We've had robotic arms, motors, and precise hands for decades. But robots could only do tasks that were "programmed exactly," inside a cage — move a part two centimeters and they're stuck. This node is about the "brain software" — the AI model that takes camera images plus human-language commands and drives the muscles (motors) on its own. It's the piece that was always missing, the bottleneck that kept robots from going from "factory machine" to "worker who can do anything" for nearly a century.
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Why is Robotics AI & Embodiment Software moving?
Q2 2026
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Nvidia and robotaxi deals drive robotics AI higher, bubble warnings grow
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Nvidia expands physical AI push Nvidia rolled out new robotics tools (XR AI, Halos software, IGX Thor chips) and Korean humanoid partnerships, reinforcing its lead in the chips and software that power robots.
This is the core new force behind the theme's gains this month.
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Robotaxi software scales toward mass deployment Wayve, Stellantis, Uber and Nissan are pushing Level 4 self-driving software (cars that drive themselves in set areas) toward wide commercial use, a big step for real-world robot intelligence.
It shows robotaxi software moving from tests to mass deployment, a key demand driver.
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Hardware base strengthened by Intel, Google, Onsemi Intel held foundry talks, Google and Onsemi advanced chip supply, including Onsemi's $7B Synaptics deal, giving robotics AI a stronger hardware foundation.
It highlights new supply-side support for robotics AI computing.
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Bubble warnings and weak earnings raise risk KB Securities warned of a robotics stock bubble and the BIS flagged overextended AI valuations; many robotics AI firms still lack near-term earnings, leaving the theme exposed to a market downturn.
It is the main counterweight to the month's strong gains.
Latest
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Chip giants buy robot-brain software as cost reality bites
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AMD and Qualcomm buy robot-brain software AMD agreed to buy World Labs, a spatial-intelligence startup led by Fei-Fei Li, for $8.2 billion in stock, and Qualcomm acquired robotics software firm PickNik. Chipmakers are buying the software layer that lets robots see, simulate and plan, deepening the brain supply chain and validating the theme.
Two large acquisitions show chip leaders racing to own robot software, a structural positive for the theme.
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Nvidia adds robot safety software, edge AI chips raise cash Nvidia launched an open platform to keep autonomous AI agents within set limits, pitched across robotics, and SiMa.ai raised $150 million at a $1.45 billion valuation for on-device physical-AI chips. Both strengthen the software and chip layer robots need to run safely and cheaply.
Safety software and fresh on-device chip funding expand the infrastructure the theme depends on.
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Robot vision and safety firms scale, one heads to Nasdaq Inbolt raised $12.5 million to expand its real-time 3D robot vision to the US, APAC and data centers, with software already on 200-plus robots in over 100 factories. FORT Robotics filed to go public via SPAC, creating the first listed pure-play safety layer for physical AI.
Real deployments and a public listing show the robot software layer is becoming a commercial, investable business.
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Anthropic study: robots cost-competitive for just 0.3% of US work Anthropic found robots can already do about three-quarters of physical job tasks but undercut human pay for only 0.3% of US work, and would need roughly 40 years to reach 10%. This is a real counterweight to bullish humanoid forecasts, warning adoption may be far slower than hype suggests.
It directly challenges the demand timeline that underpins the whole theme.
Q3 2026
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Robotics AI gains on funding and deals, but adoption and cost risks grow
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Government and corporate funding surge Japan and South Korea backed robotics AI, while PsiBot, Walden, and Generalist raised billions, including Generalist's $3B. Toyota plans 400,000 humanoid robots by 2028, signaling long-term corporate commitment.
This shows the capital and strategic backing that fueled the sector's momentum in Q3.
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Chip, cloud, and robotaxi partnerships expand Intel-Tesla-SpaceX and Nvidia-Japan chip/cloud deals strengthened infrastructure. Uber-Wayve and Uber-Rivian expanded robotaxi software, while AMD-World Labs and Qualcomm-PickNik consolidated the field.
These deals represent the technological and commercial scaling that drove the theme forward.
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Financial and operational pressures mount Alphabet's free cash flow turned negative and Jingyan's profit fell 83%, showing margin strain. Geopolitical tensions, talent restrictions, chip bottlenecks, and a projected 15 GW power shortage threaten growth.
These are the key headwinds that emerged to challenge the sector's strong momentum.
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Adoption may be far slower than expected An Anthropic study found robots cost-competitive for only 0.3% of US work, suggesting adoption could take ~40 years—far slower than bullish forecasts, a reality check for investors.
This directly questions the speed of real-world adoption, a critical driver of long-term value.
News & notes movingRobotics AI & Embodiment Software
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Robotics AI & Embodiment Software▲impact 4
Cross-Industry Alliances Form Around Physical AI, Government Backs with Over 380 Billion Yen
Movements to form corporate alliances across different industries are gathering pace, centered on physical AI, in which robots and automobiles move autonomously through artificial intelligence. Five companies including the herbal medicine maker Tsumura and the machinery trading firm Yamazen have recently opened a data collection center for physical AI in Narashino City, Chiba Prefecture, where up to 40 robots will repeatedly perform tasks to train robots capable of acting autonomously. Kawasaki Heavy Industries, Fanuc, and Yaskawa Electric, Japan's three major robot makers, are partnering with Fujitsu and the American company Nvidia, while about 20 companies including Kyocera, Kobe Steel, and the software developer Alm are pooling data and expertise with the aim of automating the processing techniques of skilled engineers. Noetra, in which 44 companies including SoftBank and NEC participate, is independently developing an AI foundation model that will serve as the brain of physical AI, aiming for practical application in fiscal 2030, and the government has decided to provide more than 380 billion yen in support for the project this fiscal year.
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
Robotics & Physical AI › Industrial Automation & Cobots ▲Technology
6954.JP · Technology · Positive Fanuc is one of Japan's three major robot makers partnering with Fujitsu and Nvidia on physical AI robotics development.
6506.JP · Technology · Positive Yaskawa Electric is one of Japan's three major robot makers partnering with Fujitsu and Nvidia on physical AI robotics.
7012.JP · Technology · Positive Kawasaki Heavy Industries is partnering with Fujitsu and Nvidia as one of the three major robot makers advancing physical AI.
NVDA · Technology · Positive Nvidia is named as a partner of Kawasaki, Fanuc and Yaskawa in the physical AI robot alliance.
6701.JP · Technology · Positive NEC is among the 44 companies in Noetra developing the physical AI foundation model, with government funding of over 380 billion yen.
6702.JP · Technology · Positive Fujitsu is partnering with the three major robot makers and Nvidia on physical AI development.
Innodata Opens New Jersey Motion-Capture Lab for Physical AI
Innodata Inc. has opened a motion-capture research and development laboratory in New Jersey aimed at training humanoids, industrial robots and other physical AI systems. Developed with Vicon, the facility uses high-precision infrared optical tracking cameras capable of measuring movement at sub-millimeter accuracy, capturing 3D movement directly rather than inferring it from 2D video. Customers can purchase off-the-shelf motion-capture datasets, commission customized projects or send robots to the lab for independent performance testing, and Innodata can also provide external validation of robots' internal telemetry. The move builds on Innodata's earlier robotics initiatives, including successful egocentric data-collection pilots with leading robotics companies during the second quarter, when revenues rose 58% year over year to $92.1 million and adjusted EBITDA increased 92% to $25.4 million. Innodata also reiterated its expectation for at least 40% revenue growth in 2026, though the company said the pace at which pilot projects convert into large commercial programs will be critical.
Robotics & Physical AI › Humanoid Robots ▲Technology
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
INOD · Demand · Positive Customers can buy off-the-shelf motion-capture datasets, commission custom projects, or send robots for testing, building on Q2 egocentric data-collection pilots with robotics companies
INOD · Technology · Positive Innodata opened a motion-capture R&D lab with Vicon to train humanoids and physical AI systems, expanding its robotics data offering
Anthropic Study Says Robots Need 40 Years to Take 10% of Job Tasks
A new study from the AI company Anthropic suggests it will take 40 years for robots to replace just 10% of job tasks if robot prices decline along past trends, a timeline that clashes with the more bullish scenarios of Nvidia and Tesla. At CES in January 2026, Nvidia CEO Jensen Huang predicted a coming "ChatGPT moment" for robotics in the form of agents, self-driving cars, and humanoid robots, while Tesla CEO Elon Musk has said the company's Optimus robot will go on sale as early as next year and envisions a future where every household has a robot. A Morgan Stanley research report from 2025 forecasts that the market for humanoid robots could surpass $5 trillion by 2050, with adoption likely to accelerate in the late 2030s on improved tech, a friendlier regulatory environment, and popular support. The Anthropic report argues that beyond price, factors including capabilities, preferences, and regulations pose further barriers to robot automation, and Apollo chief economist Torsten Sløk echoed that "even under aggressive projections, widespread physical labor displacement will take decades." The disparity underscores the tension between the rapid pace of software development and the slow progress of hardware, leaving open whether robots will become commoditized gadgets or premium products with constrained supply.
Anthropic · Technology · Positive Anthropic's own study is the subject of the article, arguing robots will take 40 years to replace 10% of job tasks.
NVDA · Technology · Negative Anthropic's study undercuts the bullish robotics timeline Nvidia's Jensen Huang touted at CES 2026, challenging the near-term robotics narrative tied to Nvidia.
TSLA · Technology · Negative The study's 40-year timeline clashes with Elon Musk's claim that Tesla's Optimus robot will go on sale as early as next year.
MS · · Neutral Morgan Stanley's 2025 research forecasting a $5T humanoid robot market by 2050 is cited as context, not a new company-specific event.
FFR Pursues $200M All-Stock Acquisition of FFAI's EAI Robotics Business
FF EAI Robotics Ecosystem, trading as FFR, is pursuing a proposed all-stock acquisition of Faraday Future Intelligent Electric's EAI Robotics business valued at approximately $200M. FFAI's robotics business spans 24 products across three robot forms and five product series, with cumulative shipments of 552 units through August. The business generated approximately $1.52M in cumulative revenue and reported an average gross margin of about 30.9% for its four-core full-stack AI robotics products in the second quarter. The proposed deal remains subject to due diligence and approvals, with robotics revenue projected at $7.1M in 2026 and $45.17M in 2027. Shares of FFR fell 1.6% in after-hours trading Thursday to $1.20.
FORT Robotics Confidentially Files Draft Form S-4 for Newbury Street II SPAC Merger
FORT Robotics and Newbury Street II Acquisition Corp announced the confidential submission of a draft registration statement on Form S-4 with the U.S. Securities and Exchange Commission for their previously disclosed business combination. Upon closing, the combined company will be named FORT Robotics Holdings, Inc. and is expected to list on the Nasdaq Stock Market under the ticker symbol FROB, creating the first publicly traded company dedicated principally to the safe and scalable deployment of physical AI. The transaction values FORT at an enterprise value of approximately $556.6 million, comprising a pre-money equity value of $500.0 million. The deal is expected to provide approximately $201 million in gross proceeds, consisting of cash held in Newbury Street II's trust account assuming no redemptions and committed investments, including approximately $31 million of committed common equity through PIPE and Non-Redemption Agreement investments, delivering approximately $182 million of net cash to the combined company's balance sheet. FORT's Trust Layer safety platform is deployed across more than 19,500 units to over 600 customers, including Agility Robotics, DoorDash, Cobot, Zoox, Textron, and Google DeepMind, and the company grew revenue 62% year-over-year in 2025 at a 66% gross margin. The business combination is expected to close in the fourth quarter of 2026 or the first quarter of 2027, subject to Newbury Street II shareholder approval, SEC review, regulatory approvals, and Nasdaq listing approval.
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Capital
FORT Robotics · Capital · Positive FORT Robotics confidentially files Form S-4 for SPAC merger at ~$556.6M EV, providing ~$182M net cash and a Nasdaq listing under FROB.
FORT Robotics · Demand · Positive FORT's Trust Layer safety platform is deployed across 19,500+ units to 600+ customers including Agility Robotics, DoorDash, Zoox, and Google DeepMind, with revenue up 62% YoY.
NTWO · Capital · Positive Newbury Street II's SPAC merger with FORT Robotics advances via confidential S-4 filing, with ~$201M gross proceeds and Nasdaq listing expected.
AMD to Acquire World Labs in $8.2 Billion All-Stock Deal
Advanced Micro Devices has entered into a definitive agreement to acquire World Labs, an artificial intelligence model and research company led by AI pioneer Dr. Fei-Fei Li, in an all-stock transaction valued at approximately $8.2 billion that is expected to close by the end of 2026. World Labs specializes in spatial-intelligence models that generate, reconstruct and simulate interactive 3D environments from text, images and video, and is also developing technologies for robotic learning and simulation. AMD said the deal will give it deeper visibility into how emerging AI workloads are evolving across reasoning, robotics, simulation and physical AI, helping it tailor future hardware, software and system architectures, and strengthening its position in physical AI and robotics alongside its Ryzen AI Embedded X100 processors and Kria AI Robotics Developer Platform. The acquisition fits AMD's shift from selling individual chips toward becoming a full-system AI infrastructure provider, complementing its Instinct, EPYC, Pensando and ROCm ecosystem and its recently launched Helios rack-scale AI platform, which AMD says offers up to 15% higher inference throughput at the same rack power and up to 30% more tokens per dollar than competing solutions. The deal comes as AMD's Data Center revenues surged 107% year over year to $6.7 billion in the second quarter of 2026, with management expecting Data Center segment revenues to more than double year over year in 2027 and estimating the data-center AI accelerator market will reach roughly $1.4 trillion by 2030.
Artificial Intelligence › Edge & On-device AI Silicon Competition
AMD · Capital · Positive AMD agrees to acquire World Labs in an $8.2B all-stock deal, a major M&A/strategic investment to bolster its AI infrastructure and physical-AI position.
World Labs · Capital · Positive World Labs is being acquired by AMD in an $8.2B all-stock transaction, a positive valuation/liquidity event for the private company.
Inbolt Raises $12.5M Led by Shift4Good to Expand Robot Vision to US, APAC and Data Centers
Inbolt, a Paris-based company that gives industrial robots real-time 3D vision and AI-driven control, has raised $12.5M in a funding round led by new investor Shift4Good, bringing its total funding to $34M. Bridges Climate Transition Partners joined the round, alongside existing investors BNP Paribas Développement and Ora Global. The capital will fund Inbolt's expansion in the US, where it opened a Detroit office in 2026, and in APAC, as well as its entry into two new sectors: data centers and electronics manufacturing. Inbolt's hardware-agnostic software runs natively on major robot platforms including FANUC, ABB, KUKA, Yaskawa, Comau and Universal Robots, and is already deployed on more than 200 robots in over 100 factories across three continents, with clients including Bosch, Beko, Flex, Ford, Stellantis and Toyota. Founded in 2019 by Rudy Cohen, Albane Dersy and Louis Dumas, Inbolt was ranked third on the Sifted 100: France & Benelux on the strength of a two-year revenue CAGR of over 500%.
Robotics & Physical AI › Industrial Automation & Cobots ▲Capital
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Capital
Inbolt · Capital · Positive Inbolt raised $12.5M led by Shift4Good to fund US/APAC expansion and entry into data centers and electronics manufacturing.
Seeing Machines Publishes Technical Paper on Real-Time 3D Human Understanding for Physical AI
Seeing Machines Limited published a Technical Paper demonstrating how robots and other Physical AI systems can achieve real-time 3D human understanding directly on embedded hardware. The paper presents the company's Human Mesh Recovery technology, a core capability of its Human-Centred Physical AI Platform launched in August 2026, which uses a single camera view to reconstruct a detailed 3D representation of a person so a machine can understand their location, posture and movement in real time. Deployed on NVIDIA Jetson Thor hardware, the technology delivers up to 180 FPS while combining state-of-the-art accuracy with low latency and compact model size, and the HMR model supports both standard RGB cameras and RGB-D cameras without increasing its parameter count. CEO Paul McGlone said the technology brings detailed 3D human understanding into real-world environments such as factories, hospitals and warehouses, drawing on Seeing Machines' 25 years of human-sensing expertise. Seeing Machines, founded in 2000 and headquartered in Australia, operates across Australia, the USA, Europe and Asia.
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
SEE.LSE · Technology · Positive Seeing Machines published a technical paper demonstrating its Human Mesh Recovery technology for real-time 3D human understanding on embedded hardware.
NVDA · Demand · Positive Seeing Machines' HMR technology is deployed on NVIDIA Jetson Thor hardware, indicating adoption of NVIDIA's embedded platform.
XPeng Unveils Next-Gen Humanoid Robot and Global G9L SUV Launch Plan
XPeng revealed next generation humanoid robot capabilities, featuring autonomous mobility and AI driven interaction, on 30 September 2026, and announced a global launch plan for its G9L SUV, described as its next generation AI flagship model. Management outlined intentions for overseas deployment of both the humanoid robots and the G9L, targeting multiple international markets. The company describes itself as a physical AI business in the auto industry, and both the IRON humanoid robot and the G9L SUV use the same Turing AI chip, a shared tech stack XPeng aims to monetize across auto and robotics. Key proof points include whether mass production of IRON by year end shows up in commercial deployments in XPeng stores and campuses in 2027, and how October's Paris Motor Show launch and the subsequent roll out into 64 markets translate into concrete metrics like G9L orders, overseas delivery volumes and take up of higher margin smart driving features.
Electrification & Mobility › China NEV Leaders Technology
9868.HK · Demand · Positive XPeng announced a global launch plan for the G9L SUV targeting 64 markets, with Paris Motor Show debut and overseas delivery/order metrics to follow.
9868.HK · Technology · Positive XPeng unveiled its next-gen IRON humanoid robot with autonomous mobility and AI interaction, plus the Turing AI chip shared across auto and robotics.
Nvidia Launches AI Agent Safety Platform, Shares Rise 3%
Nvidia launched a platform designed to keep autonomous AI agents within set limits, adding a security angle to its infrastructure business, and shares rose 3% to $231.88 at approximately 9:31 a.m. ET Monday. The platform gives companies two ways to stop an agent from going too far: OpenShell controls which files, networks and tools an agent can use, while Sentry runs separately on BlueField-4 hardware, watches for behavior outside those rules and can isolate the agent within milliseconds. Nvidia is pitching the combination across software, data centers and robotics. The investor case is that free security software could bring more customers into Nvidia's ecosystem and, over time, lift demand for its processors and networking hardware. Nvidia has given no separate revenue target for the platform, so investors still need evidence that adoption will turn into additional sales.
Artificial Intelligence › AI Compute & Accelerator Silicon Technology
Artificial Intelligence › AI Networking & Interconnect Technology
Artificial Intelligence › Agentic AI & Autonomous Workflows Technology
Robotics & Physical AI › Industrial Automation & Cobots Technology
NVDA · Technology · Positive Nvidia launched an AI agent safety platform (OpenShell and Sentry on BlueField-4), a new product development adding a security angle to its infrastructure business.
SiMa.ai, a startup developing chips and software that let robots, drones, cameras, and other devices run AI directly on the device, has raised a $150 million Series C at a $1.45 billion valuation. The round was co-led by Fidelity Management & Research Company and Amplify, with participation from Alter Venture Partners, Dell Technologies Capital, and StepStone Group. Founded in 2018 by Krishna Rangasayee, previously COO of chipmaker Groq, the company provides energy-efficient chips that eliminate the need to send data back and forth to the cloud. SiMa.ai hopes its low-latency performance and more affordable chips, compared to Nvidia's GPUs, will help it capture the growing market for physical AI devices, including humanoid robots. The new round brings SiMa.ai's total capital raised to over $500 million, and the startup was previously valued at $960 million after raising an $85 million Series B in July 2025, according to PitchBook.
Spectrum Activates Edge AI Compute Across 1,000 Data Centers
Spectrum has begun activating computing power across its network, placing distributed compute capacity within 10 milliseconds of 500 million connected devices in homes and businesses across the U.S. through more than 1,000 smaller owned and operated edge data centers already built into its infrastructure. The company said it is enabling new AI applications with Cast AI, HP and Hydra Host, marking a commercial adoption milestone for its Edge Compute Infrastructure platform powered by NVIDIA. Cast AI, HP and World Wide Technology will join Spectrum at SCTE TechExpo 26 to demonstrate low-latency AI workloads, including a robotics demonstration from WWT featuring a Unitree G1 humanoid robot in Spectrum's booth B335. Cast AI will highlight its OMNI technology integrating NVIDIA Blackwell Ultra-based accelerated computing platforms into hyperscale cloud environments, while HP will showcase HP Z Boost and its ZGX Nano and ZGX Fury AI Stations for enterprise edge AI development. Spectrum also has an agreement with Hydra Host allowing Hydra's AI Factory platform to use capacity owned, hosted and operated by Spectrum on its ECI platform.
Cloud & Digital Infrastructure › Edge & Content Delivery ▲Technology
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Demand
Artificial Intelligence › Edge & On-device AI Silicon ▲Demand
Robotics & Physical AI › Humanoid Robots Technology
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
Robotics & Physical AI › Industrial Automation & Cobots Technology
CHTR · Demand · Positive Spectrum activated edge AI compute across 1,000 data centers, enabling new AI applications with partners — a commercial adoption milestone for its Edge Compute Infrastructure platform.
HPQ · Demand · Positive HP is named as a partner enabling new AI applications and will showcase its Z Boost and ZGX AI Stations for enterprise edge AI development on Spectrum's platform.
NVDA · Demand · Positive Spectrum's Edge Compute Infrastructure platform is powered by NVIDIA, and Cast AI will integrate NVIDIA Blackwell Ultra-based accelerated computing platforms into hyperscale cloud environments.
Cast AI · Demand · Positive Cast AI is named as a partner enabling new AI applications and will highlight its OMNI technology integrating NVIDIA Blackwell Ultra platforms at the demonstration.
Hydra Host · Demand · Positive Spectrum has an agreement allowing Hydra Host's AI Factory platform to use capacity owned, hosted and operated by Spectrum on its ECI platform.
Nvidia Unveils Open Agent Safety Platform for Autonomous AI
Nvidia introduced the Open Agent Safety Platform, an open platform aimed at securing autonomous agents as they move from development into real-world use. The platform combines software tools with a reference system for managing AI agents across computing and robotics environments, giving organizations more control over agent behavior, access and security. Nvidia vice president Justin Boitano told reporters the safeguards could have prevented the July breach involving AI agents at Hugging Face, the company Nvidia acquired earlier this year. Chief Executive Jensen Huang said the company views safety as an engineering challenge that must advance alongside AI capabilities. The move extends Nvidia's role beyond chips and infrastructure into software tools that could become part of how businesses govern increasingly autonomous AI systems.
Cybersecurity & Digital Trust › AI Security & Agent Guardrails ▲Technology
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Technology
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
Artificial Intelligence › AI Applications & Copilots Competition
NVDA · Technology · Positive Nvidia launched the Open Agent Safety Platform, a new software product extending its role beyond chips into AI agent governance.
Qualcomm, Smurfit Westrock, Capri and More Lead This Week's Key Deals
A wave of deal activity spanned multiple sectors this week, led by Qualcomm's acquisition of robotics software firm PickNik to boost its presence in physical AI and robotics. Smurfit Westrock agreed to acquire Empresas CMPC's Chilean containerboard and corrugated business for $420M, including a paper machine in Santiago that produces roughly 250K tons per year. Madison Dearborn Partners agreed to acquire holding firm The Marygold Companies in an all-cash transaction valuing it at $2.00 per share, a 100% premium over its September 24, 2026 closing price. Brookfield is in exclusive talks to buy fraud detection business Actimize from Nice for $2 billion, while Goldman Sachs emerged as the lead bidder for Palmer Square Capital Management, a credit manager overseeing more than $37 billion. Elsewhere, Capri Holdings soared 10% on a report it has connected with potential acquirers, Evonik rose 7.2% in German trading after a report that BASF approached it about a takeover, RPM International agreed to acquire Italy-based Volteco S.p.A. for its Tremco Construction Products Group, and Superstar Platforms agreed to acquire fintech company TitlePal in an all-stock transaction.
Nvidia to Power Einride's Driverless Truck Push as Shares Slip
Nvidia will supply the computing platform and AI tools behind Einride's push to put more driverless trucks on the road, giving the AI chipmaker another route into physical AI even as its financial payoff remains unclear. Nvidia shares moved lower to $224.80 at roughly 10:50 a.m. ET Friday. Einride expects demand for 1,500 to 2,000 vehicles by 2028 and says about 80% of that demand could suit automation, and it already has hundreds of electric trucks operating. Einride and Lidl have put a cabless Level 4 truck into regular service on public roads in Germany under a permit from the country's motor transport authority, Reuters reported. Neither company has said how much Nvidia technology each truck will carry or when the partnership might produce meaningful revenue.
NVDA · Demand · Positive Nvidia will supply the computing platform and AI tools for Einride's driverless trucks, with Einride expecting demand for 1,500-2,000 vehicles by 2028.
Japan Startup Awards 2026: Mujin Takes Grand Prize, Sakana AI Wins Info-Communications Award
The winning companies of the government-hosted Japan Startup Awards 2026 were announced on the 25th, with Mujin, a developer and seller of intelligent robot controllers, selected for the Grand Prize, the Prime Minister's Award. Sakana AI was chosen for the Information and Communications Startup Award. Mujin provides general-purpose intelligent robot controllers that automate work at logistics and manufacturing sites, and CEO Kazuyuki Takino told Reuters that Japan has strengths in physical AI, that the battle in deep tech is a contest between nations, and that he believes this award reflects a determination to support the field as a nation and elevate it to national policy. Sakana AI co-founder and president Ren Ito said he thinks the company was recognized not just for building technology but for putting it to use for society, noting it has been implemented in areas such as support for financial institutions' lending operations and the security domain for the Ministry of Defense and the Self-Defense Forces, and said that by advancing defense going forward, things made for defense use can become usable for civilian purposes such as infrastructure, logistics, and electric power. Oceanic Constellations, which deploys surface drones, was selected for the Defense Startup Award, and co-representative Takuma Honda said security is an important social imperative and that the company first wants to contribute by applying unmanned vehicles to the kind of warning and surveillance that the Self-Defense Forces carry out. The Takaichi administration has positioned support for startups as one of its key policies for strengthening the foundation for growth.
Mujin · Regulation · Positive Mujin took the Grand Prize, the Prime Minister's Award, at the Japan Startup Awards 2026.
Oceanic Constellations · Regulation · Positive Oceanic Constellations was selected for the Defense Startup Award in the government-hosted Japan Startup Awards 2026.
Sakana AI · Regulation · Positive Sakana AI won the Information and Communications Startup Award in the government-hosted Japan Startup Awards 2026.
Morgan Stanley Ties SpaceX and Tesla in Physical AI Ecosystem
Morgan Stanley is highlighting SpaceX's growing technology links with Tesla and Elon Musk's expanding artificial intelligence ambitions, describing the relationship as a developing Physical AI ecosystem. The firm said the two companies share technology, talent and infrastructure, with SpaceX contributing areas such as computing and connectivity while Tesla brings capabilities in robotics, energy and manufacturing. SpaceX shares climbed about 1% overnight after falling nearly 1% Monday, while Tesla shares gained about 3% Tuesday. Separately, Grok 4.7 launched Sept. 21, roughly three weeks after Musk's original Sept. 1 target, and Deepwater Asset Management's Gene Munster said the timing was close enough to view the release as effectively on schedule. The launch is drawing attention to Grok 5, which Musk has targeted for late 2026 and which he has said could incorporate data from SpaceX, potentially giving xAI access to a large engineering and operational dataset. The next catalyst is whether SpaceX announces additional AI infrastructure or commercial partnerships tied to its expanding computing business.
Robotics & Physical AI › Humanoid Robots Technology
Space Economy › Launch Services & Propulsion Technology
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
Artificial Intelligence › Foundation Models & Research Labs Technology
SPCX · Technology · Positive Morgan Stanley highlights SpaceX's computing/connectivity contributions to a Physical AI ecosystem with Tesla, and the next catalyst is potential AI infrastructure or commercial partnerships.
TSLA · Technology · Positive Morgan Stanley cites Tesla's robotics, energy and manufacturing capabilities as part of the shared Physical AI ecosystem with SpaceX.
MS · Capital · Neutral Morgan Stanley is the firm issuing the Physical AI ecosystem research note tying SpaceX and Tesla, but the note itself carries no clear positive/negative for its own stock.
Einride Shares Jump 12% on Nvidia Autonomous Trucking Collaboration
Einride shares jumped about 12% in premarket trading to $4.41 on Monday after the autonomous-freight company unveiled a strategic collaboration with Nvidia. Under the deal, Einride will use Nvidia's Blackwell computing architecture through a validated cloud partner to train, test and refine its autonomous-driving models, and will adapt Nvidia's DRIVE Hyperion compute, sensor, software and safety architecture for heavy-duty trucking, while using Nvidia Cosmos in its development and validation workflow. Stockholm-based Einride operates electric and autonomous freight networks for corporate customers across the U.S., Europe and the Middle East, combining Freight-Capacity-as-a-Service with software built on its Saga AI platform. Einride expects its fleet to reach roughly 1,500 to 2,000 vehicles by 2028, with about 80% of the demand represented by that network potentially suitable for automation over the medium term. The agreement lands as Einride ramps aggressively elsewhere: first-half 2026 constant-currency revenue rose 26% to $27 million, management expects second-half growth of 60% to 73%, the company has announced a 500-truck Tesla Semi deployment, and it is targeting cash-flow breakeven in 2028, with a $77 million cash position reported at June 30.
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
NVDA · Demand · Positive Einride will use Nvidia's Blackwell architecture and DRIVE Hyperion for its autonomous trucking, a concrete customer adoption of Nvidia's products.
Microchip Technology Completes Acquisition of Edge AI Chipmaker Hailo
Microchip Technology Incorporated has completed its acquisition of Hailo, a provider of accelerated edge AI processors, vision processors, robotics processors and AI software technologies. The terms of the transaction were not disclosed, and Microchip said the deal is not expected to have a material impact on its financial results. The acquisition advances Microchip's strategy to enable intelligent, connected systems at the edge and expands its ability to deliver complete solutions for Edge AI, machine vision, robotics and Physical AI applications. Hailo brings an established ecosystem that includes more than 100 customers and an active developer community exceeding 10,000 users. Microchip said it plans to continue supporting Hailo's existing product portfolio, software environment and customer engagements while driving future innovation across AI acceleration, vision processing and intelligent edge computing.
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
MCHP · Capital · Positive Microchip completed the acquisition of Hailo, expanding its Edge AI capabilities, though the deal is not expected to materially affect financials.
Hailo · Capital · Positive Hailo was acquired by Microchip, which will continue supporting its product portfolio, ecosystem of 100+ customers and 10,000+ developers.
Toyota to Deploy Up to 400,000 Humanoid Robots at Global Plants From 2028
Toyota Motor Corporation plans to deploy humanoid robots across its global manufacturing operations from 2028, including having them work alongside humans in the same work areas. The Japanese automaker is understood to be planning to gradually deploy up to 400,000 in-house-developed humanoid robots across its global production operations, introduced as part of upgrades of existing factories when new vehicle models are introduced and when new production capacity is added. Toyota is said to be planning to invest JPY 1 trillion, or US$ 6.4 billion, annually from 2028, starting with the introduction of some 150,000 humanoid robots at its headquarters plants, with a further 250,000 planned to be rolled out at the group's 60 production facilities worldwide. The robots to be deployed include Toyota's newly developed in-house ELEY, or Embodied Learning robot for Enhanced Yield, a battery-powered wheeled robot weighing around 50 kg that is said to be capable of tasks such as picking up components from boxes and placing them where required, and folding fabrics. Toyota will centralise the learned data to programme new robots and even create an environment in the future where robots take charge of training new employees, stating that robots are not meant to replace humans, but will coexist with humans.
Robotics & Physical AI › Robotics Components & Actuation ▲Demand
Robotics & Physical AI › Industrial Automation & Cobots ▲Demand
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
7203.JP · Capital · Positive Toyota is said to plan investing JPY 1 trillion (~US$6.4 billion) annually from 2028 in the robot deployment.
7203.JP · Technology · Positive Toyota plans to deploy up to 400,000 in-house-developed humanoid robots (ELEY) across its global plants from 2028, a major automation/R&D development.
Tigress Financial Raises Intel Price Target to $145 on Terafab Partnership
Tigress Financial reiterated its Buy rating on Intel and raised its price target to $145 from $118 on September 15, citing the company's Terafab partnership with companies associated with Elon Musk, including SpaceX, Tesla, and xAI, as a strategic boost to its AI foundry ambitions. The initiative is part of an ambitious semiconductor manufacturing project focused on producing advanced chips for artificial intelligence, robotics, autonomous vehicles, and other compute-intensive applications. Intel said in its second-quarter earnings report that it remains well positioned to pursue sustainable growth through advanced packaging and its wafer foundry network, pointing to momentum in Physical AI and robotics with more than 130 customers testing its Core Ultra Series 3 and Core Series 3 processors for edge AI and robotics applications. The partnership's commercial terms, production volumes, and potential revenue contribution have not been fully disclosed, and the principal risk is that it could strengthen Intel's strategic position in foundry manufacturing without generating meaningful financial returns for several years. According to the Insider Monkey database, 138 hedge funds held stakes in Intel at the end of the second quarter, up from 112 funds in the first quarter, with SoftBank Group Corp. and Coatue Management among the notable institutional holders at approximately $12.14 billion and $1.68 billion, respectively, while roughly 152.25 million Intel shares were sold short as of August 31, representing about 3.02% of the public float.
Artificial Intelligence › EDA & Semiconductor IP Demand
INTC · Capital · Positive Tigress Financial reiterated Buy and raised Intel's price target to $145 from $118, citing the Terafab partnership as a strategic boost to its AI foundry ambitions.
Microchip Technology's memBrain SAGE IP Selected by AnalogAI for Edge AI Processors
Microchip Technology has been selected by AnalogAI to supply its memBrain SAGE neuromorphic hardware IP for use in new edge AI processors. The collaboration centers on compute-in-memory technology targeting training and inference for adaptive robots, drones and vehicles, with AnalogAI planning to integrate memBrain SAGE into real-world, low-power AI systems designed for deployment at the network edge. Microchip Technology is a US-based semiconductor supplier with a roughly $38.5b market cap focused on smart, connected and secure embedded control solutions. The design win supports the edge-computing catalyst in the company's narrative, though analysts flag execution risk from competition, including edge-AI platforms from Nvidia and Qualcomm.
Citrini Research Finds Humanoid Robots Advancing Without a Single ChatGPT Moment
Humanoid robots are making meaningful progress in autonomy, dexterity and repetitive real-world tasks, but widespread commercial deployment remains a work in progress, according to a report published Wednesday by Citrini Research. After a week meeting robotics labs, engineers and investors across the San Francisco Bay Area, the firm found most humanoid robots remain in development, training and tele-operated demonstrations, with real-world deployments closer to pilots than clear return-on-investment opportunities. The report examined whether robotics is approaching its own ChatGPT moment and highlighted advances from GeneralistAI and Skild AI, along with Figure AI's demonstration involving 250,000 packages, suggesting the field may advance through a mosaic of signals rather than one defining breakthrough. Basic humanoid locomotion is effectively a solved problem while complex dexterity remains more difficult, and simple repetitive tasks are already trainable. Investment in the broader robotics infrastructure is keeping pace: Tesla Inc has been preparing production lines for Optimus, XPeng Inc has launched an automated production line for its IRON humanoid robot, and Figure AI is securing access to up to 100,000 Vera Rubin GPUs from NVIDIA Corp to train the models powering its humanoid robots. The report concluded robotic autonomy is developing along a curve rather than arriving through one decisive breakthrough, with broad generalizability remaining the longer-term goal.
Spirit AI aims to deliver humanoid robots that respond to verbal commands as early as next year
Gao Yang, co-founder and chief scientist of Chinese startup Spirit AI, told Reuters that humanoid robots capable of handling most basic tasks on verbal command could become a reality as early as next year. "By mid-2027, you will be able to speak to a robot in natural language and it will complete a series of actions to carry out a task," he said, expressing confidence in the pace of software advances. The company has already achieved a roughly 90 percent success rate on simple tasks, but challenges remain with fine movements such as loosening a bottle cap and with handling unexpected situations, and adoption in ordinary households is still expected to take time. About 1,000 contract workers at the company wear data-collection devices at home and in factories, gathering movement data to train the robots. Spirit AI was founded in 2024 and has about 300 full-time employees. It has raised more than 670 million dollars to date and has deployed dozens of humanoid robots at battery giant CATL and online retail giant JD.com.
Nvidia CEO Jensen Huang Predicts Chip Sales Will Double Next Year
Nvidia CEO Jensen Huang said he expects the company to sell roughly twice as many chips next year as it does this year, pointing to continued demand for artificial intelligence technology across industries. Huang made the projection while attending an AI-focused meeting hosted by King Charles III in Scotland, where he said businesses and governments in many countries keep investing in AI because of its potential economic benefits. The unit-growth outlook comes after Nvidia projected about $673 billion in revenue for fiscal 2028, representing growth of roughly 70% from the prior year, though the company does not disclose its total chip sales volume, making the two figures difficult to compare directly. Nvidia's portfolio includes data-center graphics processors such as Blackwell and Rubin, along with CPUs, networking chips and processors used in robotics and vehicles, and Huang has previously said the company shipped six million Blackwell GPUs over four quarters. Huang also joined executives from Google DeepMind, OpenAI and Anthropic at the Scotland meeting, where discussions included AI safety and product testing.
NVDA · Demand · Positive CEO Huang projects Nvidia will sell roughly twice as many chips next year on continued AI demand, after ~$673B fiscal 2028 revenue outlook.
Lucid and Bolt Partner on European Robotaxi Business, to Deploy 25,000 Vehicles
U.S. electric vehicle maker Lucid Group and Estonian ride-hailing startup Bolt announced on the 17th that they will partner to roll out an autonomous robotaxi business across Europe. As part of a broader effort to expand its autonomous vehicle fleet to 100,000 by 2035, Bolt plans to deploy 25,000 of Lucid's advanced autonomous vehicles in major European cities. The vehicles will be based on a new dedicated electric vehicle platform that Lucid will launch in the future and will use U.S. semiconductor giant Nvidia's autonomous driving architecture, Hyperion. The two companies will jointly develop a vehicle platform compatible with Level 4 autonomous driving under the U.S. Society of Automotive Engineers standards. Bolt's autonomous driving unit will help define requirements for vehicles, software, safety, and passenger experience, and will also handle the vehicle infrastructure, operational systems, and city partnerships needed for full-scale deployment. The partnership reflects in particular how robotaxi development in Europe is shifting from trial deployments to commercial rollout.
Sift and QNX Partner to Stream Live Sensor Telemetry From Embedded Systems
Sift, the data infrastructure platform for mission-critical hardware, announced a partnership with QNX, a division of BlackBerry Limited, to deliver near real-time observability for embedded systems. Engineers can now stream live telemetry from QNX-powered systems directly into Sift and query that data within one second of it leaving the device, without any changes to the software running on the device itself. The integration works by having Sift subscribe to telemetry streams already broadcast on the QNX OS, including MQTT, with other protocols supported through custom ingestion paths; live streaming runs from a device on QNX OS 8.0 through its existing MQTT broker into Sift, where each message is queryable using standard SQL within one second. QNX technology is embedded in more than 275 million vehicles worldwide and is trusted by OEMs and Tier 1s including BMW, Bosch, Continental, Geely, Honda, Hyundai, Mercedes-Benz, Toyota, Volkswagen and Volvo, and is increasingly serving as the software foundation for Physical AI in robotics, industrial automation and medical devices. Sift is available today for teams working with QNX.
Arm CEO Says Demand Is Off the Charts as Supply Chain Bottlenecks Cap Revenue
Arm CEO Rene Haas said demand is running at record strength across edge, automotive, robotics and data center, and that near-term revenue growth is capped by a multi-stage manufacturing bottleneck spanning wafers, substrates, testers and memory rather than by any softening in orders. Data-center royalty revenue more than doubled year over year last quarter, and the most recent 500 million Neoverse cores shipped in nine months after the first billion took six years, while IDC reported spending on Arm-based accelerated server platforms nearly doubled over the past two quarters and surpassed x86. Haas said his confidence in hitting the $2 billion AGI CPU target rose from May to July and again from July to September, after he earlier cut that target to $1 billion on foundry capacity worries, and Arm has secured the manufacturing capacity needed to support the $1 billion opportunity for the AGI CPU. The AGI CPU, Arm's first in-house data center chip, carries first-generation gross margin guidance in the high 30% range to low 40s with a path to 50% over the next couple of years, below core royalty margins, so silicon revenue will initially dilute reported profitability. Arm shares trade at $243.98, down 10.11% over the past month and 7.66% in the last week but up 123.2% year to date, at a trailing P/E near 247x, after Q1 FY2027 EPS of $0.25 missed the $0.40 estimate and operating margin compressed to 7% from 11%; analysts carry an average target of $288.70.
ARM · Demand · Positive Arm CEO says demand is at record strength across edge, automotive, robotics and data center, with data-center royalty revenue more than doubling YoY.
ARM · Supply · Negative Near-term revenue growth is capped by a multi-stage manufacturing bottleneck spanning wafers, substrates, testers and memory.
International Data Corporation (IDC) · · Neutral IDC is cited only as the source of server-spending data, not as a company affected by the news.
Treble Raises $18M Series A-2 Led by Paladin Capital Group
Treble Technologies has raised $18 million, approximately €15M, in a Series A-2 round led by Paladin Capital Group, with participation from existing investors KOMPAS VC, Frumtak Ventures, and the European Innovation Council Fund. The round brings the Reykjavík, Iceland-based sound simulation and synthetic acoustic data company's total funding to date to €36M. Treble said the new investment will support its expansion in the US market and extend its audio-enabled product platform further into physical AI, where its acoustic simulation and digital twin technology helps device makers and AI model developers train and test products across real-world acoustic conditions. The company counts Amazon and Logitech among its customers, and Treble CEO Finnur Pind said the platform lets development teams model reverberation, background noise and unfamiliar environments faster and more scalably than physical testing. Paladin Capital Group Vice President François Ruether said the firm expects robotics to drive a profound wave of automation and that Treble's simulation platform can help physical AI models and robots integrate visual and auditory inputs.
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
Treble Technologies · Capital · Positive Treble raised $18M Series A-2 led by Paladin Capital Group, bringing total funding to €36M to support US expansion.
Fulongma to invest 200 million yuan in exclusive tie-up with Huawei Cloud for autonomous sanitation driving
After market close on September 17, Fulongma announced plans to sign a contract related to autonomous sanitation driving technology development and to cooperate with Huawei Cloud Computing Technologies on developing autonomous sanitation driving technology. The cooperation is an exclusive strategic partnership between the two sides in the field of intelligent sanitation, with a total contract value of 200 million yuan including tax. According to the announcement, the two sides have planned agreed three-ton and six-ton vehicle platforms, sweeping and washing business scenarios, and other elements. Huawei Cloud will conduct technical research on vehicle intelligent upgrades, drive-by-wire optimization, and cloud adaptation, and will exclusively develop and deploy the Fulongma Sanitation Autonomous Driving System for Fulongma, including cloud-based, vehicle-side software, and vehicle-side intelligent hardware solutions. Huawei Cloud will lead the adaptation and verification of autonomous driving algorithm software for three vehicle platforms in sweeping and washing scenarios. This is not the first time the two sides have joined forces. On December 11, 2025, Fulongma and Huawei signed a framework cooperation agreement, and on September 12 the two sides further signed a strategic cooperation agreement on embodied intelligence in the sanitation robot field. In the first half of 2026, Fulongma achieved revenue of 2.608 billion yuan, up 7.63 percent year on year, and net profit attributable to the parent company of 101 million yuan, up 7.27 percent year on year. Sanitation equipment business revenue was 808 million yuan, up 61.15 percent year on year, and sales of new energy sanitation equipment reached 938 units, up 81.43 percent year on year, accounting for 38.70 percent of total sales.
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
603686.CG · Demand · Positive Fulongma signs a 200 million yuan exclusive contract with Huawei Cloud to develop and deploy its autonomous sanitation driving system, a concrete product/order development.
Huawei Cloud · Demand · Positive Huawei Cloud wins an exclusive strategic partnership to develop and deploy Fulongma's sanitation autonomous driving system, adding a named customer deal.
Synaptics CTS Tactile Sensing Module Gains NVIDIA Isaac Sim Support
Synaptics Incorporated announced that its first CTS tactile sensing module, powered by the SN6012T controller, is now supported within NVIDIA's Isaac Sim robotics simulation framework, letting developers prototype and validate contact and force interactions for dexterous robotic hands, grippers, and other Physical AI systems. The CTS module and Synaptics' Astra Edge AI processors integrate with NVIDIA Holoscan to unify touch, vision, and motion data, which could simplify how robotics teams design and test human-object interactions before deploying physical hardware. Synaptics' narrative projects $1.6 billion in revenue and $21.2 million in earnings by 2029, requiring 9.4% yearly revenue growth and a $512.0 million earnings increase from -$490.8 million today, and yields a $130.33 fair value, a 34% upside to its current price. The most optimistic analysts were assuming about US$1.7 billion in 2029 revenue and US$190 million in earnings, leaving investors to weigh whether the CTS Isaac Sim integration strengthens the Physical AI and humanoid robotics story or highlights how early and uncertain that market still is.
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
SYNA · Technology · Positive Its first CTS tactile sensing module gains support in NVIDIA's Isaac Sim robotics simulation framework, advancing its Physical AI and humanoid robotics story.
NVDA · Technology · Positive Synaptics' CTS tactile sensing module and Astra Edge AI processors now integrate with NVIDIA's Isaac Sim and Holoscan, expanding NVIDIA's robotics simulation ecosystem.
China Tightens Exit Rules in Bid to Stem Technology Leaks
China has stepped up restrictions on its citizens' travel abroad, allowing it to bar individuals deemed a threat to the country's technological or industrial security from leaving China, amid intensifying strategic competition between China and the United States in advanced technologies such as artificial intelligence and humanoid robots. Kyodo News reported that the new regulation targets executives and engineers at technology companies, as well as Chinese citizens working at foreign private firms, causing considerable anxiety in the business sector. The rules state that China's Ministry of Commerce and other relevant agencies can prohibit citizens from leaving the country if they are found to have violated regulations on export controls or technology transfers, and in cases where travel could affect national security or a criminal investigation. Officials are not required to inform the individual in advance about the travel ban or the reasons for imposing such a measure. At the same time, the new regulation allows China's immigration office to demand relevant documents and electronic data during identity checks on travelers entering or leaving the country. Earlier, in April, before Chinese authorities blocked Meta Platforms from acquiring Manus, a Chinese AI startup, it was reported that China had barred two of Manus's co-founders from leaving the country. Before the new regulation took effect, Taiwanese authorities clarified on Monday, September 14, that Taiwanese citizens could face restrictions on leaving mainland China, since the Chinese government's legal system regards Taiwanese as Chinese citizens. The deputy minister of the Mainland Affairs Council said in a statement that Taiwanese businesspeople in China, as well as personnel in the technology and semiconductor industries, may be at particular risk, because they could be unilaterally interpreted as likely to harm national interests and be prevented from returning to Taiwan.
Goldman Sachs Lifts 2035 Humanoid Robot Forecast Nearly Fivefold to 6.5 Million Units
Goldman Sachs raised its 2035 forecast for humanoid robot shipments to approximately 6.5 million units, up from about 1.4 million previously, a nearly fivefold increase, in its recently published 80-page Physical AI report. The bank also lifted its 2030 forecast from 256,000 to 890,000 units and its 2026 estimate from 51,000 to 75,000, and now values the 2035 humanoid market at roughly $138 billion versus its previous $38 billion estimate. Goldman estimates each humanoid could carry $3,000 to more than $6,000 of semiconductor content, which at 6.5 million units would translate into roughly $19.5 billion to $39 billion of annual chip demand. The bank expects logistics and warehousing to lead adoption, with automotive manufacturing following, and estimates Amazon's broader automation efforts could produce about $72 billion in cumulative service-cost savings from 2026 through 2030, potentially adding as much as 240 basis points to operating margins in an upside scenario. Goldman still flags reliability, limited real-world training data, autonomy and cost as obstacles, while Morgan Stanley has predicted 1 billion humanoid robots by 2050 and RBC Capital Markets calls it a $9 trillion market by then.
GS · Capital · Positive Goldman Sachs published its Physical AI report, nearly quintupling its 2035 humanoid robot shipment forecast and lifting its market valuation to ~$138B.
AMZN · Demand · Positive Goldman estimates Amazon's automation efforts could yield ~$72B in cumulative service-cost savings from 2026-2030, adding up to 240bps to operating margins.
Hyundai Motor Group Puts Data Flywheel Into Full Operation, Targets Level 2++ Autonomy by 2028
Hyundai Motor Group announced it has put its Data Flywheel into full operation, a system that creates a virtuous cycle of data collection, AI training, validation and deployment to accelerate its autonomous driving development. At its HMG Autonomous Driving Media Day at 42dot headquarters in Gyeonggi Province, Korea, the Group said NVIDIA solutions-based Level 2+ production is targeted for the first half of 2028 and Level 2++ in the second half of 2028, followed by Atria AI-powered Level 2++ vehicles in the second half of 2029. The Group is pursuing a Dual-Track strategy that accelerates Level 2+ production through its NVIDIA collaboration while internalizing key autonomous driving technologies through its proprietary Atria AI, with progressive sensor standardization across Hyundai Motor, Kia, 42dot and Motional. The Data Flywheel expands the Group's data ecosystem by leveraging its annual sales of 7 million vehicles and its Data Union framework, supported by a data-centric development framework based on hard example mining, continuous training and SER. A real-world Level 4 pilot is to launch in Gwangju by year-end in partnership with Korea's Ministry of Land, Infrastructure and Transport to secure large-scale validation data, while 42dot shared its Vision-Language-Action technology that integrates visual information and language-based reasoning to guide driving decisions, with VLA model validation currently underway and on-road testing and the full development process scheduled to run through early next year. Minwoo Park, President and Head of Advanced Vehicle Platform Division at Hyundai Motor Group and CEO of 42dot, said autonomous driving competitiveness is no longer about comparing specific features but about how much data a company secures, how quickly it learns and how effectively it reflects those results in products and services.
42dot Inc. · Technology · Positive 42dot is central to the Group's autonomous driving push, sharing its VLA technology and leading the Data Flywheel and Level 2+/2++ development.
005380.KO · Technology · Positive Hyundai Motor Group announced its Data Flywheel and targets Level 2+/2++ autonomy by 2028, with Hyundai Motor included in sensor standardization.
NVDA · Demand · Positive Hyundai's Level 2+ production targets rely on NVIDIA solutions-based autonomous driving platform, a concrete product adoption.
Motional · Technology · Positive Motional is included in the Group's progressive sensor standardization for autonomous driving development.
000270.KO · Technology · Positive Kia is part of Hyundai Motor Group's progressive sensor standardization and Data Flywheel autonomous driving development.
Mecka AI Nears $500M Valuation in Sequoia-Led Round
Mecka AI, a startup that collects and analyzes human motion data to train humanoid robots and other robotics, is nearing a new round led by Sequoia Capital at a valuation of about $500 million, according to two people with knowledge of the deal. The new financing comes just three months after Mecka announced that it raised $60 million in a round led by Framework Ventures that included participation from Menlo Ventures, SV Angel, and Kindred Ventures. TechCrunch has not learned the precise size of the new round, and the terms of the deal are not final and could still change. Mecka AI didn't respond to a request for comment, and Sequoia declined to comment. Mecka AI was co-founded in 2024 by four entrepreneurs, including Canadians Josh Gao and Mogen Cheng, who previously built a restaurant fintech startup, and Jason Chong, who joined Coinbase after it acquired his crypto exchange, while Duy Nguyen, the only non-Canadian on the team, focuses on operations at Mecka. As of early June, Mecka was projecting that it would end 2026 at an annual run rate of $100 million, Gao told Fortune when the startup announced its previous fundraise.
Nvidia CEO Huang Expects 70% Revenue Growth in 2027 on AI Demand
Nvidia CEO Jensen Huang said he expects the company to maintain strong growth as demand for artificial intelligence computing continues to outpace available capacity, reiterating his expectation of about 70% revenue growth in 2027. Speaking at the Goldman Sachs Communacopia + Technology Conference, Huang said cybersecurity could become another major application area for AI as adoption expands beyond current workloads. Nvidia is seeking a larger portion of data-center budgets by offering complete AI infrastructure rather than individual graphics processors, and Huang said its upcoming Vera Rubin platform carries a price of roughly $40,000, compared with about $25,000 for Blackwell and $18,000 for Hopper systems. Huang also pointed to Nvidia's relationship with Anthropic, saying the chipmaker is gaining business with the Claude developer after making an investment in the company in November 2025. He identified robotics and autonomous driving as additional areas where AI development could advance over the next several years.
CoreWeave Launches Physical AI Field Engineering Offering
CoreWeave has launched Physical AI Field Engineering, a new offering designed to help automotive, aerospace, robotics and other engineering teams build, validate and deploy AI throughout the engineering lifecycle. The strategy builds on expertise from CoreWeave's Monolith AI acquisition, spanning more than 100 engineering projects in automotive, aerospace and robotics, and covers four areas: identifying engineering problems suited to AI, providing the GPU, storage and simulation infrastructure to solve them, transforming real-world engineering data into predictive models, and using agentic AI to turn insights into actions. Engagements deliver working AI applications, optimizers and dashboards directly within customers' workflows, built on CoreWeave's infrastructure and using customers' own data. Competition remains intense, with hyperscalers like Microsoft's Azure holding enormous financial resources and global infrastructure footprints, while specialized providers such as Nebius Group N.V. compete for the same customers; Nebius recently partnered with Palantir for AI-native cloud infrastructure and expects connected power capacity to reach roughly 800 MW to 1 GW by the end of 2026. CoreWeave shares have gained 24.4% year to date against the Internet Software industry's fall of 0.6%, and the Zacks Consensus Estimate for current-year earnings has been revised downward over the past 60 days; CRWV currently carries a Zacks Rank #3 (Hold).
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Demand
Artificial Intelligence › Agentic AI & Autonomous Workflows ▲Demand
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
CRWV · Technology · Positive CoreWeave launched Physical AI Field Engineering, a new offering built on its Monolith AI acquisition to help engineering teams deploy AI.
MSFT · Competition · Neutral Microsoft's Azure is cited as a hyperscaler competitor with enormous resources in the same AI infrastructure market.
NBIS · Competition · Neutral Nebius is named as a specialized competitor for the same customers, with its Palantir partnership and power capacity noted.
JoyIn CEO Accuses OpenAI of Distilling Its Robotics Model, Plans Lawsuit
The CEO of Ant-backed humanoid robotics startup JoyIn has publicly accused OpenAI of directly distilling its technology, saying the company has begun filing a lawsuit. In a letter to OpenAI published in Chinese on Thursday, JoyIn CEO Guo Renjie said the Suzhou-based startup had presented its "extraterrestrial visitor" AI model framework in Silicon Valley weeks before OpenAI's chief scientist published "An Alien Mind" on Sept. 6, and he questioned similarities in core approaches such as recursive self-improvement and the use of AI to optimize computing power. Guo also pointed to similarities between the outer space-inspired design of OpenAI's GPT-6 Astra web page and the website for JoyIn's Aether model, which he said was released two months ago and which he decided to publicly announce on Thursday. JoyIn says Aether's perceptive, rather than text-based, approach to robotic control lets humanoids complete tasks with a 90% success rate on first attempt, and model lead Zhu Mingxuan, who left U.S. humanoid company Figure last year, said it cut training time by two-thirds and that she plans to open-source parts of the model, such as those relating to touch, but not portions related to energy use. CNBC said it could not independently verify the claims, and OpenAI did not immediately respond to a request for comment; the accusation comes as U.S.-based Anthropic has repeatedly flagged unauthorized distillation of its models by Chinese companies, and on Tuesday a U.S. cybersecurity agency said six Chinese companies, including DeepSeek and Alibaba, distilled models from Anthropic, Google and OpenAI.
Robotics & Physical AI › Humanoid Robots Technology
Robotics & Physical AI › Robotics AI & Embodiment Software Technology
JoyIn · Regulation · Neutral JoyIn is the accuser filing suit against OpenAI, but the article gives no clear positive or negative financial impact on the startup itself.
OpenAI · Regulation · Negative JoyIn accuses OpenAI of distilling its robotics model and is filing a lawsuit, exposing OpenAI to legal/regulatory action.
Nvidia CEO Huang Backs 70% Revenue Growth Forecast for 2027
Nvidia CEO Jensen Huang reaffirmed his confidence that the chipmaker can increase revenue by 70% next year, speaking Thursday at Goldman Sachs' Communacopia + Technology Conference. Nvidia's management stunned Wall Street last month when it projected 70% year-over-year revenue growth in 2027, and executives estimated that growth could surpass 100% if the company were able to satisfy all available demand. Huang said demand for AI computing continues to exceed available supply, suggesting Nvidia's biggest near-term obstacle may be production capacity rather than customer appetite. The company is also expanding beyond graphics processors into complete AI factory systems, with the upcoming Vera Rubin platform expected to cost roughly $40,000, compared with about $25,000 for Blackwell and $18,000 for Hopper. Huang said Nvidia is gaining share at Anthropic, the developer of the Claude AI models, in which Nvidia invested in November 2025, and he identified cybersecurity as a likely next growth engine, citing partnerships with CrowdStrike, Cisco Systems and Palantir Technologies, while also pointing to advances in physical AI across robotics and autonomous driving over the next two to three years.
Cybersecurity & Digital Trust › AI Security & Agent Guardrails ▲Demand
Robotics & Physical AI › Robotics AI & Embodiment Software ▲Technology
Artificial Intelligence › Closed / Frontier Labs Capital
Artificial Intelligence › Foundation Models & Research Labs Capital
NVDA · Demand · Positive Huang reaffirmed 70%+ 2027 revenue growth, saying AI demand exceeds supply and Nvidia is gaining share at Anthropic.
Anthropic · Capital · Positive Nvidia said it is gaining share at Anthropic, in which it invested in November 2025, supporting the startup's backing.
CRWD · Demand · Positive Huang named CrowdStrike as a partner in Nvidia's cybersecurity growth push, implying incremental demand for its security offerings.
CSCO · Demand · Positive Cisco was cited as a partner in Nvidia's cybersecurity expansion, a potential demand tailwind.
PLTR · Demand · Positive Palantir was named as a partner in Nvidia's cybersecurity growth initiative, a potential demand driver.
Pony.ai and Verne Begin Fully Driverless Robotaxi Test Rides in Zagreb
Pony.ai and Verne have started fully driverless Robotaxi test rides with passengers on public roads in Zagreb, a European first. The rides run along a 22-kilometer route linking Verne's headquarters and one of Zagreb's main business districts with Franjo Tuđman Airport Zagreb, and the fully driverless routes will be expanded over the next few months with the aim of covering the whole operating area in Zagreb. The milestone comes just over five months after Pony.ai, Verne and Uber announced their partnership to launch Europe's first commercial Robotaxi service, under which Pony.ai provides the autonomous driving technology, Verne leads service operations and Uber offers access through its platform; since that service launched in early April, the fleet has logged more than 200,000 kilometers, completed several thousand customer rides and achieved an average passenger rating of 4.7 out of 5. The test rides use Pony.ai's seventh-generation Robotaxi, powered by a Pony.ai-developed L4 domain controller built on NVIDIA DRIVE AGX, and are being conducted in accordance with applicable Croatian regulations and the approvals required for autonomous vehicle testing with passengers on public roads. Pony.ai currently operates fully driverless commercial services in four major Chinese cities and has logged more than 100 million kilometers in autonomous operations worldwide, including over 40 million kilometers in fully driverless mode, while its overseas deployment pipeline has expanded to more than 4,000 Robotaxis, including plans with Uber to deploy more than 2,000 vehicles across Europe, and it is targeting a global fleet of more than 3,500 Robotaxis by the end of 2026 across more than 20 cities.
2026.HK · Technology · Positive Pony.ai began fully driverless passenger Robotaxi test rides in Zagreb using its seventh-generation L4 Robotaxi.
Verne · Demand · Positive Verne leads service operations for the fully driverless Robotaxi rides launched in Zagreb, its home market.
UBER · Demand · Positive Uber's platform provides access to the Robotaxi service and it plans to deploy over 2,000 vehicles across Europe with Pony.ai.
NVDA · Demand · Positive Pony.ai's seventh-generation Robotaxi uses an NVIDIA DRIVE AGX-based L4 domain controller, tying NVIDIA into the expanding driverless fleet.
