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Platon Aims To Become The Public Infrastructute Of Privacy Computing To Open Up Business Prospects For The Crypto Space

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5 years ago

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In the Information Age, Data Becomes a New Factor of Productivity

In economics, factors of production, also known as production inputs, are essential resources for the production of goods and services. In his epochal work “Principles of Economics”, famous British economist Marshall put forward the theory of four factors of production — land, labor, capital and entrepreneurial talent. National income (NI) is the reward of four factors, and that is, national income (NI) = labor wage (w) + land rent (r) + capital interest (i) + operating profit (π). This “four-in-one formula” sums up the core of western economic production theory and distribution theory, which has been widely accepted for more than a century.

However, factors of production are a historical category that evolves with the development of economy and society. The birth and development of the Internet has changed the mode of production, life and consumption, and it promoted many important and profound changes, and played an increasingly important role in economic development, social life and national governance. The full exploitation and effective utilization of all kinds of data has raised production efficiency to an unprecedented level. Data has become an indispensable factor in economic activities and a new generation of production factors after land, energy, population and food.

Table – Production Factors at Different Stages

Privacy Brings Data Dilemma and MPC Realizes Data Collaborative Computing

Nowadays, people have already extended their social activities to the network space. Every day, people contribute data continuously to the network space. A large amount of data is collected, calculated, analyzed, excavated and this goes beyond the original data level of information value.

However, because of the plain text nature of the data, the owner loses ownership of the data once the data is granted to others for use. Therefore, to ensure the privacy protection of data, a huge amount of data managed by enterprises cannot be exchanged and co-calculated with the data held by other enterprises, which is why a large number of data cannot generate value.

The emergence of privacy computing ends this dilemma. Yao Qizhi, a member of the Chinese National Academy of Sciences, proposed secure multi-party computing (MPC) in 1982. In a nutshell, participants have to enter information to calculate an agreed function. In addition to the accuracy of the calculations, they must also protect the privacy of each participant’s input data. Specifically, there are now n participants, each of whom, xi, is aware of the xi they entered, who together calculate a pre-agreed function f (x1 ,…, xn) = y. In this way, all participants will get the final y value, but they will not be able to know the specific data entered by the other participants. Thus, with local data not aggregated and privacy not divulged, each party can still achieve a common desired result by performing the operations of the given logic.

Privacy computing opens up huge business prospects for the digital world (Crypto Space)

Bitcoin’s pioneering combination of virtual currencies and peer-to-peer payment systems open the door to decentralization. With the introduction of intelligent contract function, Ethernet has greatly improved the scalability of blockchain, and all kinds of applications can be deployed on blockchain. Because of these characteristics, early public blockchain networks such as Bitcoin and Ethernet have been developed, attracting a large number of blockchain and encryption enthusiasts in the world, and many traditional institutions have been entering the area of blockchain, exploring various possibilities of decentralization.

The combination of privacy computing and blockchain is expected to put data ownership back in the hands of data producers, meaning that vast amounts of data can be counted without affecting privacy and ownership, so that the owners can profit and data can burst out with greater value. Therefore, the blockchain project based on privacy calculation is naturally suitable for the commercial practice in the fields of financial, medical, scientific research, government affairs, and logistics and so on.

“Operator” PlatON network for blockchain data

PlatON, the representative project of the combination of privacy computing and blockchain currently, is based on the basic attribute of blockchain and is supported by privacy computing network, and provides the next generation Internet infrastructure protocol with the core characteristics of “computing interoperation”. PlatON’s vision is to become the public infrastructure for privacy computing of the next generation, publishing privacy computing algorithms through contracts, and implementing MPC protocols with data providers and computing nodes for privacy protection requirements, so as to realize cooperative computing of data. PlatON, designed to price data flows, is all about computing and data, which is the most fundamental part of future human production. PlatON can achieve large-scale application landing and commercial scenario implementation:

For example:

I. Build a wider credit collection network. The public chain that provides private computing can provide user with customizable computing logic template and multi-party access mode, and in the case that the access party’s data does not need to be collected and shared, only the credit inquiry results are output to the demander, and the original data can be encrypted and stored in the blockchain system to meet all kinds of audit needs.

II. Supply chain financial infrastructure. The public chain of private computing is based on blockchain technology and cryptography algorithm, which can provide a platform solution for supply chain finance to digitally identify, process and transfer assets. Construct a new financial financing model of supply chain in which the information of the upstream and downstream enterprises can be shared symmetrically, the credit value of the core enterprises can be transmitted, the business tickets can be split and the risk can be controlled, and provide convenient data traceability for the supervision and enhance the service efficiency of the industry as a whole.

To build the public infrastructure for the digital age, PlatON continuously optimizes technology, iterates the underlying infrastructure, and breaks through the “impossible triangle” in terms of performance. “Impossible triangle” means that it is difficult to achieve both a good “decentralization” and a good “security” of the system in a blockchain and a high “transaction processing performance” at the same time. The most well-known blockchain projects in the industry are Bitcoin, Ethernet, and EOS. At present, using native Token transfer performance test method and EOS under the same testing conditions, PlatON has achieved a comprehensive performance leader in the quasi-real environment, and will continue to focus on the data field and accelerate the construction of data market.

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Alex Jacob

Alex Jacob is a literature author. He was born in Chicago. Alex passion is writing news articles. He writes number of articles and published it.

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Press Release

New Findings Reveal a Hidden Indoor Air Quality Crisis Linked to Aging HVAC Systems and Fiberglass Ductwork Across South Florida

Published

2 hours ago

on

January 24, 2026

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United States, 24th Jan 2026 – New findings released by Fix Mold Miami, a leading environmental services firm based in South Florida, are drawing attention to a growing indoor air quality issue affecting homes and buildings across the region.

Based on recent field investigations and indoor air quality testing Florida, Fix Mold reports that aging HVAC systems and deteriorating fiberglass ductwork may be releasing harmful particles directly into indoor air.

Many systems installed between 1970 and 2000 rely on fiberglass duct board, sealants, and insulation that can degrade over time. Fix Mold specialists have frequently identified these conditions during mold inspection Miami and mold inspection South Florida services, linking them to declining indoor air quality.

A Regional Indoor Air Quality Problem Driven by Aging HVAC Systems in South Florida

Fix Mold Miami’s investigations show that many fiberglass-lined duct systems in South Florida homes and commercial buildings are reaching the end of their usable life.

As these materials break down, they can release microscopic fiberglass particles, trap moisture, and contribute to HVAC mold contamination. This pattern has been identified across residential and commercial properties, including cases that required mold remediation in Miami after standard HVAC servicing failed.

Fix Mold Develops Practical Solutions for Mold Removal, HVAC Mold Cleaning, and Water Damage

  • Targeted mold inspection Florida services with lab-backed testing
  • Forensic evaluation of fiberglass duct deterioration
  • Removal or isolation of compromised duct sections
  • Encapsulation or sealing protocols when appropriate
  • HEPA-based filtration and containment strategies
  • Moisture control and humidity management plans
  • Preventative maintenance programs
  • Emergency mold services following leaks or flooding
  • Integrated response for commercial water damage restoration

What Sets Fix Mold Apart in Mold Remediation

  • One-year mold-free warranty on treated areas
  • Free virtual FaceTime Mold Solutions for early guidance
  • State-certified technicians with strict regulatory compliance
  • Zero-VOC, eco-safe treatments for occupied spaces
  • Advanced diagnostics, including thermal imaging and lab testing
  • 24/7 live concierge support for urgent needs
  • End-to-end services, from residential and commercial mold remediation to HVAC mold cleaning and commercial water damage restoration

“Most homeowners assume they’ve clean air just because the AC is running,” said a senior Fix Mold environmental specialist. “What we uncover often explains why symptoms linger. Once people understand what’s circulating through their home, they can finally take control.”

About Fix Mold

Fix Mold LLC, a firm offering advanced air duct cleaning and mold removal services, is located in Miami and operates in Miami-Dade, Broward, Palm Beach, and the Florida Keys. This mold inspection company in Miami is a family-run business that offers multifold services, including mold remediation, water damage restoration, HVAC duct cleaning, air quality improvement, odor removal, and general contracting. 

The company is certified, licensed, bonded, and insured and is recognized as South Florida’s top-rated restoration provider with 600+ five-star reviews and an A+ rating from the BBB.

State/province name: Florida

Country: United States

Website: www.fixmold.com

Media Contact: Abe Katz, Manager

Email: info@fixmold.com 
Phone: (305) 465-6653

Follow FixMold Online:

Facebook: https://www.facebook.com/wefixmold

Instagram: https://www.instagram.com/fixmold/

Media Contact

Organization: Fix Mold

Contact Person: Abe Katz, Manager

Website: http://www.fixmold.com/

Email: Send Email

Country:United States

Release id:40541

The post New Findings Reveal a Hidden Indoor Air Quality Crisis Linked to Aging HVAC Systems and Fiberglass Ductwork Across South Florida appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Knybel Network Launches Focused Growth Campaign to Help Southeast Michigan Buyers and Homeowners Win in a Competitive Housing Market

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2 hours ago

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January 24, 2026

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United States, 24th Jan 2026 — Knybel Network – Real Estate announced today the launch of a focused growth campaign designed to support homeowners and buyers across Macomb, Oakland, St. Clair, and Sanilac Counties as they navigate one of the most competitive housing markets in recent years. The initiative expands the firm’s commitment to data-driven strategy, high-impact digital outreach, and personalized guidance aimed at delivering faster, more profitable outcomes for clients throughout Southeast Michigan.

Led by Brett Knybel and Alex Klott, Knybel Network has built a strong reputation as a results-oriented real estate team known for its relentless work ethic, locally rooted expertise, and modern marketing approach. The new campaign doubles down on these strengths by scaling digital visibility, offering free home valuation consultations, and providing tailored buyer strategies that help clients move with clarity and confidence.

“With limited inventory, fluctuating interest rates, and intense competition, buyers and sellers need more than basic representation, they need a strategic partner,” said Brett Knybel, Founder of Knybel Network. “This campaign is about meeting clients where they are, using smarter marketing and real-time market insights to help them make informed decisions and achieve their goals faster.”

As part of the initiative, Knybel Network is expanding its outreach to homeowners searching for ways to sell my home or sell my home fast, offering consultations that combine local market data with targeted exposure. Sellers benefit from customized pricing strategies, professional listing optimization, and aggressive digital promotion designed to attract qualified buyers and reduce time on market.

For buyers, the campaign emphasizes proactive guidance in competitive areas such as Macomb Township, Shelby Township, and Chesterfield. By leveraging neighborhood-level insights and strong local relationships, Knybel Network’s real estate agents in Macomb, real estate agents in Shelby Township, and real estate agents in Chesterfield help buyers identify opportunities early and submit competitive offers with confidence.

The firm’s digital-first strategy also strengthens its presence as Top Realtors in Macomb Twp and Shelby Township, and experienced real estate agents across Chesterfield and surrounding communities. Through refined online campaigns and market education, Knybel Network aims to generate higher-quality leads while ensuring clients receive timely, transparent communication throughout the process.

Unlike high-volume brokerages, Knybel Network maintains a client-focused model that prioritizes outcomes over transactions. Each client receives hands-on support, whether they are first-time buyers, relocating families, or longtime homeowners evaluating the right time to sell. This approach has positioned the team as a go-to resource for those seeking top real estate agents who understand the Southeast Michigan market.

The growth campaign reflects Knybel Network’s broader vision to raise the standard of real estate service in the region, combining technology, local expertise, and personal accountability to deliver consistent results. As market conditions continue to evolve, the team remains focused on adaptability, education, and measurable performance for every client served.

Homeowners and buyers interested in learning more about current market opportunities, requesting a free home valuation, or connecting with a local expert can visit https://www.knybelnetwork.com/ for additional information.

Whether you are PCSing to Selfridge Air National Guard Base, navigating a military relocation, or simply moving to Metro Detroit, the Knybel Network is your primary resource for Southeast Michigan real estate education. Their specialized YouTube series provides a boots-on-the-ground look at living in Macomb, Oakland, and Wayne Counties, offering essential tips for first-time home buyers, real estate investors, and empty nesters downsizing or retiring in Michigan. If you’ve been frustrated by a stagnant listing and are wondering “why isn’t my home selling?”, the channel breaks down critical market data, home staging secrets, and curb appeal hacks to get your property sold fast. From Harrison Township off-base housing to luxury listings in Rochester Hills, the Knybel Network bridges the gap between searching for a house and finding a home. 

Watch the latest Metro Detroit market updates and subscribe to the Knybel Network YouTube Channel here.

About Knybel Network – Real Estate
Knybel Network is a Michigan-based real estate team serving Macomb, Oakland, St. Clair, and Sanilac Counties. Known for its modern marketing strategies, strong local expertise, and client-first approach, the team helps buyers and sellers achieve fast, confident, and profitable real estate outcomes in today’s dynamic housing market.

Contact Information:
Company Name: Knybel Network – Real Estate
Contact Name: Brett Knybel
Email: Office@KnybelNetwork.com

Website: https://www.knybelnetwork.com/

YouTube: https://www.YouTube.com/@KnybelNetwork 
 

Media Contact

Organization: Knybel Network – Real Estate

Contact Person: Brett Knybel

Website: https://www.knybelnetwork.com/

Email: Send Email

Country:United States

Release id:40543

The post Knybel Network Launches Focused Growth Campaign to Help Southeast Michigan Buyers and Homeowners Win in a Competitive Housing Market appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Press Release

Karviva Selected to Meet with Costco Wholesale Southern California Merchants at Upcoming Local Summit

Published

2 hours ago

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January 24, 2026

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Saint Louis, Missouri, United States, 24th Jan 2026 – Karviva, the award-winning functional beverage company founded by medical scientist Dr. Angela Zeng, announced that it has been selected to advance and meet with Costco Wholesale Southern California merchants as part of the upcoming Southern California Local Summit. Karviva is among 62 brands chosen for the program, which recognizes companies demonstrating innovation, retail readiness, and relevance to Southern California shoppers.

The Southern California Local Summit provides selected brands the opportunity to engage directly with Costco merchants. Last year’s summit resulted in 31 participating brands securing placement in Southern California Costco warehouses. This year’s class is positioned for even greater impact, with in-person meetings scheduled to take place in February 2026.

Karviva’s selection reflects continued momentum within the functional beverage category and growing interest from major retailers nationwide. The brand’s plant-based, science-backed formulations have gained traction with consumers seeking clean energy, hydration, and wellness support without artificial ingredients.

This recognition follows several recent retail expansions for Karviva. 

Dr. Angela Zeng shared that being selected for the Costco Southern California Local Summit represents a significant milestone for the brand. She noted that the opportunity to meet directly with Costco merchants comes at a time of strong retail momentum for Karviva.

Karviva’s beverages are developed using whole plant ingredients and guided by Dr. Zeng’s background in medical science, evidence-based nutritional science, and traditional wellness philosophies. The brand continues to gain recognition for its transparent formulations and focus on functionality that aligns with evolving consumer expectations.

With expanding retail presence on both coasts and upcoming meetings with Costco Wholesale merchants, Karviva enters 2026 positioned for continued growth and broader national distribution.

About Karviva

Karviva is a functional beverage brand founded by nutritional scientist Dr. Angela Zeng. The company blends modern medical and nutritional research with traditional wellness practices to create clean, plant-based drinks that support energy, hydration, skin health, and overall well-being. Karviva’s products are made without artificial additives and are designed to fit naturally into everyday routines. The brand is available through major retailers and direct-to-consumer channels nationwide.

Media Contact

Organization: Karviva

Contact Person: Dr. Angela Zeng

Website: https://karviva.com/

Email:
angela@karviva.com

City: Saint Louis

State: Missouri

Country:United States

Release id:40530

The post Karviva Selected to Meet with Costco Wholesale Southern California Merchants at Upcoming Local Summit appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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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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