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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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An Open Letter From Jesus Contreras to the Treasure Coast and Miami

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  • Jesus Contreras writes an open letter connecting years of local volunteer work to the discipline he brings to his accounting career in Miami.

Miami, Florida, November 14, 2026, ZEX PR WIRE, I live in Miami now because of work, but I am still, in every way that matters to me, a Treasure Coast kid. I grew up in Stuart. I learned to fish there, ran track and cross country there, played soccer on fields I could walk to. So when people ask why I still make the drive back as often as I do, the honest answer is that Stuart is where most of the people I owe something to still live.

This letter is for them, and for the people in Miami who have no idea where Stuart is but who shape my week just as much. It is also for anyone in accounting who has ever wondered whether community work and a demanding career can actually coexist, or whether one has to give way to the other.

What the Work Looks Like When No One Is Watching

Over the years, I have helped collect food donations from churches across the Treasure Coast for Thanksgiving food drives, work that started when I was in middle school and followed me through high school, college, and into my career. I have gone door to door delivering food that had not been picked up, so it did not go to waste. I have helped gather car seat donations with the Martin County Sheriff’s Office so families who could not afford one would not have to choose between safety and cost. I have translated at community movie nights so language was not the thing standing between a family and information they needed.

None of that shows up on a balance sheet. But if you work in assurance long enough, you start to notice that it runs on the same logic a balance sheet does: resources exist, needs exist, and someone has to make sure the first actually reaches the second.

What a Spreadsheet and a Car Seat Have in Common

My job is to check whether what an organization reports is actually true. Whether the numbers on the page match what happened. People sometimes assume that is a dry, technical skill with no connection to anything outside an office. I would push back on that.

Every donation drive I have worked on depends on the same basic question I ask at work: did the thing that was supposed to happen, happen? Did the car seats reach the families who needed them? Did the food reach the tables it was meant for, instead of sitting in a warehouse? Verifying that something occurred the way it was supposed to is not a skill I turn off when I leave the office. It is the same habit of mind, just pointed at a different set of facts.

To Anyone Who Thinks These Are Separate Lives

I have heard versions of the idea that volunteering is what you do before your career gets serious, and that once the career takes over, the volunteering quietly stops. I do not think that has to be true, and my own schedule is the argument against it. I was doing fundraising work for Camp Kesem and Dance Marathon while I was also earning two bachelor’s degrees at the same time. I kept showing up for the Treasure Coast food drives during college breaks, and I kept showing up after I graduated and moved to Miami, including supporting relief efforts for earthquake victims in Venezuela through local donation drives.

None of that was ever the easier path. It is simply the one I chose, because I do not think a career is supposed to replace the obligations you had before it started. It is supposed to sit alongside them.

Still Here, Still Counting

To the families on the Treasure Coast who have picked up a donated car seat or a Thanksgiving meal over the years: I am still around, and I still drive back. To the people in Miami who know me only as someone checking numbers for a living: the same instinct that makes me good at that job is the one that keeps pulling me toward community work. I do not think those are two different instincts wearing different clothes. I think they are the same one.

To read more, visit the article here.

About Jesus Contreras

Jesus Contreras is an Experienced Senior Assurance Associate working in public accounting in Miami, Florida. He was born in Caracas, Venezuela, and grew up in Stuart, Florida. He holds bachelor’s degrees in accounting and finance from Florida State University and a master’s degree in accounting from Florida Atlantic University, and he is currently studying for his CPA license.

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IntelliVIX Wins Two CES 2027 Innovation Awards, Showcasing Global Competitiveness in Safety AI

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IntelliVIX, a South Korean safety AI company, has won two CES 2027 Innovation Awards for its AI-powered disaster prevention solutions, VIXA GateShield AI and VIXA Wildfire AI, marking its second consecutive year of CES recognition.VIXA GateShield AI detects flooding risks and automatically activates road barriers and warning systems to prevent accidents. VIXA Wildfire AI detects wildfires, predicts fire spread up to three hours ahead, and uses drones to support emergency response and evacuation planning.These awards highlight IntelliVIX’s advancement from hazard detection to predictive and action-oriented safety AI. Following its KOSDAQ listing in October 2026, the company plans to expand into global government and enterprise markets.

Seoul, South Korea, 14th Nov 2026 – IntelliVIX, a deep-tech company specializing in AI for safety, today announced that two of its solutions, VIXA GateShield AI and VIXA Wildfire AI, have been named CES 2027 Innovation Awards Honorees. The double win marks the company’s second consecutive year of CES recognition, highlighting its global competitiveness in disaster safety AI.

IntelliVIX Wins Two CES 2027 Innovation Awards, Showcasing Global Competitiveness in Safety AI

The award-winning solutions are VIXA GateShield AI, an autonomous AI agent for traffic control during flooding, and VIXA Wildfire AI, an integrated platform for wildfire detection, spread prediction, and emergency response. GateShield AI was recognized in the Products in Support of Human Security for All category, while Wildfire AI received an award in the Smart Communities category.

The CES Innovation Awards program, organized by the Consumer Technology Association (CTA), recognizes outstanding innovation, design, and engineering in technology products. Entries are evaluated by an independent panel of industry experts based on criteria including innovation, functionality, and design.

Both solutions represent IntelliVIX’s approach to action-oriented safety AI agents that go beyond conventional hazard detection. By analyzing evolving risks, supporting operational decision-making, and connecting AI-generated insights with predefined safety protocols and response procedures, the technologies are designed to enable faster, more coordinated responses to emergencies.

VIXA GateShield AI: Autonomous Flood Detection and Traffic Control

VIXA GateShield AI is an autonomous flood safety agent designed to protect motorists and pedestrians from rapidly developing flood hazards at underpasses, tunnels, bridge approaches, and low-lying roads.

As extreme rainfall events become more frequent and severe due to climate change, conventional flood response systems face critical limitations. Even when water-level sensors trigger alarms, operators typically must review surveillance footage and sensor readings separately, assess the situation, and dispatch personnel to close affected roads.

GateShield AI addresses these delays by integrating real-time camera footage with water-level sensor data. The system analyzes flood extent, how quickly the water is spreading, and potential risks to approaching vehicles and pedestrians, to assess rapidly changing conditions.

The solution was conceived to help prevent a recurrence of tragedies such as the Osong underpass flooding disaster in South Korea.

When predefined risk thresholds are met, an on-site edge AI controller automatically activates road barriers, variable message signs (VMS), warning lights, and sirens in accordance with pre-approved safety rules. Its localized architecture enables critical traffic-control functions to operate even when cloud connectivity is disrupted, while allowing human operators to intervene manually at any time.

The system also maintains an integrated audit trail covering hazard detection, control commands, and confirmation of device activation, supporting post-incident analysis and operational accountability.

A key technological differentiator is its dual-engine architecture, which separates safety-critical physical control from generative AI reasoning.

A lightweight edge vision AI model handles time-sensitive safety decisions and barrier activation, while a separate generative AI layer powered by vision-language models (VLMs) and vision-language-action (VLA) models interprets video, water levels, weather conditions, and device status to generate situational briefings, reports, and audit records.

This separation is designed to prevent delays or unsupported outputs from generative AI models from independently triggering physical barrier operations, combining rapid response with reliable, rule-based safety control.

Outside the flood season, GateShield AI can also function as an intelligent transportation system (ITS) monitoring solution, detecting traffic accidents, stopped vehicles, wrong-way driving, fires, and other road safety incidents.

VIXA Wildfire AI: From Early Detection to Predictive, Drone-Assisted Response

VIXA Wildfire AI is an integrated platform that connects wildfire prevention, early detection, spread prediction, drone-based monitoring, and evacuation support within a unified operational framework.

The platform uses edge vision AI to identify early signs of wildfires, including smoke and flames, from camera feeds. A vision-language model (VLM) then analyzes the visual evidence associated with each detection, helping distinguish potential wildfires from visually similar conditions such as fog, clouds, and dust.

This additional layer of AI-based interpretation provides monitoring personnel with contextual information and supporting evidence to help assess potential incidents more accurately.

Wildfire AI also integrates environmental sensor data, including temperature, humidity, carbon dioxide, and fine particulate measurements, with wind conditions, terrain, and vegetation information.

Using these combined inputs, the platform assesses wildfire risks and predicts potential fire spread over the next three hours. Projected spread paths, affected areas, and potential risks to evacuation routes are visualized on a geographic information system (GIS) map.

Based on these predictions, the platform generates drone observation routes to support targeted monitoring of high-risk areas. Newly acquired electro-optical (EO) and infrared (IR) imagery is then fed back into the prediction model, allowing projected fire behavior and risk zones to be continuously updated as new information becomes available.

A defining feature of Wildfire AI is its closed-loop detection, prediction, and re-observation architecture.

By using drones to revisit areas beyond the field of view of fixed cameras and incorporating newly collected imagery into subsequent forecasts, the platform creates a continuous feedback cycle between field observation and predictive analysis.

Forest management agencies, fire departments, and local governments can access detected incidents, VLM-generated analysis, environmental risk indicators, projected fire spread, drone locations, and evacuation route information through a unified interface.

The platform is also designed to integrate with existing camera networks, environmental sensors, and GIS infrastructure, helping organizations enhance disaster response capabilities while minimizing the need for extensive new equipment.

Two Consecutive Years of CES Recognition Highlight Expanding Safety AI Capabilities

IntelliVIX previously received a CES 2026 Innovation Award in the Smart Communities category for VIXallcam, its all-weather AI camera designed to detect potential hazards under challenging visibility conditions, including rain, snow, fog, and darkness.

With two additional awards at CES 2027, the company has now earned CES Innovation Awards recognition for two consecutive years.

The latest achievements also underscore the evolution of IntelliVIX’s safety AI portfolio—from improving visual perception under adverse conditions to enabling early disaster detection, predictive risk assessment, and automated physical response.

By receiving recognition across two distinct climate-related disaster scenarios, flooding and wildfires, IntelliVIX has demonstrated the broader applicability of its AI technologies to real-world public safety challenges.

Building on these achievements, IntelliVIX plans to accelerate its expansion into international government and enterprise markets, targeting municipalities, transportation authorities, forestry agencies, and emergency response organizations facing growing climate-related risks.

Leveraging its edge AI architecture and compatibility with existing monitoring infrastructure, the company intends to pursue field demonstrations and strategic partnerships with local organizations, adapting its solutions to country-specific regulations, operating environments, and equipment requirements.

An IntelliVIX spokesperson said, “Having two of our three submissions recognized at CES 2027 demonstrates how our safety AI technologies are evolving beyond simply identifying hazards to anticipating how risks may develop and enabling timely action in the field.”

“Following VIXallcam’s recognition last year, these consecutive CES Innovation Awards reinforce the international competitiveness of our technology. We will continue advancing our AI-powered flood and wildfire response solutions, with the goal of becoming a global safety AI leader dedicated to protecting lives and urban infrastructure worldwide,” the spokesperson added.

Meanwhile, IntelliVIX was listed on South Korea’s KOSDAQ market on October 30, 2026, marking a significant milestone in the company’s growth.

Media Contact

Organization: IntelliVIX

Contact Person: Mi Yeon Kim

Website: https://www.intellivix.ai/en

Email: Send Email

Contact Number: +8225813883

Address: 6F, Prince Hyoryeong Building, 4, Hyoryeong-ro 34-gil, Seocho-gu, Seoul, Republic of Korea

City: Seoul

Country: Korea South

Release id: 50660

View source version on King Newswire:
IntelliVIX Wins Two CES 2027 Innovation Awards, Showcasing Global Competitiveness in Safety AI

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Remitwright Publishes Client Service Commitments for Its Medical Billing Services

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The New York medical billing company sets out seven commitments that apply to every client engagement, covering staffing, systems, reporting, denials, pricing and data security.

Remitwright Publishes Client Service Commitments for Its Medical Billing Services

New York City, NY, United States, 14th Nov 2026, Grand Newswire –
 

Remitwright (https://remitwright.com), a US medical billing company serving independent medical practices, non-emergency medical transportation (NEMT) providers and home care agencies, today published a set of seven client service commitments that apply to every account it manages.

The commitments describe how Remitwright staffs, delivers and reports on its medical billing services. They are published on the company’s website and are incorporated into each new client engagement.

“We wanted practice owners to be able to read, in one page, exactly what they get when they work with us,” said Michael Wilson, Manager at Remitwright. “These commitments are the standards we hold our own team to, and we would rather put them in writing than leave them to a sales conversation.”

Remitwright’s seven client service commitments

1. A dedicated billing team. Each client is assigned named billers who work only on that client’s account, together with an account manager who serves as the client’s single point of contact and a trained backup for absence cover.

2. Work performed in the client’s own software. Remitwright’s billers operate inside the practice’s existing electronic health record, practice management, dispatch or agency management system. Clients are not required to migrate data or adopt new software.

3. A business associate agreement before access. A HIPAA business associate agreement is signed before any system access is created. Billers use role-based, individually assigned accounts in the client’s systems, with multi-factor authentication where the client’s software supports it. Remitwright does not record calls and does not store patient information on its own systems.

4. A weekly report on every open claim. Each client receives a weekly report listing every open claim with its status, the reason for any denial and the next planned action.

5. A documented reason for every denial and write-off. Denied claims are categorized by reason, corrected and resubmitted or appealed within payer timeframes. No claim is written off without a documented reason provided to the client.

6. Deadline tracking on every claim. Timely filing and appeal deadlines are tracked by payer so that claims are worked in order of deadline, with the closest to expiry addressed first.

7. Pricing explained before the sales conversation. The company’s pricing approach, what is included, and how engagements begin and end are described on its website before a prospective client is asked to share any financial information.

Services covered by the commitments

The commitments apply across Remitwright’s service line: medical billing and coding, eligibility verification, prior authorization, claim submission, payment posting, denial management, accounts-receivable recovery, credentialing and payer enrollment, NEMT billing for transportation providers billing state Medicaid programs and brokers, and home care and home health billing for agencies billing Medicaid waiver programs, Veterans Affairs community care, long-term care insurance and Medicare.

Practices, NEMT providers and agencies can request a billing review at https://remitwright.com. No patient information is required to make an enquiry.

About Remitwright

Remitwright is a US medical billing company serving independent medical practices, NEMT providers and home care agencies nationwide. Each client is assigned a dedicated billing team that works remotely within the client’s existing software and reports weekly on every open claim. Services include medical billing and coding, eligibility verification, prior authorization, claim submission, payment posting, denial management, accounts-receivable recovery, credentialing and payer enrollment, NEMT billing and home care billing. Learn more at https://remitwright.com.

Media Contact

Organization: Remit Wright

Contact
Person:
Michael Wilson

Website:

https://remitwright.com

Email:

sales@remitwright.com

Address:1083 New York City

City: New York City

State: NY

Country:United States

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