> ## Content Index > Fetch the complete content index at: https://news.theresarobotforthat.com/llms.txt > Use this file to discover other available public pages before exploring further. # Toyota's 400,000-Robot Bet and the 2035 Reality Check - URL: https://news.theresarobotforthat.com/toyotas-400000-robot-bet-and-the-2035-reality-check/ - Published: 2026-09-21T10:30:53.000Z - Updated: 2026-09-21T10:30:54.000Z - Description: Robots brawl in a Shanghai cage match, Dongfeng's line-worker humanoid, a $100M physical-AI startup factory, and Norway's untouched-by-humans lettuce. - Author: Ulrich Baldauf - Tags: Newsletter ### The Big Number Toyota plans to put roughly 400,000 robots on its own and supplier assembly lines starting in 2028. ## Welcome back to your Robot Briefing This week the biggest robot news was not a new backflip or a faster gait. It was a training method: Toyota wants 400,000 machines that learn by watching the people already doing the job. The through-line across today's stories is the gap between hardware and autonomy. The bodies are ready to ship. The brains, the money and the standards are all still catching up, and that gap is exactly where an operator's buying decision lives. The 60-Second Read Toyota will spend up to $6.4 billion a year from 2028 on 400,000 factory robots, led by wheeled humanoids that learn from its veteran craftsmen. Spirit AI says humanoids will follow most spoken commands by mid-2027, but useful home robots stay years away. OpenAI is paying robotics engineers up to $500,000 as it starts building its own hardware. Barclays told investors the general-purpose humanoid wave is a 2035 story, not a 2030 one. News ### Toyota Bets 400,000 Robots on Watching Its Own Workers ![Statistical infographic detailing Toyota's 400,000 robot deployment by 2028. A donut chart shows 150,000 robots allocated to Toyota plants and 250,000 to suppliers, with supporting metrics highlighting 18,000 master craftsmen conducting 1,500 practice runs to train the machines.](https://res.cloudinary.com/duuood1js/image/upload/f_webp,q_auto/v1789957454/theresarobotforthat/C253-infographic-2026-09-21.png) Image Source: There's A Robot For That **Snapshot:** Toyota [plans to deploy](https://www.automotiveworld.com/news/toyota-plans-to-deploy-400000-factory-robots-from-2028/?ref=news.theresarobotforthat.com) about 400,000 robots across its own and supplier plants from 2028, spending as much as 1 trillion yen, about US$6.4 billion, a year to automate aging factories. Breakdown: Of the total, 150,000 units go into Toyota's own plants and 250,000 across group suppliers, phased in as factories are rebuilt. The flagship machine is a 50 kg wheeled humanoid named Eley that uses two-fingered hands and rolls on battery or cord power rather than walking, a reliability-first bet against the bipedal designs Tesla and Figure are chasing. Eley learns by demonstration: workers wear finger-shaped jigs modeled on the robot's hands while repeating tasks, and after 1,500 practice runs over two weeks the robot folded T-shirts with near-perfect accuracy. Toyota is anchoring the rollout to its 18,000 master craftsmen, the "takumi", across 60 plants, aiming to capture skills that took decades to build. **Takeaway:** The story is not the robot count, it is where the training data comes from. By generating its own demonstrations on the line, Toyota sidesteps the data shortage every humanoid maker keeps naming as the real blocker. The open question for buyers is whether observe-the-worker training travels to plants that do not have a bench of veteran experts to copy. News ### China's Spirit AI Says the Robot Brain Arrives in 2027 **Snapshot:** Spirit AI [expects](https://www.asiaone.com/china/chinese-robot-brain-startup-sees-chatgpt-style-breakthrough-soon-next-year?ref=news.theresarobotforthat.com) humanoids to handle most general-purpose tasks from spoken commands as soon as mid-2027, a GPT-3 style moment for robot brains, even as home-ready machines stay years off. Breakdown: Co-founder and chief scientist Gao Yang called the brain "the weakest link in the complete robotics stack", after a hardware wave that can already sprint, dance and backflip on command. The company's robots hit a 90% success rate on simple tasks in structured living-room settings, though Gao said entering real homes is far harder than factories. Tens of its Moz1 wheeled humanoids already run production lines at battery maker CATL and retailer JD.com, which is also an investor. The 300-person startup has raised more than US$670 million since launching in 2024. **Takeaway:** The bottleneck has moved from legs to language. The near-term window Gao names is commercial and industrial, not domestic, so the credible 2026 and 2027 deployments are structured tasks in known environments, not open-ended help around the house. Treat any home-robot pitch that promises otherwise as a research demo, not a product. ⏱️ The Compliance Clock 121 days until the EU Machinery Regulation becomes mandatory (Jan 20, 2027) Toyota's wheeled humanoids are built to share factory floors with people, and in Europe that puts them under the EU Machinery Regulation, the rulebook that replaces the old Machinery Directive for any machine placed on the EU market. It sets fresh requirements for equipment that works alongside humans, including risk assessment and technical documentation, before a unit can be sold or switched on. Any operator scoping a humanoid pilot for an EU site should treat that paperwork as part of the purchase, not an afterthought. [Read the full guide →](https://theresarobotforthat.com/blog/eu-machinery-regulation-2023-1230/?utm%5Fsource=newsletter&utm%5Fmedium=email&utm%5Fcampaign=compliance-clock) News ### OpenAI Will Pay Robotics Engineers Up To $500,000 **Snapshot:** OpenAI is [offering](https://www.businessinsider.com/openai-is-offering-robotics-engineers-up-to-500-000-in-salary-2026-9?ref=news.theresarobotforthat.com) robotics engineers base salaries as high as half a million dollars a year as it moves into building its own robot hardware, from actuators to full systems, alongside the software that runs them. Breakdown: The company now lists 27 robotics roles, up from 11 in May, spanning hardware, firmware, data collection and prototyping. Advertised base pay runs from $177,000 to $500,000 a year before equity. Open roles include actuator design engineers who build the motors in a robot's joints, plus a lab technician to build and test physical systems. The robotics effort is led by Aditya Ramesh and points toward general-purpose machines for both consumer and industrial use. **Takeaway:** The talent auction is the signal worth watching. When a frontier-model lab pays actuator engineers like senior researchers, it is wagering that the next moat is physical, and it tightens the same hiring market Toyota, Figure and every Chinese maker are drawing from. Scarce engineers, not scarce demand, may set the pace of this whole race. News ### Barclays Tells Buyers the Humanoid Wave Is a 2035 Story **Snapshot:** Barclays [argued](https://news.futunn.com/en/post/79500600/the-three-major-controversies-surrounding-humanoid-robots-when-will-large?ref=news.theresarobotforthat.com) in a September research note that fully autonomous general-purpose humanoids will not scale until around 2035, not the 2030 the market prices in, because the bottleneck is intelligence, not hardware. Breakdown: The first wave of physical AI, the bank said, most likely will not be humanoid at all, and the compute for it concentrates at the edge rather than in data centers. It pointed to specialized machines as the near-term winners: Amazon already runs more than a million non-humanoid robots in its warehouses. Purpose-built robotics is pulling the capital too, with Travis Kalanick's Atoms raising US$1.7 billion in July for industrial, mining and transport systems. The bank framed a humanoid's value as a multi-task platform that fits human spaces, a longer and harder payoff than single-purpose automation. **Takeaway:** This is the counterweight to a loud year. For a buyer, the planning horizon matters more than the demo. Budget specialized, single-task robots for returns in 2026 through 2028, and treat general-purpose humanoids as a pilot line item rather than a staffing plan. The wave is real, but it is scheduled for the next decade. ▶ Operator's Playbook Before you sign any humanoid pilot, make the vendor split the task list into three columns: fully autonomous, teleoperated, and pre-programmed. Then ask for the autonomous success rate measured in a space like yours, not a staged demo. Pair that with the unit's CE Declaration of Conformity and the safety standard it is certified against, so your compliance file exists before the robot arrives instead of after. [Get the Toolkit →](https://theresarobotforthat.com/safety-compliance-kit/?utm%5Fsource=newsletter&utm%5Fmedium=email&utm%5Fcampaign=playbook) ### Other Top Robot Stories **Humanoid robots** [fought in a cage match](https://www.aljazeera.com/video/newsfeed/2026/9/20/humanoid-robots-fight-in-cage-match-in-shanghai?ref=news.theresarobotforthat.com) in Shanghai's Ultimate Robot Knock-out Legend league, a bruising crowd-pleaser that doubled as an embodied-AI showcase. **Vantora** [raised $100 million](https://techcrunch.com/2026/09/18/a-startup-that-builds-other-startups-raised-100m-and-is-all-in-on-physical-ai/?ref=news.theresarobotforthat.com) to mass-produce physical-AI startups, a studio model betting the next wave is robots, not apps. **MISUMI Americas** [launched a $50 million fund](https://pulse2.com/misumi-americas-launches-50-million-venture-fund-to-back-robotics-physical-ai-and-advanced-hardware-startups/?ref=news.theresarobotforthat.com) to back robotics, physical AI and advanced-hardware startups. **Dongfeng** [will trial-produce](https://cnevpost.com/2026/09/20/dongfeng-trial-produce-humanoid-robots-year-end/?ref=news.theresarobotforthat.com) its Xiaodong humanoid by year-end, sending it into auto plants for sorting and quality checks and targeting human-level work by the end of 2027. **A Norwegian farm** [grows and packs lettuce](https://phys.org/news/2026-09-robots-package-lettuce-year-norway.html?ref=news.theresarobotforthat.com) with no human touch from seed to shelf, a fully automated vertical operation near Oslo run by Coop and Avisomo. **Hyundai Motor Group** [went recruiting](https://www.chosun.com/english/industry-en/2026/09/18/7NSRH65YXJGQZHWWSAOBHRE2L4/?ref=news.theresarobotforthat.com) in Silicon Valley for physical-AI talent as it pushes its Atlas humanoid program. Free for subscribers Deploying humanoids this year? Our Facility Readiness Checklist walks your site before the robot arrives, 77+ items, one complete toolkit module. [Get the free checklist →](https://theresarobotforthat.com/toolkit-free-sample/?utm%5Fsource=newsletter&utm%5Fmedium=email&utm%5Fcampaign=promo-strip) **🤖 Your robotics thought for today:** The flashiest robot demo and the most useful robot are rarely the same machine. This week the quiet winners were the ones learning a single task by watching someone who already does it well. Progress in robotics is starting to look less like a backflip and more like folding the thousandth shirt. Until Wednesday, Uli