Company business, funding and M&A, people, partnerships, lawsuits, regulation and policy, markets and infrastructure.
Itaú is applying its AI First strategy to customers and employees in Brazil’s highly regulated financial sector. Its approach includes ia.i, a conversational interface, and IARA, a governance platform.
JAECOO and Momenta completed what the source calls the first Arc de Triomphe driving challenge without takeover, using a JAECOO 7 test vehicle equipped with Momenta’s R7 world model. The roughly 11.38-kilometer route included the 12-exit roundabout and surrounding streets. The vehicle is still in testing and validation; the companies say it will be introduced to European users in the future.
Congrats to @NVIDIARTXSpark! 🎉 Bringing more frontier AI models closer to local deployment with vLLM. Powerful AI, right at your fingertips! 🔥 https://twitter.com/NVIDIARTXSpark/status/2111079717407183054
DamoDa is developing a second product line for autonomous drone swarms in enclosed, GPS-limited environments and plans to apply for an IPO in 2027, Leiphone reports. According to the company, equipment sales contribute about 70% of revenue, while overseas equipment sales have grown 45-fold over five years. The new system targets navigation, obstacle avoidance and coordinated operations using multisensor positioning, with a demo expected between year-end and early next year.
Microsoft has optimized Windows for Nvidia’s Arm-based RTX Spark laptops through easier AI agent installation, tuned Prism emulation, and unified memory improvements. Tom Warren found Hermes setup mostly took two clicks, while OpenClaw required reinstallation and large local models responded more slowly than cloud models. Copilot Plus PC features, including Recall, are unavailable at launch, with initial Windows Insider availability expected later this year.
Hikvision won the Industrial Automation Award at the 2026 China International Industry Fair on October 12 for its AI ultrasonic testing technology. The company says its ultrasonic foundation model analyzes raw signals to identify and measure defects, and can automatically interpret the full inspection process in typical scenarios. In one automotive parts project, defect identification accuracy was at least 99.5%, with a missed detection rate of no more than 0.5%.
Token Rhythm says more than 300,000 developers have joined its platform and has launched limited-time Singles’ Day pre-sale offers. A single recharge of at least 50 yuan on TokenRhythm API earns the same amount in model usage credits, with no cap on cumulative bonuses; the credits are permanently valid. The company also says previously gifted credits have been made permanently valid.
Modal crossed $1B in annualized run rate and raised a $750M Series D led by Accel at a $15.75B valuation, according to the company announcement cited by Latent Space. Usage grew more than 15x year over year. Modal’s Erik says Sandboxes alone reached a $300M run rate, with close to 3 billion sandboxes launched and support for a million concurrent sandboxes across uses including background agents and reinforcement learning.
Leiphone reports that some AI infrastructure specialists can command annual compensation of 7–8 million yuan as model companies seek lower computing costs. Interviewees identify inference optimization, model quantization, and kernel development as premium skills, while routine framework deployment attracts smaller rewards. StartLux co-founder and CTO Guo Quanwei estimates that only 5%–10% of AI infrastructure workers receive substantial premiums, challenging the impression that salary doubling is widespread.
NVIDIA describes how Nordic countries are building a technology ecosystem around computing infrastructure, startups and industrial applications. AI cloud providers are projected to deploy 1 gigawatt of capacity across the region by the end of 2027, while Sweden’s Sferical One launched a shared supercomputer with 16 racks of NVIDIA DGX GB300 systems and 1,152 GPUs. The source also highlights Nordic companies using NVIDIA technology in recommendations, robotics, meeting assistance and other applications.
Ant Group’s embodied AI company Ant Lingbo has signed strategic cooperation agreements with Longsheng Weirui, Dema Technology and De’er Xiangwang to develop robotics solutions for industrial and logistics settings. The work includes industrial loading and unloading, automotive factory digitalization, and flexible parcel sorting. At the China International Industry Fair, robots from Tihoo and Stardust Intelligence equipped with LingBot-VLA 2.0 demonstrated industrial loading and unloading and flexible sorting.
@leadinginds says Ramp spend data shows Perplexity, Wispr Flow, and Claude Code each bought by 87%+ of buyers in their categories. Inference, GPU capacity, and AI-first GTM remain fragmented. 👀 https://twitter.com/leadinginds/status/2110080629773635595
Flox Intelligence makes on-site AI devices that identify nearby wildlife and emit species-appropriate sounds to deter it. The company says about 150 devices are operating across North America, Europe, and Australia, and it expects about $1.5 million in revenue by the end of 2026. Flox is opening a $10 million Series A to expand deployments and extend the system beyond its current wildlife use cases.
Satlyt has raised an $8 million seed round led by Non Sibi Ventures to build software for running AI models across different companies’ satellites. An earlier deployment of Google DeepMind’s Gemma reduced a transmission about onboard software errors by more than 60%. Its software is set to launch Thursday on a SpaceX rocket alongside Google’s Project Suncatcher prototype, and the company expects to test shared computing across two satellites next year.
Look up! Mistral models are in orbit 🌍. Proud to join @orbitworksspace and @LoftOrbital's first-of-its-kind AI satellite constellation with @NVIDIAAIInfra. @LoftOrbital says @orbitworksspace launched Altair, the first of a 50-satellite AI constellation, a few weeks ago. The constellation will enable users to receive AI-generated alerts within minutes. @NVIDIAAIInfra solutions support models like Mistral’s Ministral 3 to deliver fast, reliable answers to users' critical questions. Mistral says it is proud to join the constellation.
NVIDIA contributed Vera Rubin rack and compute tray designs to OCP through its open MGX architecture and launched open source components for DSX AI Factory. MGX 1.2 supports rack deployments up to 250kW and adds standardized power, cooling and interconnect interfaces. NVIDIA and partners also announced facility and grid resilience specifications, Meta’s adoption of Spectrum-6 switches, plans for USFP optical modules with Cisco, and Falcon Transport support on future ConnectX-10 SuperNICs and BlueField DPUs with Google.
Why it matters: The specifications show how shared rack, cooling, power and software interfaces can give infrastructure builders a common implementation target as AI factories scale to higher power densities.
Mustafa Suleyman calls Microsoft’s new silicon 🔥 and highlights “40% more tokens per watt!” In the quoted announcement, Satya Nadella says Maia 300 delivers 40% more tokens per watt than leading GPU-based systems, with multi-gigawatt Maia deployments planned starting next calendar year as the primary inference system for Microsoft’s products and services. He says Maia 200 is already being deployed across the US, Europe, and Australia, delivering up to 1.7x more tokens per watt across Teams and Copilot experiences. https://twitter.com/satyanadella/status/2109631106404487523
Anta is using Volcano Engine Agents for promotional videos, overseas ordering, and cross-border returns. The article reports that an ArkClaw workflow packages four ordering templates into Skills, reducing ordering decisions from half a day to 10–20 minutes, cutting manual entry by about 90%, and achieving data accuracy above 99%. A returns Agent automatically creates over 1000 return documents monthly for Anta’s TikTok cross-border business, with expansion to FILA and other brands planned.
Baidu announced that Baidu World 2026 will take place on November 12 at the China National Convention Center Phase II in Beijing, under the theme “The Next Act: Intelligent Organizations.” The event plans one main forum, 12 breakout forums, more than 30 AI classes, and a 6,000-square-meter exhibition area. Its forums will cover AI-driven organizational change, including AI office tools and enterprise deployment of agents.
Siemens will showcase its industrial full-stack capabilities at the 26th China International Industry Fair, including a first full end-to-end humanoid robot solution spanning design, manufacturing, assembly and factory-floor use. It plans to release more than 20 new products and open 6 embodied intelligence "factory entry" scenarios, alongside an upgraded "钻耀之心3.0" and applications for data centers, electronics and semiconductors, and zero-carbon factories.
A QbitAI roundup argues that compute access now drives talent retention, model leadership and monetization in Silicon Valley. It cites Noam Shazeer leaving Google for OpenAI after his team's compute was reallocated, Anthropic's May SpaceX deal for over 300 MW and 220,000 Nvidia GPUs, and SemiAnalysis data showing H100 one-year rental prices rising from $1.70 to $2.35 per GPU-hour between October 2025 and March 2026.
Standard Bots, which calls itself "America's largest AI-native industrial robot manufacturer," described its AI stack for industrial robot arms used in machine tending, welding, and assembly. Its largest model is in the low billions of parameters, trained on over a billion images for zero-shot perception, with training in the cloud and inference run on-premises via edge GPUs. The company recently raised $200 million at a $1 billion valuation in a Series C led by General Catalyst and RoboStrategy.
Leapmotor founder Zhu Jiangming said the company's second brand aims to do to cars what the iPhone did to feature phones, with a new architecture and a cabin space efficiency above 100%. The brand's first model is planned to debut and begin deliveries in Q4 next year. Leapmotor also detailed a world-model smart driving stack and technology supply deals with FAW and Stellantis.
Tesla has renamed Full Self-Driving (Supervised) to Tesla Assisted Driving on its websites in Germany, Spain, the Netherlands and Slovakia, while the US site keeps the original name. Germany's transport ministry called the FSD name misleading, and Tesla proposed the change itself. Germany's transport minister said he would push for EU-wide approval, though a planned October vote was delayed to at least December.
As of March this year, China's daily average Token call volume exceeded 140 trillion, and large-scale inference is driving SSDs to extend from capacity and persistent storage toward the compute side. Samsung demonstrated a Z-NAND architecture, placing model weights in Z-NAND and keeping KV Cache in DRAM; large North American internet companies have begun replacing some HDDs with high-capacity QLC SSDs. Data management is also shifting from fallback-style tiering to proactive tiering at the outset of system design and dynamic scheduling during operation.
Amazon announced it will no longer use non-disclosure agreements when negotiating data center deals with local governments, after Microsoft took a similar step earlier this year. The secrecy practices had previously fueled community opposition to AI infrastructure, with hundreds of proposed and enacted bans from New York to San Francisco. TechCrunch's Equity podcast discussed whether dropping NDAs will change how data center deals get done, and why trust may be the real product for personal AI startups.
One year after launching the ZeroFlap optical module, Credo is pushing product bandwidth from 800G to 1.6T. Its latest-generation all-DSP module, Cardinal 802, for the first time combines the 200G/lane Cardinal DSP, the Kfir200 SiPho PIC obtained through the acquisition of DustPhotonics, and the PILOT diagnostic platform.
Security company Zenity Labs says AWS Bedrock AgentCore has a vulnerability chain it calls AgentCorruption. An attacker needs only chat access to one publicly accessible agent and a single prompt to take over all AgentCore agents in the same AWS account and region, read private conversations, download source code, and obtain stored credentials.
Nvidia is extending its Halos safety system from autonomous driving to robotics. Announced in June 2026, Halos for Robotics targets warehouse autonomous mobile robots, humanoid robots in factories, and surgical robots. It provides hardware and software tools to help developers build safety guardrails into physical AI devices. Amit Goel, who leads Nvidia's robotics ecosystem and edge computing, said safety is becoming the next bottleneck as AI models and robot hardware improve.
Geely Auto Group unveiled its next-generation AI charging technology, Geely Smart Charge. Peak power reaches 2,250 kW per connector, maximum charging temperature stays below 65°C, and battery cycle life improves by 20%. The system uses Xingrui PowerMind, an energy brain co-developed with StepFun. In tests, the Lynk & Co 10 charged from 10% to 97% state of charge in an average of 8 minutes 40 seconds. By the end of 2027, Geely plans to build more than 22,000 charging stations and 100,000 charging connectors, becoming the first to provide coverage in every county nationwide.
At its Huawei Connect conference, Huawei launched OceanStor M900. Nvidia has also introduced CMX Context Memory Storage. Both move reusable KV cache from inference into tiered external storage, trading storage for compute to reduce costs.
KargoBot announced on September 22 in Qipanjing Town, Ordos, the launch of a large-scale AI transport network, putting manned heavy trucks, driverless trucks with retained cabs, and cabless transport robots into the same transport system. Its driverless transport fleet has reached the scale of about one hundred vehicles, with operations covering 6 provinces including Inner Mongolia, Xinjiang, Gansu, Shaanxi, and Shanxi, and it cooperates with 30 customers, 8 automakers, and about 30 ecosystem partners.
At its first in-person event in two years, Microsoft launched the new Surface Laptop Ultra and announced a series of Windows 11 changes, while outlining its vision for local AI and agent workflows in personal computing.
Great to partner with NVIDIA as we kick off this next chapter for Windows. Thank you @JensenHuang and @sriramk for joining us today!
At a Windows AI and Surface event in San Francisco, NVIDIA and Microsoft said they are designing software and hardware together for the agent era on Windows PCs. Microsoft announced that its OS-level Microsoft Execution Containers (MXC) infrastructure is generally available, allowing agents to run persistently in the background under system control.
Why it matters: NVIDIA and Microsoft are delivering both the system-level containers and local compute needed to run agents, helping readers assess the conditions for local agent workflows.
Stacklok, founded by Kubernetes creators Craig McLuckie and Joe Beda, is moving coding-agent harnesses from desktops to the cloud. Its open-source project Mecatl decouples the agent loop from the client, model provider, state store, and execution environment.
AWS published an explanation of the international standard ISO/IEC 42005:2025 and how to integrate AI system impact assessments into enterprise risk management. The standard covers the full assessment lifecycle. Annex D simplifies assessments and avoids duplication with existing reviews, Annex E provides an independent implementation template, and a lightweight triage process determines whether a full assessment is needed.
NVIDIA's State of AI in Telecommunications report found that 89% of respondents consider open models and software important to their company's AI strategy. NVIDIA released Nemotron 3 Large Telco Model (LTM), a 30-billion-parameter model fine-tuned by AdaptKey on open telecom datasets, and published the full fine-tuning workflow.
TechCrunch Disrupt 2026 takes place October 13–15 at Moscone West in San Francisco, with several conversations focused on founders' choices between open and closed AI. Speakers from Together AI, Pathway, Oumi, Nvidia, and others will discuss multi-model applications, tradeoffs between customizing open weights and building models in-house, and hardware such as AI-optimized chips.
On October 3, Musk confirmed on X that he is discussing a Terafab chip-manufacturing partnership with TSMC, saying it is only a discussion but may lead somewhere. Terafab is a vertically integrated chip project involving Tesla, SpaceX, and xAI. Its first phase has an investment of $16.8 billion, with potential long-term investment of up to $119 billion and a goal of producing about 1 TW of AI compute annually.
