https://robrief.com/enThe latest in robotics, explained clearly — for builders and the curious.enWed, 14 Oct 2026 12:00:00 GMThttps://robrief.com/en/articles/hesai-kosmo-3d-world-datahttps://robrief.com/en/articles/hesai-kosmo-3d-world-dataWed, 14 Oct 2026 13:00:00 GMTembodied-aiThe lidar maker launched Kosmo One (8K spatial camera) plus Kosmo World cloud, partnering with Galbot and Dexmal; a Dairy Queen scan cut modeling from ~300 hours to 15 minutes.https://robrief.com/en/articles/humanoid-factory-racehttps://robrief.com/en/articles/humanoid-factory-raceWed, 14 Oct 2026 13:00:00 GMThumanoidsIn one week Korea cleared 20 humanoids to work beside people, Shanghai set a goal of 8,000 factory humanoids by 2028, and UBTECH's 10,000-a-year plant came into focus. Here is what each move means.https://robrief.com/en/articles/neura-neuron-aihttps://robrief.com/en/articles/neura-neuron-aiWed, 14 Oct 2026 13:00:00 GMTembodied-aiNEURA Robotics launched Neuron AI, a 'perception-language-action' model that fuses 3D vision, touch, force, audio, robot state and language with memory, and will demo an 11-minute laundry task on its 4NE1 humanoid.https://robrief.com/en/articles/robros-korea-humanoid-sandboxhttps://robrief.com/en/articles/robros-korea-humanoid-sandboxWed, 14 Oct 2026 13:00:00 GMThumanoidsKorea's trade ministry exempted Robros from fence rules so 20 bipedal humanoids can clean chip parts, place car panels, stack ship scaffolding and move cold-chain boxes.https://robrief.com/en/articles/thailand-humanoid-parts-hubhttps://robrief.com/en/articles/thailand-humanoid-parts-hubWed, 14 Oct 2026 13:00:00 GMThands-hardwareThailand's Board of Investment approved five Chinese companies to make roller screws, actuators and structural parts for humanoids in the Eastern Economic Corridor, naming Tesla's Optimus as a target market.https://robrief.com/en/articles/abb-irb-1700https://robrief.com/en/articles/abb-irb-1700Tue, 13 Oct 2026 13:00:00 GMTindustrialABB debuted five IRB 1700 variants at CIIF Shanghai, including an IRB 1700ID with internal cabling, aimed at welding, machine tending, deburring and even AI server rack assembly.https://robrief.com/en/articles/astribot-149m-cable-drivenhttps://robrief.com/en/articles/astribot-149m-cable-drivenTue, 13 Oct 2026 13:00:00 GMTfundingShenzhen's Astribot closed an RMB 1 billion round at about RMB 15 billion valuation — its fourth raise in six months — to scale cable-driven S1 and T1 robots.https://robrief.com/en/articles/chaifu-five-ton-robothttps://robrief.com/en/articles/chaifu-five-ton-robotTue, 13 Oct 2026 13:00:00 GMTindustrialShanghai Chaifu Robotics showed a robot rated for 5,000.36 kg that lifted a whole car, topping FANUC's 2,300 kg record. Its value depends on reliability in heavy industry.https://robrief.com/en/articles/galbot-passage-clutter-traversalhttps://robrief.com/en/articles/galbot-passage-clutter-traversalTue, 13 Oct 2026 13:00:00 GMThumanoidsOn a Unitree G1, Galbot's planner–tracker stack finished 50 unseen physical layouts without falls; 45 were contact-free. Destination success in sim was 98.67% — contact-free 70.3%.https://robrief.com/en/articles/korea-site-tailored-robotshttps://robrief.com/en/articles/korea-site-tailored-robotsTue, 13 Oct 2026 13:00:00 GMTindustrialWhile humanoids grab headlines, Kore, Didin and Kalman are shipping task-specific machines into construction sites, shipyards and nuclear plants — with Oct 2026 deployments already lined up.https://robrief.com/en/articles/physical-intelligence-pi-api-betahttps://robrief.com/en/articles/physical-intelligence-pi-api-betaTue, 13 Oct 2026 13:00:00 GMTembodied-aiThe Pi API beta lets robot builders upload data, fine-tune π0/π0.5 on Pi's infrastructure and run the result through hosted inference.https://robrief.com/en/articles/promise-robotics-dr-hortonhttps://robrief.com/en/articles/promise-robotics-dr-hortonTue, 13 Oct 2026 13:00:00 GMTindustrialToronto's Promise Robotics will use its Factory-as-a-Service microfactories, running KUKA arms and domain-specific AI, to produce home components for America's largest homebuilder.https://robrief.com/en/articles/ubitium-14m-physical-ai-processorhttps://robrief.com/en/articles/ubitium-14m-physical-ai-processorTue, 13 Oct 2026 13:00:00 GMTfundingThe Düsseldorf startup's reconfigurable RISC-V processor aims to replace the DSP + NPU + CPU stack in robots and drones. Its first chip, UB108, works; the commercial UB410 is due in 2027.https://robrief.com/en/articles/unitree-g1-plus-japan-unifolmhttps://robrief.com/en/articles/unitree-g1-plus-japan-unifolmTue, 13 Oct 2026 13:00:00 GMThumanoidsGMO AIR began Japanese pre-orders for the G1+ on Oct 13: a neck, stronger motors, 3D LiDAR and voice interaction. Founder Wang Xingxing now sees an embodied-AI tipping point in 1–2 years.https://robrief.com/en/articles/orsted-skyports-cargo-droneshttps://robrief.com/en/articles/orsted-skyports-cargo-dronesSat, 10 Oct 2026 13:00:00 GMTautonomy-logisticsA four-week Hornsea 2 trial used automated hook pickup to move maintenance packs ~4 km beyond visual line of sight — cutting vessel lifts before techs arrive.https://robrief.com/en/articles/1x-neo-home-beta-trialhttps://robrief.com/en/articles/1x-neo-home-beta-trialFri, 09 Oct 2026 13:00:00 GMThumanoidsA three-month trial with selected households will test whether the $20,000 NEO can do chores safely and reliably before customer deliveries.https://robrief.com/en/articles/byd-humanoid-design-patenthttps://robrief.com/en/articles/byd-humanoid-design-patentFri, 09 Oct 2026 13:00:00 GMThumanoidsChina's IP office published BYD's embodied-intelligent-robot design patent on Oct 9, 2026 — a bipedal look aimed at service, education and industry — but the company has still not formally unveiled the product.https://robrief.com/en/articles/danu-robotics-hero-recyclinghttps://robrief.com/en/articles/danu-robotics-hero-recyclingFri, 09 Oct 2026 13:00:00 GMTfundingEdinburgh's Danu is commercializing H.E.R.O. with a pincer claw and continuous AI updates, citing $500k in contracts and a 200+ customer pipeline while raising a $5M late-seed.https://robrief.com/en/articles/ultra-62m-warehouse-pihttps://robrief.com/en/articles/ultra-62m-warehouse-piFri, 09 Oct 2026 13:00:00 GMTfundingBrooklyn's Ultra closed a $50M Series A (Framework Ventures) plus earlier seed for $62M total, leasing OP1 packers while Physical Intelligence supplies the AI.https://robrief.com/en/articles/aws-physical-ai-toolchainhttps://robrief.com/en/articles/aws-physical-ai-toolchainThu, 08 Oct 2026 13:00:00 GMTembodied-aiOn Oct 8, 2026 AWS launched an open-source Physical AI Toolchain that stitches synthetic data, SageMaker training, simulation and edge deploy — with NVIDIA Isaac and Cosmos in the mix — after RoboMaker's 2025 shutdown.https://robrief.com/en/articles/mecka-60m-series-bhttps://robrief.com/en/articles/mecka-60m-series-bWed, 07 Oct 2026 13:00:00 GMTfundingSequoia led Mecka's $60M Series B with NVIDIA, Microsoft's M12, Qualcomm Ventures and Samsung; the startup captures human demonstration data and says it passed $100M run-rate revenue in June 2026.https://robrief.com/en/articles/teradyne-elite-robots-settlementhttps://robrief.com/en/articles/teradyne-elite-robots-settlementWed, 07 Oct 2026 13:00:00 GMTindustrialUniversal Robots' parent and Chinese cobot maker Elite Robots ended their German copyright case with undisclosed terms and no admission of liability. A separate patent suit against JAKA is ongoing.https://robrief.com/en/articles/agility-digit-5-cooperative-safetyhttps://robrief.com/en/articles/agility-digit-5-cooperative-safetyTue, 06 Oct 2026 13:00:00 GMThumanoidsAgility Robotics' fifth-generation humanoid adds human detection and an independent safety controller, backed by $300M+ in conditional orders; early access in H1 2027.https://robrief.com/en/articles/minerva-humanoids-10mhttps://robrief.com/en/articles/minerva-humanoids-10mTue, 06 Oct 2026 13:00:00 GMThumanoidsGeneral Catalyst led Minerva Humanoids' ~$10M pre-seed for Roger, a semi-autonomous humanoid aimed at oil & gas and EOD; founders include ex-Tesla Optimus and Boston Dynamics Stretch talent.https://robrief.com/en/articles/multiply-labs-75m-series-bhttps://robrief.com/en/articles/multiply-labs-75m-series-bTue, 06 Oct 2026 13:00:00 GMTfundingNantWorks led a $75M Series B for Multiply Labs; AstraZeneca and Teradyne joined as the San Francisco physical-AI company scales cell-and-gene and biologics manufacturing robots.https://robrief.com/en/articles/robco-unicornhttps://robrief.com/en/articles/robco-unicornMon, 05 Oct 2026 13:00:00 GMTfundingThe Munich-founded industrial robotics startup doubled its valuation since January in a deal mostly made of employee share sales, backed by Sequoia, Lightspeed and others, as it expands in the U.S.https://robrief.com/en/articles/safeworld-12m-robot-safetyhttps://robrief.com/en/articles/safeworld-12m-robot-safetyMon, 05 Oct 2026 13:00:00 GMTfundingA Carnegie Mellon spin-out co-led by Shine Capital and a16z Speedrun runs thousands of simulated edge cases with reactive human models and issues third-party safety reports.https://robrief.com/en/articles/teradyne-bright-machines-ai-infrahttps://robrief.com/en/articles/teradyne-bright-machines-ai-infraMon, 05 Oct 2026 13:00:00 GMTindustrialOn Oct 5, 2026 Teradyne announced a strategic investment and collaboration with Bright Machines to combine UR cobots, board test and software-defined microfactories for AI data-center hardware.https://robrief.com/en/articles/tesla-cybercab-vs-waymohttps://robrief.com/en/articles/tesla-cybercab-vs-waymoSun, 04 Oct 2026 13:00:00 GMTautonomy-logisticsTesla's Austin Cybercab fleet grew quickly after its Sept. 3 launch, but Waymo runs 4,000+ driverless cars in 15 U.S. markets and 500,000+ paid rides a week. Here's what separates them.https://robrief.com/en/articles/vela-spline-vlahttps://robrief.com/en/articles/vela-spline-vlaSun, 04 Oct 2026 13:00:00 GMTembodied-aiA Fudan/CUHK team's Vela model outputs spline curves with an adaptive time horizon, beating π0.5 on LIBERO-X and EBench and on real egg-cake cooking and potato-shredding tasks.https://robrief.com/en/articles/hitachi-fanuc-physical-aihttps://robrief.com/en/articles/hitachi-fanuc-physical-aiFri, 02 Oct 2026 13:00:00 GMTindustrialThe Japanese giants will validate Physical AI inside Hitachi factories — picking, shape-varying parts, changeovers — then sell jointly from fiscal 2027, as industrial vendors race to productize the buzzword.https://robrief.com/en/articles/boston-dynamics-atlas-new-handhttps://robrief.com/en/articles/boston-dynamics-atlas-new-handThu, 01 Oct 2026 13:00:00 GMThands-hardwareAtlas's new hand has 13 degrees of freedom, no pinkie and direct-drive joints designed for sim-to-real training, as Hyundai starts training Atlas in Georgia and Rohit Prasad becomes CEO.https://robrief.com/en/articles/dh-robotics-adh-5-13https://robrief.com/en/articles/dh-robotics-adh-5-13Wed, 30 Sep 2026 13:00:00 GMThands-hardwareThe 735 g ADH-5-13 has 13 active degrees of freedom, fingertip tactile sensing, ±0.2 mm repeatability and modules that can be replaced without taking the hand apart.https://robrief.com/en/articles/sharpa-iros-tactilehttps://robrief.com/en/articles/sharpa-iros-tactileMon, 28 Sep 2026 13:00:00 GMThands-hardwareSharpa launched D01, a dexterous robot with body-wide electronic skin, W02, a hand about 30% smaller than its predecessor with 21 active degrees of freedom, and AE01, a 22-encoder haptic glove for teleoperation data.https://robrief.com/en/articles/waymo-austin-freeway-uberhttps://robrief.com/en/articles/waymo-austin-freeway-uberThu, 24 Sep 2026 13:00:00 GMTautonomy-logisticsWaymo is gradually routing some Austin Uber trips onto freeways after testing fully driverless freeway operation there since February 2026. It already offers freeway rides in four other cities.https://robrief.com/en/articles/skild-physical-self-playhttps://robrief.com/en/articles/skild-physical-self-playWed, 23 Sep 2026 13:00:00 GMTembodied-aiAfter launching S1 — a robotics foundation model that copies a single video demo without fine-tuning — Skild showed Physical Self-Play: the same base policy trained against itself in Isaac Sim, then transferred to a humanoid.https://robrief.com/en/articles/figure-helix-2-5-30-homeshttps://robrief.com/en/articles/figure-helix-2-5-30-homesThu, 17 Sep 2026 13:00:00 GMThumanoidsFigure says its humanoid tidied rooms, folded towels and made beds in 30 unseen Bay Area homes with zero local data, backed by a $3.5B compute deal with Nscale.https://robrief.com/en/articles/psyonic-ability-hand-ur-gen7https://robrief.com/en/articles/psyonic-ability-hand-ur-gen7Tue, 15 Sep 2026 13:00:00 GMThands-hardwarePSYONIC and Universal Robots integrated the six-motor, 30-sensor Ability Hand with UR's new g-Series arms and PolyScope X, programmable from the teach pendant.https://robrief.com/en/articles/apptronik-robot-park-apollo-2https://robrief.com/en/articles/apptronik-robot-park-apollo-2Tue, 30 Jun 2026 13:00:00 GMThumanoidsThe Austin humanoid firm expanded its ~90,000 sq ft training hub and wheeled/bipedal Apollo 2 platforms with Google DeepMind, Mercedes-Benz and GXO sites feeding the commercial Apollo 3.