to factory information systems to continuously collect production data — a "data factory" that makes the AI smarter. Chairman and president Hiroshi Ogasawara is skeptical of near-term rollouts, citing two obstacles: robotic hands (human fingers have 27 bones and 37 muscles, with sensor and actuator costs still limiting) and data consolidation — deduplication and unified identifiers across departments and factories took Yaskawa eight years, originally to compete with Chinese manufacturers' costs rather than for AI.

    36氪 人工智能 · 🔥 0
  6. Kleiner Perkins: AI still early, bullish on physical AI

    On Bloomberg Tech, Kleiner Perkins partner Ilya Fushman said AI is still in the early stages of reshaping the economy, with opportunities spanning frontier-model companies such as Anthropic, consumer agents, autonomous vehicles and robotics. He said the firm sees "physical AI" as a potential source of the next trillion-dollar companies, and that he is increasingly optimistic about both the IPO and M&A markets. These are the investor's own views; no deal sizes or timelines were given.

    Bloomberg Technology · 🔥 0
  7. Robotaxi's second half: solo tech plays give way to ecosystem alliances

    An industry analysis republished by TMTPost (orig. Keji Xinzhi) argues that in 2026 Robotaxi competition has shifted from benchmark specs and test mileage to resource integration: Hello is putting a new $100M round into compute clusters and autonomous-driving models; DiDi partnered with GAC Aion on the Robotaxi R2, with DiDi handling tech and operations and Aion building the vehicles; T3 Mobility teamed with SenseAuto on cockpit-driving integration; Apollo Go is running public-road tests in London via Uber and Lyft; and Cao Cao Mobility is leaning on Geely's supply chain for its RoboX fleet. Abroad, the piece says Waymo struck a strategic partnership with Geely and will import Chinese vehicles despite a 127.5% tariff, while Tesla bets on the hardware-stripped Cybercab.

    钛媒体 · 🔥 0

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