Physical AI
Humanoids, embodied foundation models, and the sim-to-real gap — what crossed from research lab to factory floor this week.
2026-06-14
China's humanoid robot sector moves toward public markets: EngineAI, Unitree, and Linkerbot advance IPO filings as embodied AI scales
By June 14, 2026, EngineAI, Unitree, and Linkerbot were advancing IPO filings, marking China's humanoid-robot sector's shift from prototypes to public companies. EngineAI reportedly produces one humanoid every 15 minutes — industrial-scale output ahead of listing.
2026-06-13
Neura Robotics closes $1.4B Series C — the largest humanoid funding round ever — backed by NVIDIA, Amazon, and Qualcomm
Neura Robotics closed a $1.4B Series C on June 13, 2026 — NVIDIA, Amazon, Qualcomm, and the EIB invested at a $7B valuation, the largest humanoid-robotics round ever. Capital targets millions of cognitive robots by 2030 via Neuraverse.
2026-06-10
Wing and Walmart pass 1 million drone deliveries and expand to 7 new U.S. cities — the largest commercial drone delivery network in the world
Wing (Alphabet) and Walmart crossed 1 million commercial drone deliveries and expanded to 7 new U.S. cities on June 9–10, 2026. The partnership now targets 40 million Americans across 270-plus Walmart locations by 2027.
2026-06-09
Uber opens a London robotaxi waitlist with Wayve — and sets up the first true head-to-head fight with Waymo
Uber opened a UK interest list on June 8 for Wayve-powered robotaxi rides in London, debuting a branded Ford Mustang Mach-E. With Waymo already testing roughly 100 cars in the city, London is set to become the first head-to-head Uber-vs-Waymo robotaxi market.
2026-06-08
The bottleneck behind humanoid robots isn't hardware — it's data, and China is brute-forcing it with paid human video
A June 3 report details how JD.com and others are paying ordinary people $3/hour to film chores so humanoid robots can learn. The real physical-AI race is over training data, and the supply chain is getting industrialized.
2026-06-07
Boston Dynamics' Atlas Learns to Heave a Fridge: Whole-Body Control, Trained in Sim, Generalizes Past Its Load Limit
In mid-May 2026 Boston Dynamics published a technical blog plus videos showing its electric Atlas lifting and carrying heavy appliances using whole-body control rather than arms alone. The policy was trained almost entirely in simulation via reinforcement learning with domain
2026-06-07
WeRide, Uber and AVOMO bring robotaxis to Madrid — Spain's first commercial AV service
On June 2, 2026, WeRide, Uber and fleet operator AVOMO announced Spain's first commercial robotaxi pilot in the Region of Madrid — WeRide GXR vehicles hailed through the Uber app, launching later this year with safety operators before scaling to hundreds of cars and eventual
2026-06-06
NVIDIA and Unitree launch the Isaac GR00T reference humanoid (H2 Plus) for research
NVIDIA and Unitree unveiled the Isaac GR00T Reference Humanoid Robot — the Unitree H2 Plus: a ~6-ft, 150-lb, 75-DoF open platform with onboard Jetson Thor compute and the open GR00T VLA software stack, aimed at academic robotics research. Ships from Unitree in late 2026.
2026-05-29
Unitree debuts the GD01, billed as the world's first mass-produced manned mecha
Unitree unveiled the GD01: a 2.7-meter, ~500kg piloted mecha that transforms between bipedal and quadrupedal modes, priced from about 3.9 million yuan (~$574K–$650K).
2026-05-21
XPeng rolls first mass-produced L4 robotaxi off the line — 3,000 TOPS, in-house silicon
XPeng built the first mass-produced unit of its L4 robotaxi in Guangzhou (May 18). Built on the GX platform with four in-house Turing AI chips delivering 3,000 TOPS. Pilot ops H2 2026; fully driverless target early 2027.
2026-05-15
Robotaxi tracker — May 2026 critical statistics across Waymo, Tesla, Zoox
Cross-operator snapshot of who is actually shipping paid autonomous rides as of mid-May 2026: Waymo at 500K/week across 10 cities, Tesla Robotaxi scaling from <40 vehicles to 70+ Cybercabs at Giga Texas, Zoox at 350K+ riders since 2025 Vegas launch.
2026-05-13
Figure AI live-streams an 8-hour unbroken Helix-02 shift on a packaging line
Figure AI broadcast an unedited 8-hour livestream of humanoid robots running Helix-02 on package-sorting conveyors. Parallel deployment at BMW Spartanburg has now contributed to 30,000 cars.
2026-05-10
Fine-tuning vision-language-action models on a single DGX Spark — what works in May 2026
Pi-0.5, OpenVLA-2, and RT-2-Edge can all be LoRA-finetuned on a single DGX Spark (128 GB unified) with 100-300 demos. The 4-hour overnight run gives you a deployable robot policy.
2026-05-09
Mobile manipulation goes consumer — Stretch AI 3 ships at $19,500 with foundation-model brain
Hello Robot Stretch AI 3 ships May 2026 at $19,500 — first consumer-priced mobile manipulator with built-in VLA foundation model (Llama-Vision derivative). Targets eldercare, domestic, and small-format retail. Open API, ROS 2, and 4-hour battery.
2026-05-08
Tactile-augmented VLM agents — when robots can feel, the policy gets simpler
Three labs shipped tactile-augmented VLM policies in May 2026: GelSight Mini fingers + Llama-Vision integration cuts per-task data needs by ~60% on contact-rich manipulation. Cheap commodity tactile is now a credible add-on, not a research-only feature.
2026-05-03
Physical AI roundup — humanoid foundation models in 2026 Q2
Four humanoid foundation models shipped real-world demos in 2026 Q2: NVIDIA GR00T N2, Tesla Optimus Gen 3, Figure 03, and Physical Intelligence π0.5. The sim-to-real gap is closing — but only on dexterous tasks where teleoperation data is plentiful.
2026-05-02
World models for robotics — Cosmos, Genie 3, and V-JEPA-2 explained for builders
NVIDIA Cosmos, Google Genie 3, and Meta V-JEPA-2 each take a different bet on synthetic training data for embodied AI. Here is what each one is actually good for, and the open question of whether world models can replace teleoperation.
2026-04-30
Open-source humanoid hardware in 2026 — Unitree G1, K-Scale, 1X Neo Beta
A $16K commodity humanoid did not exist 18 months ago. Now Unitree G1 has shipped 12,000+ units to research labs, K-Scale Open Humanoid is fully open-hardware, and 1X Neo Beta is taking $20K consumer pre-orders. Here is what each platform is actually for.
2026-04-25
The teleoperation data engine — why ALOHA-2 and GELLO are the new training corpus
Embodied AI is bottlenecked on bimanual manipulation data. A $35K ALOHA-2 rig collects 50 hrs/day. A $300 GELLO rig is 100x cheaper but slower. Here is the operational reality of running a teleoperation farm in 2026.