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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

Hilltop Painting Brings Trusted Interior and Exterior Painting to Whatcom and Skagit County Homes

Published

4 hours ago

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September 5, 2026

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Family-owned Hilltop Painting serves Bellingham and all of Whatcom and Skagit County with interior painting, exterior painting, cabinet refinishing, drywall repair, and commercial painting. The company holds a 4.9 rating across 185 customer reviews and handles every job from the free written estimate to the final walkthrough. Learn more at hilltoppainting.com or (360) 310-8391.

Bellingham, Washington, United States, 5th Sep 2026 – BELLINGHAM, Washington – September 4, 2026 – Hilltop Painting, a family-owned painting company based in Bellingham, provides interior painting, exterior painting, cabinet refinishing, drywall and sheetrock repair, and commercial painting for homeowners and businesses across Whatcom County and Skagit County, Washington.

The company works in Bellingham, Ferndale, Lynden, Blaine, Birch Bay, Everson, Nooksack, Sumas, Custer, and Sudden Valley, and across Skagit County in Anacortes, Burlington, Mount Vernon, and Sedro-Woolley. Crews handle everything from single rooms to full exterior repaints, kitchen cabinet refinishing, new construction, and multi-building commercial projects such as offices, warehouses, and homeowner associations.

Northwest Washington weather is hard on paint. Salt air off the coast, valley fog, and more than 35 inches of rain a year mean preparation matters more than the final coat. Hilltop Painting pressure washes, scrapes, primes, and repairs rotten wood before any paint goes on, and uses Sherwin-Williams products matched to each surface. Every project ends with a final walkthrough, and nothing gets called done until it looks right.

“We treat every house like a neighbor’s house, because around here it usually is one,” said Daniel Kolbert, owner of Hilltop Painting. “Do the prep right, use good materials, show up when you said you would, and stand behind the work. That is the whole playbook.”

Hilltop Painting holds a 4.9 out of 5 rating across 185 customer reviews on Google, Thumbtack, Angi, Yelp, and Facebook. The company is licensed and insured in Washington State and is an EPA Lead-Safe Certified firm for work on homes built before 1978, which covers much of Bellingham’s Columbia, Sunnyland, and York neighborhoods. Beyond painting, the team offers stucco painting, historic exterior repaints, carpentry and wood replacement, pressure washing, and color consultations with real brushed-out samples.

Free written estimates are available year-round. Homeowners can see completed local projects, real Sherwin-Williams colors, and verified customer reviews at hilltoppainting.com.

About Hilltop Painting

Hilltop Painting is a family-owned, full-service painting company in Bellingham, Washington, serving all of Whatcom and Skagit County. Services include interior house painting, exterior house painting, cabinet painting and refinishing, drywall and sheetrock repair, commercial painting, carpentry, stucco painting, historic exterior painting, and lead paint removal. Call or text (360) 310-8391 or visit hilltoppainting.com for a free written estimate.

Media Contact

Organization: Hilltop Painting

Contact Person: Daniel

Website: https://hilltoppainting.com/

Email:
office@hilltoppainting.com

Contact Number: +13603108391

Address:2219 Rimland Dr, Bellingham, WA 98226

City: Bellingham

State: Washington

Country:United States

Release id:48859

The post Hilltop Painting Brings Trusted Interior and Exterior Painting to Whatcom and Skagit County Homes 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

OpAIda Opens Office at Plug and Play, Unveiling AI Strategy Across the Life Sciences Value Chain

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4 hours ago

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September 5, 2026

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Sunnyvale, CA, United States, 5th Sep 2026 – opAIda, an enterprise artificial intelligence company focused on transforming complex, knowledge-intensive workflows, today celebrated the grand opening of its Silicon Valley office at Plug and Play Tech Center in Sunnyvale, California.

The opening marked more than a geographic expansion for opAIda. It represented an strategic step as the company sharpened its focus on Life Sciences and advanced its vision for an AI platform designed to support key workflows across the industry’s value chain.

From Regulatory AI to the Life Sciences Value Chain

Drug development generates enormous volumes of scientific, clinical, quality, regulatory and operational information. Yet many of the workflows connecting that information remain involve manual processes, multiple systems and specialized human expertise. OpAIda sees an opportunity for enterprise AI to change that.

The company is initially concentrating on one of the most document-intensive and consequential areas of the pharmaceutical industry: regulatory and FDA report writing.

Rather than treating report writing simply as a generative AI task, opAIda is developing AI-enabled workflows designed to help life sciences organizations organize source information, retrieve supporting evidence, generate structured content, conduct quality reviews and maintain traceability throughout the reporting process.

The company’s initial target customers include pharmaceutical companies, biotechnology companies and contract research organizations (CROs).

From this regulatory entry point, opAIda plans to progressively extend its capabilities across the broader life sciences value chain: Research > Discovery & Design > Pathology & Biomarkers > Clinical Development > Regulatory > Manufacturing & Supply Chain > Commercial

The goal is to create an increasingly connected intelligence layer that helps scientific and business teams work with complex enterprise knowledge throughout the drug lifecycle.

“At opAIda, we are not building AI simply because AI is exciting. We want to solve real problems where complexity, knowledge and human expertise matter,” said Zhenni Jackson, CEO and co-founder of opAIda. “Life sciences is exactly that kind of industry. Developing a medicine can take years, involve thousands of decisions and generate enormous amounts of scientific and regulatory documentation. We believe AI can help people connect that knowledge, reduce repetitive work and support these workflows with AI-enabled capabilities.”

Zhenni Jackson, CEO and co-founder of opAIda, speaks at opAIda’s Silicon Valley office grand opening.

Zhenni Jackson, CEO and co-founder of opAIda, speaks at opAIda’s Silicon Valley office grand opening.

According to Jackson, the company’s strategy is very focused: enter through regulatory, then expand across the life sciences value chain. FDA report writing gives the company a practical starting point where there is a clear operational need and the value of automation can be evaluated. From there, opAIda’s ambition is much bigger—to help intelligence flow from research and drug development all the way to manufacturing and commercialization.”

“AI in Life Sciences must be built around trust, context and accountability,” said Dr. Yingchao Zhang, Dr. YZ, Co-Founder and Chief AI Officer of opAIda. “Our goal is to develop systems that can work with complex scientific and regulatory knowledge while preserving traceability and keeping experts in control. By combining AI technologies  with domain-specific workflows, we can help organizations improve workflow efficiency while maintaining the rigor required to make decisions that affect patients.”

A new chapter as opAIda sets a presence at Plug and Play

Plug and Play is one of the world’s largest innovation platforms, with a global network spanning more than 550 corporate partners, 60-plus cities and 25-plus industry verticals. The platform manages more than $1 billion in assets under management and has supported more than 100,000 startups, including more than 2,500 portfolio companies and over 30 unicorns. Its ecosystem includes more than 1,000 mentors and more than 100 accelerator and innovation programs worldwide.

At opAIda’s grand opening, Dr. Yingchao Zhang, Chief AI Officer of opAIda, introduced Rouzbeh Borhani, Head of Semiconductors at Plug and Play, who welcomed opAIda to Silicon Valley on behalf of Plug and Play.

“Plug and Play is proud to welcome opAIda to our Silicon Valley community,” said Rouzbeh Borhani, Head of Semiconductors at Plug and Play. “The company’s focus on applying enterprise AI to complex Life Sciences workflows reflects the kind of meaningful, practical innovation we seek to support. We look forward to helping opAIda leverage Plug and Play’s global network of corporations, investors, startups and technology partners as it grows its presence, develops strategic relationships and expands across the Life Sciences value chain.”

Building Enterprise AI Around Knowledge, Not Just Prompts

opAIda’s approach centers on AI systems capable of working with complex enterprise information rather than relying solely on general-purpose chatbot interactions.

Its technology is being developed to support document-intensive workflows involving knowledge retrieval, structured generation, review, quality control and enterprise data integration.

This approach is particularly relevant in life sciences, where AI-generated output must be grounded in source information and operate within highly controlled business and regulatory environments.

The company believes the next phase of enterprise AI will move toward AI-enabled workflows that understand organizational knowledge and assist humans throughout complete business processes.

Against this backdrop, the opening represented both a celebration and a declaration of its next chapter.

Plug&Play lobby where OpAIda now has a presence.

“Silicon Valley has always represented the courage to imagine what does not exist yet,” Jackson said. “For opAIda, this office is small in square footage, but reflects the company’s broader ambitions.”

About opAIda 

opAIda — AI for Real-World Applications is an enterprise artificial intelligence company developing AI solutions for complex, knowledge-intensive workflows.

The company is sharpening its focus on the Life Sciences value chain, beginning with regulatory and FDA report writing for pharmaceutical, biotechnology and CRO organizations and building toward broader applications across research, drug discovery and development, clinical operations, regulatory affairs, manufacturing and supply chain, and commercialization.

opAIda combines enterprise knowledge, AI models and workflow automation to help teams organize information into usable insights while keeping human expertise at the center of critical decisions.

With its new Silicon Valley presence at Plug and Play Tech Center, opAIda is building toward a larger vision: AI for Real-World Impact. From Regulatory Intelligence to the Life Sciences Value Chain.

Media Contact

Organization: opAIda

Contact Person: Zhenni Jackson

Website: https://opaida.ai/

Email:
zhenni.jackson@opaida.ai

City: Sunnyvale

State: CA

Country:United States

Release id:48726

The post OpAIda Opens Office at Plug and Play, Unveiling AI Strategy Across the Life Sciences Value Chain 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

3 HVAC Quotes Carlsbad Launches Furnace & Heating Repair Quote Comparison for Carlsbad Homeowners

Published

9 hours ago

on

September 5, 2026

By

Compare 3 competitive quotes from licensed, insured heating contractors for furnace repair, replacement, and service in Carlsbad. Our free matching service connects homeowners with top-rated local pros in about 60 seconds — so you choose the best price with zero pressure and zero obligation.

United States, 5th Sep 2026— 3 HVAC Quotes Carlsbad today announced a new furnace and heating repair quote comparison service for homeowners in Carlsbad and North County San Diego. When the heat goes out, homeowners can now receive up to three competitive quotes from licensed, pre-screened heating contractors — all from a single online request — instead of scheduling multiple companies to come out one at a time just to get a price.

People want to compare prices online the way they do on Amazon. The new service brings that same convenience to furnace repair, letting Carlsbad homeowners compare heating quotes side by side and choose the best-priced, best-value pro without the labor-intensive process of multiple in-home estimates.

Solving a Real Problem for Carlsbad Homeowners

A furnace rarely fails at a convenient time. When it stops working on a cold night, homeowners are under pressure to fix it fast — and that urgency is exactly when it’s easiest to overpay. Getting an accurate price on furnace repair has traditionally meant calling around, waiting for callbacks, and inviting several contractors into the home one at a time, often before a homeowner even knows whether a company is reputable or charging a fair rate.

“When your heat goes out, you shouldn’t have to choose between fixing it fast and getting a fair price,” said a spokesperson for 3 HVAC Quotes Carlsbad. “We built this so homeowners can do both. You tell us what’s wrong once, and we bring three vetted, competitive quotes to you — so you can compare and choose with confidence.”

The service is completely free for homeowners, with zero pressure and zero obligation to hire any of the contractors matched.

How the AI Pre-Screening Works

What sets 3 HVAC Quotes Carlsbad apart is the technology behind the matching. Rather than simply forwarding a homeowner’s information to whichever contractor pays the most, the platform uses AI to evaluate heating and furnace companies before they are ever presented to a homeowner.

The AI reviews a company’s reputation across a wide range of sources, including:

  • Google reviews and Google Business Profiles
  • Yelp ratings and customer feedback
  • Better Business Bureau (BBB) records and ratings
  • Social media presence, including Facebook and X
  • Neighborhood and community discussions across the web

Beyond reviews, the system also weighs practical, real-world factors that matter to homeowners making a significant investment: years in business, overall reputation, proper licensing, and active insurance coverage. By combining reputation data with these credentials, 3 HVAC Quotes Carlsbad aims to surface the most reputable, best-reviewed, and competitively priced heating contractors serving the Carlsbad and North County area.

The result is a shortlist a homeowner can trust — top-rated local pros who have already cleared a meaningful vetting process before they ever pick up the phone.

Furnace & Heating Services Covered

The new service covers the full range of residential heating needs, whether it’s an urgent repair or a planned upgrade:

  • Furnace repair and troubleshooting for units that won’t start, won’t heat, or short-cycle
  • Furnace replacement and new system installation
  • Heating system maintenance and tune-ups
  • Thermostat, ignitor, and blower motor issues
  • Heat pump heating repair and service

Whether a homeowner needs a quick fix before the next cold snap or is weighing a full furnace replacement, 3 HVAC Quotes Carlsbad makes it easy to compare three quotes instead of settling for one.

Why Carlsbad Homeowners Still Need Reliable Heat

It’s easy to assume a coastal Southern California city doesn’t need much heating, but Carlsbad tells a different story. Marine-layer mornings and cool, damp winter nights mean furnaces and heat pumps do get real use — often after sitting idle through the warm months, which is exactly when neglected systems tend to fail on first startup. A unit that ran fine last spring can refuse to fire on the first genuinely cold evening of the season.

That seasonal pattern makes choosing the right contractor important. A pro who understands local homes — including the mix of older and newer housing stock across Carlsbad and North County, and the coastal conditions that affect equipment over time — can diagnose the real problem and recommend the right fix rather than an unnecessary replacement. 3 HVAC Quotes Carlsbad’s local focus is designed to connect residents with heating pros who know the area and the equipment that holds up in it.

Compare 3 Quotes, Choose With Confidence

Once a homeowner submits a request, the process is straightforward:

1. Tell us what you need. Answer a few quick questions about the heating problem — whether it’s a furnace repair, a replacement, or routine service. It takes under a minute.

2. Get matched with three pros. 3 HVAC Quotes Carlsbad connects the homeowner with up to three top-rated, licensed, and insured heating contractors who serve Carlsbad and North County and have passed the platform’s AI-driven pre-screening.

3. Compare and save. The homeowner reviews three competitive quotes side by side and chooses the best price. There is no obligation to hire anyone.

Because contractors know they are competing against two other quotes, they tend to sharpen their pricing — and that competition is what drives real savings for the homeowner, especially on larger jobs like furnace replacement where the spread between quotes can be significant.

Availability

The 3 HVAC Quotes Carlsbad furnace and heating repair service is now live for homeowners in Carlsbad and across North County San Diego. Requesting quotes is free, carries no obligation, and takes about 60 seconds. Homeowners can get started at:

https://3hvacquotes.com/carlsbad/heating-furnace-repair/

About 3 HVAC Quotes Carlsbad

3 HVAC Quotes Carlsbad is an online service that matches homeowners with top-rated, licensed, and insured HVAC and heating contractors serving Carlsbad and North County San Diego. Using AI technology to evaluate company reputation, reviews, licensing, insurance, and years in business across Google, Yelp, BBB, social media, and the wider web, 3 HVAC Quotes Carlsbad delivers up to three competitive quotes so homeowners can compare prices and choose with confidence — all without the labor-intensive process of scheduling multiple in-home estimates. The service is 100% free for homeowners with zero pressure and no obligation to hire.

For more information, visit https://3hvacquotes.com/carlsbad/heating-furnace-repair/.

Media Contact

Organization: Furnace Repair Carlsbad | 3 HVAC Quotes

Contact Person: Tom Shaw

Website: https://3hvacquotes.com/carlsbad/heating-furnace-repair/

Email: Send Email

Contact Number: +17602237267

Address:2597 Palomar Airport Rd. Suite #101, Carlsbad, CA 92009

Country:United States

Release id:48868

The post 3 HVAC Quotes Carlsbad Launches Furnace & Heating Repair Quote Comparison for Carlsbad Homeowners 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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Cloud PR Wire

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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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