Recent Articles
Deep dives, analysis, and practical guides from the robotics ecosystem.
261 articles found
China's Humanoid Tenders Tripled in September. The Market Still Isn't Real Yet.
China's government procurement of humanoid robots jumped 168% to US$39M in September, but shrinking average deal sizes reveal a market still dominated by training labs and demonstrations, not factories.
martti 4 min read
The Robot Skills Gap Isn't About Headcount. It's About Portability.
The robot skills gap gets described as a headcount shortage, but the real bottleneck is portability: FANUC, Universal Robots, ABB, and Yaskawa each run their own closed certification pipeline, and a technician trained on one vendor's equipment has almost nothing that transfers to a competitor's floor. The industry's own trade association quietly admitted the problem this year by launching its first vendor-neutral training course.
martti 4 min read
China's Humanoid Tenders Tripled in September. The Market Still Isn't Real Yet.
China's government procurement of humanoid robots jumped 168% to US$39M in September, but shrinking average deal sizes reveal a market still dominated by training labs and demonstrations, not factories.
martti 4 min read
Humanoid Robots' Missing Expense Line Is a Philippine Call Center
Humanoid robot makers are raising money as if autonomy is a solved problem, but their own disclosures and the history of Scale AI's Philippine data-labeling operation show how much of the job still runs on outsourced human labor. The Philippines' two-decade-old BPO industry, not a software breakthrough, is the infrastructure actually absorbing that gap.
martti 4 min read
The Missing Sense in Factory Automation Is Touch
Shadow Robot Company and Fraunhofer IFF launched a six-month project testing whether tactile-sensing dexterous hands can close the 10-20 percent gap in manufacturing tasks still done by hand, mounted on ordinary industrial arms rather than humanoids.
martti 4 min read
China Warned of a Robot Bubble. Shanghai Just Ordered 8,000 More.
China's National Development and Reform Commission warned in November 2025 that the country's humanoid robot sector had too many near-identical companies chasing an unproven market. A year later, Shanghai answered with a quota: 8,000 humanoid robots into local factories by 2028, regardless of whether factory operators had asked for them. For buyers outside China, the revenue rankings crediting Chinese manufacturers with global leadership increasingly measure procurement policy, not proven demand.
martti 4 min read
Plim Robotics Renamed Itself to Admit What Tesla Spent a Year Denying
Devanthro's October 8 rebrand to Plim Robotics puts a human-operated "step-in" mode front and center instead of hiding it, unlike 1X's quietly-disclosed NEO Expert Mode and Tesla's after-the-fact Optimus admissions. The real taxonomy question for AI robotics was never autonomous versus assisted; it's disclosed versus hidden.
martti 4 min read
Robotics Doesn't Have a ChatGPT-Moment Problem. It Has a Geography Problem.
Two former colleagues in Nvidia's robotics orbit are debating when robotics gets its 'ChatGPT moment.' Four unrelated events from the same week, a Micron earnings call, a Chinese technical standard, a Symbotic acquisition, and a Hong Kong training ground, suggest the debate itself is asking the wrong question.
martti 4 min read
Why Skild AI Taught a Robot Soccer Instead of a Warehouse Job
Skild AI used self-play, not human demonstrations, to train a humanoid robot to play soccer, testing whether robots can learn physical skills beyond what any human teacher could show them.
martti 4 min read
A Battery Startup, Not an AI Lab, May Decide Who Wins the Humanoid Race
Agility Robotics just picked Nyobolt to cut Digit 5's recharge time to nine minutes, following DJI and Boston Dynamics into the same race to kill robot downtime. The real competitive edge in humanoid robotics may belong to whoever solves the charger, not whoever trains the smartest model, and the vendor math behind the headline ratios still needs floor-tested proof.
martti 4 min read
Mobile Robotics Funding Concentrated in Fewer, Bigger Bets in 2026
A new CMRA industry report finds that 20 mega-rounds captured 93% of the roughly US$1.19 billion raised by mobile robotics companies through Q3 2026, with Hong Kong IPOs supplying 40% of all disclosed funding.
martti 4 min read
NVIDIA's US$250 Million UK Safety Pledge Isn't Cash. It's Five Years of NVIDIA's Own Compute.
NVIDIA's October 14 announcement of a US$250 million, five-year commitment to UK AI safety research is a compute donation, not cash, routed through NVIDIA's own Cloud Partners and reference tools to labs at Oxford, UCL, and Imperial College London whose work explicitly covers robotics and physical AI safety. This column argues that funding safety research with the donor's own infrastructure, rather than cash, creates a structural dependency that cash grants do not, and that no government has yet set a precedent requiring multi-vendor compute diversity before accepting this kind of in-kind AI safety donation.
martti 4 min read
NEURA Robotics Bets the Brain, Not the Body, Is the Real Robotics Product
NEURA Robotics has introduced Neuron AI, a multimodal foundation model fusing vision, touch, audio, robot state and memory across five robot embodiments, staking out a vertically integrated position in the global race to build a general-purpose physical AI brain, with a live test planned at NVIDIA GTC Berlin 2026.
martti 4 min read
D.R. Horton Just Signed a Deal to Build 1,250 Homes With Robots. It Won't Own One of Them.
America's largest homebuilder by volume, D.R. Horton, signed a multi-year deal with Canada's Promise Robotics on October 13 to build more than 1,250 homes through a Factory-as-a-Service platform, renting robotic production capacity instead of buying robots outright. This column argues that ownership-free model, echoed in warehouse robotics deals like 1X's EQT agreement, is the real business model physical AI is converging on, and traces the construction-labor economics and platform leverage behind it.
martti 4 min read
Why Investors Are Funding Physical AI's Infrastructure Layer
Two same-day funding rounds, Ubitium's US$14M for a universal physical AI processor and HyLight's EUR13M for autonomous inspection airships, point to a structural shift: sophisticated capital increasingly backing the enabling layer under physical AI rather than only the next humanoid or robot platform.
martti 4 min read
NEO Was Built to Live in Your House. 1X's Biggest Deal Yet Puts It in a Warehouse Instead.
A year after 1X Technologies opened preorders for its US$20,000 home humanoid NEO, the company's largest confirmed deployment commitment is not a living room: up to 10,000 units bound for the industrial portfolio companies of investor EQT. NEO's own product page shows teleoperated humans still fill the gaps behind its "autonomous by default" pitch, and this column argues the EQT deal is the clearest evidence yet that privacy, not battery life or dexterity, is what kept the home humanoid out of the home.
martti 4 min read
Agile Robots Brings 12 Exhibits to China's Industrial Expo in Shanghai
Agile Robots used the 26th China International Industrial Fair to show that its durable commercial position rests on industrial deployment and research infrastructure, not humanoid spectacle.
martti 4 min read
Physical AI's Most Convincing 2026 Business Case Wasn't a Humanoid. It Was a Robot That Climbs Navy Hulls.
Gecko Robotics, a Pittsburgh robot-inspection company, spent 2026 closing a run of unglamorous government contracts, a US$71 million Navy and GSA contract vehicle, a 20-site Trident Maritime shipyard-productivity deal, and an NVIDIA AI-safety partnership, on top of 2025's US$1.25 billion unicorn valuation and its US$100 million-plus NAES power-grid deal. This column argues that quiet, dollar-denominated pattern is a more convincing proof of physical AI's business model in 2026 than any humanoid demo reel, and asks what it means for utilities and shipyards outside the U.S. defense-industrial base.
martti 4 min read
Why a 99 Percent Success Rate Still Fails Most Robot Deployments
Dexterity, not locomotion or model size, is physical AI's real bottleneck in 2026, because per-action success rates compound across a workflow; ANYbotics, Agility Robotics and Starship Technologies show how matching a robot's capability to the minimum a job requires, and building recovery into the system, is what actually clears that math.
martti 4 min read
Embodied AI Doesn't Have Standards Yet. The Committee Writing Them Meets in Hangzhou This Week.
A UN telecom body's Focus Group on Embodied AI, chaired by China's CAICT with Huawei chairing its parent committee, holds its third plenary in Hangzhou this week to draft the first multilateral terminology and benchmarking standards for embodied AI robots, a process the English-language robotics press has barely covered and in which no major Western humanoid company appears on the documented participant list.
martti 4 min read
China's 'New Quality Productive Forces' Policy Subsidizes Robot Adoption
China's October 9 "New Quality Productive Forces" policy splits robotics into near-term and future-industry tracks, subsidizing both manufacturer R&D and buyer adoption while the NDRC warns against the same overbuilding that hit solar, battery, and EV sectors.
martti 4 min read
Physical AI's First Real Casualty Wasn't a Humanoid. It Was a Factory That Actually Worked.
Daedalus, a Karlsruhe startup founded by an early OpenAI robotics engineer, built real automated factories for paying customers and raised more than US$40 million from Y Combinator, Khosla Ventures, and NGP Capital, yet entered insolvency proceedings this month, while a Brooklyn warehouse robotics startup that licenses its AI instead of owning it raised a fresh US$50 million round in the same week.
martti 4 min read
Why Deployment Speed, Not Cleaning Power, Should Drive Your Robot Buy
Gausium argues that deployment friction, not cleaning performance, is the hidden cost line that determines whether a commercial cleaning robot rollout succeeds, a claim worth testing against any vendor's pitch.
martti 4 min read
AWS Calls It an Open-Source Robotics Toolchain. Nearly Every Engine Inside It Is NVIDIA's.
AWS, NVIDIA, and the startup Odyssey each staked out a different, incompatible bet this week on who should own the simulation layer that trains a robot before deployment, and AWS's own retreat from owning that layer outright, a year after shutting down RoboMaker, is the most telling signal of the three.
martti 4 min read
South Korea Funds Doosan's Bet on Cloud-Free Robot AI
South Korea is funding Doosan Robotics with roughly US$71 million to develop on-device AI chips for collaborative robots and a nuclear-grade AI welding system, betting the next cobot edge is network independence rather than cloud intelligence.
martti 4 min read
The Drone War's Scarcest Resource Isn't AI. It's a 106-Year-Old Shotgun Factory.
Federal Ammunition, Mossberg, and Palladyne AI are jointly building SwarmShot, a reusable counter-drone interceptor, but the deal reveals that mass-manufacturing capacity, not autonomy software, is now the scarcest resource in robotic warfare.
martti 4 min read
Amazon Killed Its Flagship Robot Arm. Its Warehouses Got More Automated Anyway.
Amazon shelved its ceiling-mounted Blue Jay robot arm and cut robotics-unit jobs in early 2026, then grew its fleet to one million robots on the strength of DeepFleet, a coordination AI, not a new machine. The lesson for buyers: fleet orchestration software and maintenance staffing matter more than a dexterous robot spec sheet.
martti 4 min read
Boston Dynamics' New CEO Has Never Shipped a Robot. Hyundai Is Betting That's Fine.
Boston Dynamics just named an Amazon AI veteran as CEO, following the same leadership pattern already used at Agility Robotics. Both bets assume the industry's hardest remaining problem is software, not the manufacturing targets these same companies have also signed up to hit.
martti 4 min read
Agility Robotics Promised Not to Weaponize Robots. It Never Promised to Stay Out of the War Room.
Agility Robotics' CEO has joined Project Meridian, a MITRE-run Department of War strategy initiative, while the company works through a US$2.5 billion SPAC merger with Churchill Capital Corp XI. Both moves are fully compliant with the 2022 industry pledge against weaponizing robots, because that pledge was written to cover one mechanism only, and says nothing about advisory roles, defense-adjacent revenue, or what a newly public company discloses about either.
martti 4 min read
Kawasaki Promised Autonomy by 2030. Its Own Roadmap Says 2040.
Kawasaki's own March roadmap puts full humanoid autonomy at 2040, yet October coverage says 2030. The same compression shows up at Tesla and Hyundai; only 1X is honest about how much of its robot is still human-operated.
martti 4 min read
Robotics' Rarest Deal Isn't a Funding Round. It's a Buyback.
AutoStore's cancelled treasury shares pushed its private equity backer THL over a 25 percent disclosure threshold this week, the kind of capital-return move almost no other robotics company can currently afford, and what that gap reveals about which parts of the industry already generate real cash.
martti 4 min read
POSCO Contract Tests a Robot on the Last Manual Gap
DGIST spin-off MFR won a POSCO award to place spacers between heavy plates, a shipping-yard task still done by people beside multi-ton loads.
jamie 9 min read
Teradyne and Elite Robots Settle, But the Cobot Patent War Isn't Over
Teradyne Robotics and Elite Robots quietly settled their German patent and copyright dispute on October 1, but the litigation strategy behind it, and a parallel suit against JAKA, reveals how Universal Robots is fighting cheaper Chinese cobot competition in court rather than on price.
martti 4 min read
A Humanoid Was Asked to Change a Light Bulb. NVIDIA's Flagship AI Tied a Robot Doing Nothing At All.
A new open benchmark called Fiatlux puts a Unitree G1 humanoid through climbing a ladder and replacing an overhead light bulb in one continuous episode. NVIDIA's flagship GR00T N1.7 model scored statistically the same as a policy that does nothing, and even expert human teleoperation could not complete the climbing subtasks, pointing to whole-body control, not AI reasoning, as the real bottleneck.
martti 4 min read
Japan Capped Its Restaurant Worker Visas. Then It Shipped the Robot.
Japan's Specified Skilled Worker quota for restaurant jobs is nearly capped at 50,000. Days after the government moved to pause new approvals, SoftBank Robotics and Bear Robotics launched a narrow-aisle delivery robot built for the same venues, and the timing says more about immigration policy than a demographic labor shortage.
martti 4 min read
China Unveils a Fully Domestic Electronic Nervous System for Robots
Dongtu Technology unveiled what it says is the first embodied robot running on a fully domestic electronic architecture, an operating system, bus and control stack that passed adversarial safety tests robots on conventional architectures reportedly failed.
Helios 4 min read
Japan's Robot Makers Are Paying a China Discount to Skip It
Fanuc, Yaskawa and Kawasaki are expanding US manufacturing and partnerships even though China remains roughly 20 percent cheaper to build in, betting that proximity to AI-driven capital spending matters more than unit cost for the next wave of orders.
martti 4 min read
Industrial Robots Hit Five Million Units as Humanoid Hype Outpaces Shipments
IFR's World Robotics 2026 report shows 5.08 million industrial robots now working in factories worldwide, while humanoid robots sold only about 7,000 units in 2025, a gap procurement teams should weigh before betting budget on humanoid pilots.
martti 4 min read
Korea Wants One Robot-Elevator Standard. The Elevator Industry Already Wrote Three.
South Korea's new special act promises a standardized way for robots to enter apartment buildings and call elevators, but Otis, KONE and Schindler already built three incompatible proprietary APIs for that exact handshake years earlier, and only Singapore has tried to write a neutral cross-manufacturer standard for it.
martti 4 min read
Robotics Keeps Calling Things Agentic. The One Real Test of the Word Just Failed.
A 123-round experiment in fully autonomous robot skill discovery never succeeded, exposing what NVIDIA's Isaac ROS 5.0 and Skild AI's S1 don't yet do despite both shipping under the same word: agentic.
martti 4 min read
China's Consumer Exoskeleton Market Splits Into Four Price Tiers
Haier, Toread and startups ULS Robotics, Chengtian Technology, RoboCT and Dnsys have priced consumer exoskeletons from US$352 to US$2,253, evidence that China's wearable-robot category has moved from trade-show novelty to a segmented retail market.
martti 4 min read
The Humanoid Race Is Four Different Bets Wearing One Name
HD Hyundai, Doosan, Hanwha and DOBOT face identical humanoid-robot pressure and answer with four incompatible strategies, exposing how little the label "humanoid company" actually tells a buyer.
martti 4 min read
Simate Claims It "Beat GPT-6" at Robotics. Its Own Leaderboard Says 27.96 Percent.
A three-month-old startup's claim to have "beaten GPT-6" on a robotics benchmark went viral unverified this week, while the benchmark's own published numbers show even the leaderboard-topping model still fails most real-world manipulation tasks against a 100 percent human baseline.
martti 4 min read
A Quadruped Just Got a Building Badge. Access Control Has No File For It.
ANYbotics' quadruped ANYmal just passed through secured doors at a GE Vernova power plant on its own digital access credential, via a pilot with dormakaba and LEGIC. The mechanics are a genuine safety win, but physical security has no equivalent of cybersecurity's "non-person entity" governance category for a badge holder that isn't a person, and the industry adopting this fastest has the least room for that accountability gap.
martti 4 min read
RealSense Just Proved Independence Is a Layover, Not a Destination
Cognex's US$500 million purchase of RealSense, just fourteen months after its Intel spinout, and the facial-authentication unit being spun out separately in the same deal, reveal what actually decides robot-perception M&A: who already owns the industrial sales channel, not who owns the sensor IP.
martti 4 min read
KAIST's RAIBO2 Triples the Endurance Ceiling for Legged Robots
A KAIST-built quadruped named RAIBO2 completed the Sangju Dried Persimmon Marathon on a single battery charge with no recharging or battery swap, and the September 24, 2026 Nature paper behind that run details a system-level co-design method that roughly triples prior quadruped range benchmarks and points to what sustained, energy-efficient legged locomotion means for inspection, patrol, and logistics robot buyers.
martti 4 min read
Open Source Is Becoming Robotics' Default Infrastructure
Intrinsic open-sourced its industrial robotics platform and Qualcomm agreed to acquire MoveIt maker PickNik while pledging to keep it open, a one-two punch at ROSCon 2026 that shifts the vendor lock-in math every robotics buyer runs.
martti 4 min readA US$637,000 Robot-Arm Line Beats a Cluster Count as a Supply-Chain Signal
Epson just registered a US$637,000 robot-arm line at its 31-year-old Batangas, Philippines plant, adding SCARA and six-axis production plus knock-down sub-assembly and spare parts to an existing 20,000-worker facility. The investment is tiny next to Cognex's US$500 million RealSense deal or China's provincial robot cluster counts, and that smallness is the actual signal: this is what a real, low-risk supply-chain diversification test looks like, versus a headline built for a press cycle.
martti 4 min read