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  • IoT’s New Core: Perception Layer Takes Over as AI Steps Into the Physical World

    Author: Peng Zhao (Founder of Zhicifang, Co-Founding Partner of Yunhe Capital) Just as people always synchronize their clocks to the same tick before executing a task requiring precise coordination, a robot's sensory systems must also "synchronize" before it can walk or grasp objects. This year, Beiwai Sensing in Wuxi launched an embodied intelligence multi-sensor fusion pose navigation unit, integrating a 360° 3D LiDAR, an inertial/pose unit, a global shutter industrial camera, and an edge comp

    November 2, 2026

    IoT’s New Core: Perception Layer Takes Over as AI Steps Into the Physical World
  • Whole-Home AI Intelligence: Apple HomeView, Ecosystem Competition and Domestic Chip Opportunities

    Author: Fang Yuan Smart speakers can understand voice commands, air conditioners support remote control, cameras identify people and pets, and robot vacuums have already acquired the ability to autonomously plan cleaning routes. However, for ordinary households, true whole-home intelligence has not yet been fully popularized. Devices from different brands often operate within independent control systems, forcing users to switch between multiple apps. The so-called smart linkage frequently remain

    November 2, 2026

    Whole-Home AI Intelligence: Apple HomeView, Ecosystem Competition and Domestic Chip Opportunities
  • C-V2X Moves from Pilot to Mass Rollout: Supply Chain Opportunities and NR-V2X Roadmap

    According to reports, relevant authorities have initiated the formulation of mandatory standards for installing C-V2X in vehicles. A working group has been established, with dozens of participating entities. This signifies that C-V2X terminals will enter the mass production pre-installation phase for the first time under a mandatory national standard. In recent years, the cumulative release of policy signals has driven the Vehicle-to-Everything (V2X) industry beyond the "pilot demonstration" sta

    October 27, 2026

    C-V2X Moves from Pilot to Mass Rollout: Supply Chain Opportunities and NR-V2X Roadmap
  • China Mobile Builds Vehicle-Road-Cloud ICV Demonstration in Jiashan, Zhejiang

    Intelligent connected vehicle (ICV) deployments in the Yangtze River Delta Integration Demonstration Zone are moving beyond core urban districts and extending into county-level units. Recently, Zhejiang Mobile won the bid for the Jiashan County intelligent connected autonomous driving integration project, with a total project value exceeding CNY 104 million. As 5G-A, BeiDou high-precision positioning, and L4-level autonomous driving are deeply integrated, Jiashan, a node county at the intersecti

    October 26, 2026

    China Mobile Builds Vehicle-Road-Cloud ICV Demonstration in Jiashan, Zhejiang
  • Physical Ai Commercialization: China As Training Ground, Overseas Markets As Profitable Arena

    Author: Peng Zhao In recent intensive exchanges with multiple enterprises, the anxieties and reflections from all parties ultimately point to the same proposition: Where exactly should the value realization of Physical AI be completed? Piecing together these frontline insights, I have reached three judgments that are completely different from the inertia of hardware going global over the past decade or so: First, spatial mismatch: The domestic market is the training ground, while the overseas ma

    October 21, 2026

    Physical Ai Commercialization: China As Training Ground, Overseas Markets As Profitable Arena
  • ECE Covers 90% of Nokia’s Private Network Customers, Profitability Pressure & Strategic Tradeoffs Behind the Deal

    By Sophia, Original Just about a year ago, Nokia announced in the capital market the launch of a business portfolio adjustment, classifying Enterprise Campus Edge (ECE) as a non-core business and planning to determine its future direction in 2026. This decision immediately raised questions in the market about its private 5G strategy: Is Nokia paving the way to sell ECE, or even preparing to exit a market it has cultivated for many years? In response to external doubts, Nokia quickly responded, e

    October 20, 2026

    ECE Covers 90% of Nokia’s Private Network Customers, Profitability Pressure & Strategic Tradeoffs Behind the Deal
  • Insights From VPP Group Standards: IoT Builds Token Factory for Physical World, Breaking the Hundred‑Billion‑Connection Trap

    In the previous article "How AIoT Firms Shift to Outcome-based Profit Sharing & Escape Project-based Cash Flow Dilemma", I explored a proposition: how can IoT companies break free from the fate of merely selling hardware and engaging in price wars, and share profits based on the business results created by AI? The core conclusion of the article is that to get results, we need to bridge the gap between measurability and attributability. At industrial sites, the most objective metering method

    October 15, 2026

    Insights From VPP Group Standards: IoT Builds Token Factory for Physical World, Breaking the Hundred‑Billion‑Connection Trap
  • How AIoT Firms Shift to Outcome-based Profit Sharing & Escape Project-based Cash Flow Dilemma

    Bottom Connectivity Depreciates While Top Intelligence Appreciates: The Underlying Logic of Profit Flow in IoT Industrial Chain After the publication of the previous article, an entrepreneur raised a question that strikes at the core: "The vast majority of Industrial IoT companies today can still only earn one-time or fixed service fees for hardware, network deployment, and O&M. AI is merely an add-on feature, treated as a bonus point during bidding, or even reduced to a tool for price cuts

    October 15, 2026

    How AIoT Firms Shift to Outcome-based Profit Sharing & Escape Project-based Cash Flow Dilemma
  • Core Proposition of Industrial AIoT: Taming Probabilistic AI with a "Cage of Certainty" to Break the Project-Based Industry Dilemma

    Author: Peng Zhao (Founder of Zhicifang, Co-founding Partner of Yunhe Ziben) Original On the snow-capped plateau in Ganzi, Sichuan, at an altitude of 3,400 meters, temperatures approach -30°C, and strong electromagnetic fields are ubiquitous. Here, it is impossible to expect the massive amount of data collected by sensors to be transmitted back to the cloud thousands of miles away. Faced with such extreme spatial constraints, engineers from Zhongguo Diankeyuan made a bold decision: they embedded

    October 12, 2026

    Core Proposition of Industrial AIoT: Taming Probabilistic AI with a "Cage of Certainty" to Break the Project-Based Industry Dilemma
  • Shandong Awards CNY45.05M Bid for Provincial Low-Altitude Intelligent Connected Platform, Serving as Provincial-level General Dispatch Hub for Low-Altitude Flight

    According to the announcement on the China Government Procurement Network on October 7, Nanjing Les Information Technology Co., Ltd. won the bid for the Shandong Province Low-Altitude Intelligent Connected System Platform Development Project with a comprehensive score of 93.11, standing out among nearly 10 bidding suppliers. The winning bid amount is CNY 45.05 million. Aerospace Era Low-Altitude Technology Co., Ltd., Qilu Aerospace Information Research Institute, and Beidou Fuxi Information Tech

    October 9, 2026

    Shandong Awards CNY45.05M Bid for Provincial Low-Altitude Intelligent Connected Platform, Serving as Provincial-level General Dispatch Hub for Low-Altitude Flight
  • Two Distinct Paths for Global Satellite IoT: Dedicated Constellation vs 3GPP NTN Standard Ecosystem

    Author: Zhao Xiaofei, IoT Think Tank Original Recently, market research firm Counterpoint Research released its annual Satellite IoT Connectivity CORE Evaluation Matrix. Based on data from the first half of 2026, the matrix systematically evaluates 18 overseas satellite IoT players across two dimensions: Capabilities and Execution. The matrix categorizes the players into four quadrants: the Leader quadrant is further divided to include a Pacesetters segment, while the Challenger and Niche quadra

    October 5, 2026

    Two Distinct Paths for Global Satellite IoT: Dedicated Constellation vs 3GPP NTN Standard Ecosystem
  • Four Long-Standing Hurdles of Smart Homes: How AItoH Breaks Privacy, Ecology & Network Bottlenecks

    At 3 a.m., an elderly person living alone falls in the bedroom, but family members are reluctant to install monitoring devices due to privacy concerns; on weekday evenings, children take online classes at home, but parents cannot rush back to accompany and tutor them due to overtime work; during daily commutes to work, the home is left empty with family members and pets, leaving the home status unattended and unexpected situations unknown. These scenarios represent the daily troubles faced by co

    September 28, 2026

    Four Long-Standing Hurdles of Smart Homes: How AItoH Breaks Privacy, Ecology & Network Bottlenecks
  • Bottom Connectivity Depreciates While Top Intelligence Appreciates: The Underlying Logic of Profit Flow in IoT Industrial Chain

    Author: Peng Zhao (Founder of Zhicifang, Co-Founding Partner of Yunhe Capital) Original In the first three quarters of 2026, we have witnessed AI (Artificial Intelligence) integrating into the physical world at a breakneck pace. Whether it is embodied AI in factories or autonomous driving in cities, for large models to perceive reality and execute actions, every bit of data and control flow they ingest and emit must pass through the modules and sensors of IoT (Internet of Things) companies. Howe

    September 23, 2026

    Bottom Connectivity Depreciates While Top Intelligence Appreciates: The Underlying Logic of Profit Flow in IoT Industrial Chain
  • Physical AI Drives Growth of 5G Private Networks: Wireless Connectivity Becomes a Core Part of the Physical AI Control Loop

    By Zhao Xiaofei, IoT Think Tank, Original Over the past few years, the wave of AI (Artificial Intelligence) has primarily unfolded in the digital world. The evolution of large models has driven substantial progress in text generation, algorithm optimization, and more. Beyond these digital AI advancements, a more profound transformation is underway: AI is stepping into the physical world. Embedded in robots, AGVs, AMRs, industrial cameras, and smart sensors, it directly perceives, makes decisions

    September 22, 2026

    Physical AI Drives Growth of 5G Private Networks: Wireless Connectivity Becomes a Core Part of the Physical AI Control Loop
  • Trackonomy Acquires Identiv’s IoT Tag Business: Building a Full Silicon-to-Cloud Physical AI Group

    By Sophia, Original On September 16, 2026, Trackonomy Systems announced the completion of its acquisition of Identiv's IoT tag business. While this transaction may appear to be a traditional business asset integration, it actually reflects a deeper transformation occurring within the IoT industry. Headquartered in San Jose, California, Trackonomy is a company centered on Physical AI and the only group in this field that simultaneously covers proprietary semiconductors, high-volume smart tag proc

    September 20, 2026

    Trackonomy Acquires Identiv’s IoT Tag Business: Building a Full Silicon-to-Cloud Physical AI Group
  • Dyson CameraJet: Physical AI Gains Sight as Vision Enters Home Appliances in 2026

    In September 2026, Dyson launched a product that seems somewhat uncharacteristic of the brand: the CameraJet™ Visual Imaging Toothbrush. This toothbrush features a built-in 1mm, 0.1-megapixel macro camera that scans 28 real-time images per second. Once the AI (Artificial Intelligence) interdental optical positioning algorithm identifies the interdental spaces, it triggers a conical water jet in as fast as 100 milliseconds. For this toothbrush, Dyson deployed 661 engineers and six years of develo

    September 20, 2026

  • Beken: What Is Its Relationship with Broadcom?

    In the semiconductor industry, naming is somewhat of an art. Some companies are low-key and pragmatic, while others reveal extraordinary ambitions from the very beginning. Beken Corporation is exactly such a company that sparks imagination right from its name. What exactly is its relationship with Broadcom, the global communications semiconductor giant? When eefocus disassembled a Xiaomi karaoke microphone, a Xiaomi walkie-talkie, and an AI toy named "Fuzai", and saw the Beken logo prominently p

    August 27, 2026

    Beken: What Is Its Relationship with Broadcom?
  • Why Industrial Internet Platforms Failed And How AI Large Models Are Reshaping Factory Digitalization

    Author: Peng Zhao (Founder of Zhicifang, Co-Founding Partner of Yunhe Capital) Original Recently, I had an in-depth conversation with Tao Jianhui, founder of Taos Data. He once shared a highly visual detail: when he visited a cigarette factory and chatted with an on-site engineer, the engineer looked him over and said, "You don't even smell like smoke." This remark was about him, but it actually applies to today's AI large models. No matter how unprecedented their language capabilities are, once

    August 26, 2026

    Why Industrial Internet Platforms Failed And How AI Large Models Are Reshaping Factory Digitalization
  • Brazil’s 4.4M Smart Water Meter Project: How GSMA SGP.32 eSIM IoT Powers the World’s Largest Smart Water Initiative

    Author: Sophia, Original The world's largest smart water IoT (Internet of Things) project is now being implemented in Brazil. Recently, SABESP (Companhia de Saneamento Básico do Estado de São Paulo) announced that it will join hands with Telefónica/Vivo and IDEMIA Secure Transactions (IST) to launch a 14-year smart water project, enabling secure connectivity for 4.4 million smart water meters in the cities of São Paulo and São José dos Campos. Data shows that Brazil is a water-rich country, with

    August 20, 2026

    Brazil’s 4.4M Smart Water Meter Project: How GSMA SGP.32 eSIM IoT Powers the World’s Largest Smart Water Initiative
  • State Grid’s CNY6.8 Billion Embodied AI Procurement: How Demand-Side Large Models Reshape Industrial Robotics

    Author: Peng Zhao (Founder of Zhicifang, Co-Founding Partner of Yunhe Capital) Original by IoT Think Tank This is my 430th column article. On August 19, the World Robot Conference will kick off in Yizhuang, Beijing. According to the official announcement, the State-owned Assets Supervision and Administration Commission of the State Council (SASAC) will announce the establishment of the "Central Enterprise Robot Innovation Consortium" at the conference. Its core purpose is condensed into twelve w

    August 19, 2026

    State Grid’s CNY6.8 Billion Embodied AI Procurement: How Demand-Side Large Models Reshape Industrial Robotics

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