Robotics, briefed.

The 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.

NEURA 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.

Korea'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.

Thailand'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.

ABB 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.

Shenzhen'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.

Shanghai 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.

On 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%.

While 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.

The Pi API beta lets robot builders upload data, fine-tune π0/π0.5 on Pi's infrastructure and run the result through hosted inference.

Toronto'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.

The 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.

GMO 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.

A 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.

A three-month trial with selected households will test whether the $20,000 NEO can do chores safely and reliably before customer deliveries.

China'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.

Edinburgh'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.

Brooklyn's Ultra closed a $50M Series A (Framework Ventures) plus earlier seed for $62M total, leasing OP1 packers while Physical Intelligence supplies the AI.

On 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.

Sequoia 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.

Universal 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.

Agility Robotics' fifth-generation humanoid adds human detection and an independent safety controller, backed by $300M+ in conditional orders; early access in H1 2027.

General 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.

NantWorks 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.

The 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.

A 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.

On 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.

Tesla'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.

A 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.

The 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.

Atlas'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.

The 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.

Sharpa 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.

Waymo 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.

After 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.

Figure 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.

PSYONIC 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.

The 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.