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Building a machine network based on blockchain to create a new IoT era

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Mankind is entering the era of “connection of all things”

Recently, the Ministry of industry and information technology released the key industries and application scenarios of “5G + industrial Internet”, marking that China’s 5G application has shifted from exploration to promotion. 5G has three characteristics: high speed, low delay and wide connection, which will promote the consumer Internet forward to the industrial Internet, and finally build an intelligent world of “everything connected”.

The essence of industrial Internet is to use information technology to closely connect the equipment, production lines, factories, suppliers, products and customers in the industrial manufacturing industry, which is across the equipment, system, and region, so as to improve efficiency and promote the intellectualization of the whole manufacturing service system. The 5G application scenarios released recently, such as collaborative operation and flexible manufacturing, indicating the importance of industrial Internet to achieve broader and deeper social cooperation. It is through this large-scale cooperation that human civilization makes progress continuously.

Large-scale social cooperation could be divided into two patterns: the first is centralized, with hierarchical “command-feedback” chain and mutual principal-agent relationship as the core characteristics. The typical representatives are government, bureaucratic organizations and military units; the second type is decentralized, represented by market mechanism. There is no central planning or unified coordination. The participants of the mechanism, based on cost-benefit calculation, promote the overall interests through automatic division of labor and exchange. On the social level, the efficiency of decentralized market mechanism is higher than that of centralized command mechanism. In the future mass machine equipment connection (mMTC) network, a decentralized and value exchange based large-scale collaboration among machines can be realized by introducing market mechanism. Therefore, the industrial Internet in the digital era is not only the Internet of factory manufacturing, but also a distributed network and governance structure. All enterprises can safely join this network to realize manufacturing services, integrated innovation and value sharing.

Sharing mechanism in large scale machine cooperation

Although large-scale collaboration between machines has great value potentially, it still faces problems such as privacy protection, trust between agents and higher demand of computing power of large-scale collaboration.

Therefore, the solution design of the industry is to adopt the pattern of “machine network + blockchain”. The role of Cloud in traditional industrial Internet, such as using the smart contract based on the blockchain to realize the value measurement, distribution and settlement of large-scale cooperation. Finally, it would make the large-scale cooperation of cross-border and public affairs more credible and efficient.

1) Effective data confirmation

The reason why blockchain has become the key to the future industrial Internet is that it integrates technologies such as cryptography, peer-to-peer network, consensus mechanism, and forms a new way of data recording, transmission, storage and presentation, so as to construct a decentralized pattern, which can effectively confirm the data rights. In the industrial Internet, the integration of blockchain technology can solve the problem of mutual trust and cooperation among multiple players, as well as the problem of industrial enterprises’ control over their own data.

2) Reducing the transaction cost of multilateral platform

With the development of global market and the subdivision of supply chain, the participation cost of complex business activities is no longer “bilateral”, but “multilateral”, and the establishment of trust relationship is more and more expensive. Blockchain technology can build a peer-to-peer and unified platform for business activities. At the same time, it can significantly reduce one of the trust costs in transaction costs to be commercially feasible. Participants in business activities will move from traditional “bilateral platform” to “multilateral platform”. While scale effect is formed, the trust cost will not increase too much.Finally, it will be superimposed into an ecological effect, forming a viable business model.

3) To solve the problem of Isolated Data Island by privacy computing

Although blockchain can play a significant role in solving trust, cooperation and other problems in industrial Internet, it still has some defects in data value mining and privacy protection. Therefore, blockchain also needs to combine with privacy computing. Privacy computing can not only realize data sharing under privacy protection, ensure the authorization of privavy data, but also prevent malicious eavesdroppers or others from accessing the original data or data calculation results. In the industrial Internet, the core data is still kept in the enterprise. Under the premise of meeting the needs of data privacy security, privacy computing enables enterprises to use massive industrial data more efficiently and accurately, solving the problem of Isolated Data Island. Furtherly, it enhance the value of data in the process of sovereign ownership and rights sharing, and realize the two-way empowerment of various enterprises.

PlatON helps intelligent interconnection of Machine Networks

PlatON is a privacy computing network based on cryptography algorithm. As a global leader in blockchain industry, it can effectively solve the problems about Big Data managemen in the industrial Internet by its existing technical advantages, and provide a safer infrastructure based on privacy protection and edge computing capability. Firstly, PlatOn’s powerful encryption algorithm technology can provide trusted device authentication, multi-channel data transmission and data storage services for industrial Internet, and enhance the security of device system; Secondly, PlatOn’s new computing architecture can make full use of the computing resources of adjacent nodes, provide strong computing support for the industrial Internet, and comprehensively improve the timeliness of services. Finally, PlatOn’s privacy protection and multi-party secure computing (MPC) technology can support collaborative analysis of massive data and integration of diverse scenarios

On April 30, 2021, the PlatON privacy AI computing network obtained the community license with 80.6% support rate, and the current pre-deployment network has officially become the main network. PlatON will gradually establish a multi-agent collaboration and computing network for the future, and promote industrial civilization and human society from “interconnection of all things” to “intelligent connection of all things”.

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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911 Exteriors, a reputable roofing company in Irving, shares guidance for spotting possible roof damage after severe weather

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Recent Storm Activity In North Texas

Irving, Texas, Oct 01, 2026, ZEX PR WIRE — Severe storm activity over parts of North Texas on September 20 brought heavy rains, damaging winds, and hail concerns to a few communities.  A post-storm inspection is critical for homeowners, particularly when severe weather conditions put stress on roofing materials.

Even roofs that appear to be fine can be damaged due to storms. If damage is suspected, homeowners across the DFW area should watch for any visible warning signs and schedule a professional inspection.

The Reason You May Not See Storm Damage

Storm damage is not always apparent. Hail only leaves small impact marks, while strong winds can break, unfasten, or lift shingles without causing a leak immediately. Over time, loss of these granules can also damage shingles.

Other concerns include deteriorated flashing, roof penetrations, vents, and areas around skylights. If there are small openings in the roofing system, the water will seep under the roof and lead to moisture damage within the house.

Signs Irving and DFW Homeowners Should Pay Attention To

 Following severe weather, homeowners can safely inspect areas they can see from the ground and access for interior signs of damage:

  • Missing or lifted shingles

  • Hail marks or impact damage

  • Granules accumulating around gutters and downspouts

  • Damaged or displaced flashing

  • Loose roofing components

  • Ceiling or attic water stains

  • New leaks or signs of moisture

  • Damaged vents or skylights

Homeowners who notice these warning signs should hire a DFW roofing company for a detailed inspection

Why a Professional Roof Inspection is Crucial

It will point out obvious storm damage, but also other less-obvious hail hits and potential water entry points, as well as worn-out roof components. A qualified Irving roofer comes with advanced equipment to assess whether a problem needs immediate repair.

Climbing on your roof after the storm is usually unsuitable for homeowners. The slippery nature of wet & damaged roofing surfaces can create extreme safety hazards. An experienced professional comes equipped with the appropriate tools and training to inspect the roof in a safer manner.

How to Identify Storm Damage

Homeowners who suspect their property may have suffered storm damage can do the following:

  • Take photos of any visible damage from a safe distance.

  • Inspect the roof and inside the attic for moisture or water stains.

  • Steer clear of any makeshift repairs, which can lead to extra problems later.

  • Schedule a professional roof inspection.

  • Some insurance policies only review auto damage after an accident, for example.

  • Retain photographs, inspection records, and documentation from your free consultation for future reference.

Expert Roofing Advice From 911 Exteriors Roofing and Construction

“Homeowners should not think that their roof is fine just because they cannot see any leaks,” a representative from 911 Exteriors Roofing and Construction said. “Storm damage can sometimes be subtle, and issues around shingles, flashing, vents, or other roofing components may not immediately be evident. A simple initial inspection can detect problems before they become more severe.

Local Roofing in Irving & the DFW Area

With over three decades of experience, 911 Exteriors Roofing and Construction has been providing effective roofing services to Irving residents and other neighborhoods. The company offers residential and commercial roofing services, including storm and hail damage inspections, emergency roofing service, roof repairs, and replacements.

As a trusted Irving roofing company, roofers at 911 Exteriors Roofing and Construction know the role of roof inspections after severe weather. Irving roofers assist homeowners with assessing damage and understanding how to proceed.

Protecting Your Roof After Extreme Weather

Storm damage may not necessarily show signs of a leak. If you are a homeowner who suspects your roof has been impacted, it is better to schedule a professional inspection than to wait until there is a bigger roofing problem. Early inspection protects the home and provides more insight into required repairs.

About 911 Exteriors

911 Exteriors Roofing and Construction is a trusted roofing company serving Irving and the greater Dallas-Fort Worth area. With over 30 years of experience, the company provides roof inspections, repairs, replacements, and storm damage services. 911 Exteriors Roofing and Construction has served more than 12,000 homes and is known for responsive service, quality workmanship, and customer-focused roofing solutions. For more information, call 972-243-6700 or visit 911exteriors.com.

About Author

Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

The Maid Place Shares Fall Cleaning Checklist for North Texas Homeowners Before Holiday Hosting Begins

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Recent Storm Activity In North Texas

Irving, Texas, Oct 01, 2026, ZEX PR WIRE — Severe storm activity over parts of North Texas on September 20 brought heavy rains, damaging winds, and hail concerns to a few communities.  A post-storm inspection is critical for homeowners, particularly when severe weather conditions put stress on roofing materials.

Even roofs that appear to be fine can be damaged due to storms. If damage is suspected, homeowners across the DFW area should watch for any visible warning signs and schedule a professional inspection.

The Reason You May Not See Storm Damage

Storm damage is not always apparent. Hail only leaves small impact marks, while strong winds can break, unfasten, or lift shingles without causing a leak immediately. Over time, loss of these granules can also damage shingles.

Other concerns include deteriorated flashing, roof penetrations, vents, and areas around skylights. If there are small openings in the roofing system, the water will seep under the roof and lead to moisture damage within the house.

Signs Irving and DFW Homeowners Should Pay Attention To

 Following severe weather, homeowners can safely inspect areas they can see from the ground and access for interior signs of damage:

  • Missing or lifted shingles

  • Hail marks or impact damage

  • Granules accumulating around gutters and downspouts

  • Damaged or displaced flashing

  • Loose roofing components

  • Ceiling or attic water stains

  • New leaks or signs of moisture

  • Damaged vents or skylights

Homeowners who notice these warning signs should hire a DFW roofing company for a detailed inspection

Why a Professional Roof Inspection is Crucial

It will point out obvious storm damage, but also other less-obvious hail hits and potential water entry points, as well as worn-out roof components. A qualified Irving roofer comes with advanced equipment to assess whether a problem needs immediate repair.

Climbing on your roof after the storm is usually unsuitable for homeowners. The slippery nature of wet & damaged roofing surfaces can create extreme safety hazards. An experienced professional comes equipped with the appropriate tools and training to inspect the roof in a safer manner.

How to Identify Storm Damage

Homeowners who suspect their property may have suffered storm damage can do the following:

  • Take photos of any visible damage from a safe distance.

  • Inspect the roof and inside the attic for moisture or water stains.

  • Steer clear of any makeshift repairs, which can lead to extra problems later.

  • Schedule a professional roof inspection.

  • Some insurance policies only review auto damage after an accident, for example.

  • Retain photographs, inspection records, and documentation from your free consultation for future reference.

Expert Roofing Advice From 911 Exteriors Roofing and Construction

“Homeowners should not think that their roof is fine just because they cannot see any leaks,” a representative from 911 Exteriors Roofing and Construction said. “Storm damage can sometimes be subtle, and issues around shingles, flashing, vents, or other roofing components may not immediately be evident. A simple initial inspection can detect problems before they become more severe.

Local Roofing in Irving & the DFW Area

With over three decades of experience, 911 Exteriors Roofing and Construction has been providing effective roofing services to Irving residents and other neighborhoods. The company offers residential and commercial roofing services, including storm and hail damage inspections, emergency roofing service, roof repairs, and replacements.

As a trusted Irving roofing company, roofers at 911 Exteriors Roofing and Construction know the role of roof inspections after severe weather. Irving roofers assist homeowners with assessing damage and understanding how to proceed.

Protecting Your Roof After Extreme Weather

Storm damage may not necessarily show signs of a leak. If you are a homeowner who suspects your roof has been impacted, it is better to schedule a professional inspection than to wait until there is a bigger roofing problem. Early inspection protects the home and provides more insight into required repairs.

About 911 Exteriors

911 Exteriors Roofing and Construction is a trusted roofing company serving Irving and the greater Dallas-Fort Worth area. With over 30 years of experience, the company provides roof inspections, repairs, replacements, and storm damage services. 911 Exteriors Roofing and Construction has served more than 12,000 homes and is known for responsive service, quality workmanship, and customer-focused roofing solutions. For more information, call 972-243-6700 or visit 911exteriors.com.

About Author

Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

From Question to Action: Leverate Launches ASK, Its Native AI Assistant for Traders

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Dubai, United Arab Emirates, October 1st, 2026, FinanceWire

Whether checking a balance, reviewing a position or completing a task, traders expect quick answers without having to switch between screens or channels. Leverate has launched ASK, a native AI assistant built into its trading platform, answering from live account data and carrying out the next step in the same place.

ASK completes Leverate’s native AI layer for traders. The platform’s existing AI assistant brings real-time market insights and broker intelligence into the trading experience. ASK adds the operational side. Working from the trader’s own account, it explains what is happening and carries out what comes next, all inside the chat.

From Question to Action

ASK is part of Leverate’s trading platform itself, available from any screen and opening into a conversation. Traders can ask about balances, positions, margin, verification status, deposit history and bonus status, and each answer is drawn from their own account rather than from general guidance.

Where an answer alone does not finish the task, ASK continues. It can open a specific area of the platform and highlight the relevant section, add an indicator to a chart, and where the broker has enabled it, place, modify or close a trade inside the conversation. Any action affecting a trader’s funds or open positions requires explicit confirmation before it is executed. ASK does not trade autonomously and is not designed to provide personalised investment advice.

Built for Action, Configured by the Broker

Because ASK runs inside the platform, a trader does not switch channels or put the question to support and wait. The same conversation that explains a declined withdrawal can open the relevant page, manage a position or add an indicator to a chart.

Brokers decide how ASK behaves for each brand. They configure its name, choose which traders can access it, enable or restrict trade execution and deposit nudges, set escalation paths and apply usage caps. Every action ASK can take sits inside the permissions the broker has set.

For the broker, that shorter path keeps more of the trader’s activity inside their own environment. Routine account questions are resolved without handing the trader to a separate support channel, and each answer can lead directly into the next action on the platform.

“We believe the trading experience should be simple, connected and all in one place. Traders shouldn’t have to move between different tools to get an answer or complete a task. With ASK, AI becomes part of that experience, helping traders go from question to action with less friction and greater ease.” Ran Strauss, CEO & Co-Founder, Leverate  

Availability

ASK is available now for brokers using Leverate’s trading platform and can be enabled per brand through the CRM. Availability of individual capabilities may depend on broker configuration and jurisdictional requirements.

For more information, users can visit leverate.com.

About Leverate

Leverate is a leading force in fintech innovation, dedicated to empowering financial institutions, brokers and prop firms with cutting-edge technology that drives growth, efficiency and success. With 19+ years of experience and broker clients worldwide, Leverate provides a complete ecosystem, from trading platforms and CRM to liquidity and prediction markets, helping firms launch, operate and scale with confidence.

Contact

Leverate Sales
Leverate
sales@leverate.com

About Author

Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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