Atlas sorts factory roof racks, but basic household tasks remain beyond it

Atlas sorts factory roof racks, but basic household tasks remain beyond it

2 min read•Oct 18, 2026•
Maya Patel
Maya Patel

Boston Dynamics’ Atlas is sorting roof racks autonomously at Hyundai’s plant, in a shift toward factory work first reported by Therobotreport. But Atlas still cannot handle basic home tasks such as getting dressed or pouring a cup of coffee and carrying it around the house, and it could be several years before it joins Hyundai’s team permanently.

Atlas learns tasks through human demonstrations and machine learning. A virtual-reality operator guides its hand and arm movements step by step, producing data used to train its AI models. Engineers also trained more than 4,000 digital Atlases for six hours in simulation, with challenges such as slippery floors, bending and stiff joints.

The approach puts more weight on demonstrations and machine learning than on manually written algorithms. The next-generation Atlas is all-electric and runs on NVIDIA chips.

Hyundai’s auto plant has more than 1,000 robots working alongside nearly 1,500 people. Boston Dynamics’ quadruped Spot conducts quality checks there, as well as safety checks and industrial inspections at hundreds of facilities around the world.

The contrast is stark: Atlas can perform an autonomous assembly-line task, while ordinary household routines remain beyond its reach. Robots still need to be built, trained and maintained. Goldman Sachs predicts the humanoid robot market will reach $38 billion within a decade.

Plug-in vehicles reach 32% of global registrations in September

Plug-in vehicles reached 32% of global registrations in September, first reported by Cleantechnica. Battery-electric vehicles accounted for 23% of registrations and set a record at 1.54 million, up 8% year over year, while plug-in hybrids fell 9%; year to date in 2026, BEVs were up 12% and PHEVs down 10%.

Global plug-in registrations rose 3% year over year to around 2.16 million in September, close to the all-time record of 2.17 million set last December.

Year to date, plug-in registrations were up 4% year over year: BEVs grew 12%, while PHEVs fell 10%. Their combined share for 2026 stood at 25%, with BEVs at 18% and PHEVs at 7%. The overall growth rate therefore hides a clear split between the two categories.

The Tesla Model Y led the model rankings with a record 165,000 registrations, up 17% year over year. Tesla Model 3 came second with 65,000, enough to move ahead of Geely Xingyuan and BYD Song despite a 4% annual decline.

BYD Song finished fourth at 54,519 registrations, up 19% and the fastest growth rate among the top five. An export push and the new-generation Ultra body helped lift the model.

At the make level, Tesla had a record 232,000 registrations, up 9% year over year. Toyota reached 61,332 for its fourth record in a row, finishing ahead of Volkswagen’s year-best 58,000 to become September’s best-selling legacy make.