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“Data Island” Problem Can Be Solved by Combining Privacy Computing AI and Blockchain Technology

Published

5 years ago

on

Platon Now Offers Breakthrough Solutions to Break the “Data Island” and Release the Value Potential

During the COVID-19 pandemic, medical networking services developed rapidly, and big data played a key role in the development. In the medical industry, new medical models and cutting-edge research also require a large number of patient data to verify. However, due to the lack of effective privacy protection, data cannot be shared, resulting in the “data island” phenomenon, which has become a big problem to be solved. At the same time, the widespread use of medical big data also triggered the issue of privacy leaks and data abuse, and raised social concerns about data security and privacy protection.

These problems exist not only in the medical industry, but also in other industries. Citing the protection of trade secrets and refusing to trade their own data, government departments are also reluctant to share data because of security, interests, technology, and other concerns. This exacerbates the “data Island” problem, which restricts the maximization of data value.

In the current data market, users produce new online data every day, but they do not own the data. Data is held in the hands of each independent collector, resulting in the compartmentalization of data ownership, which is referred to as “data Island.” The lack of data privacy protection and sharing mechanism is the main obstacle for data authentication.

Blockchain provides an opportunity for data validation. Blockchain is a distributed ledger technology designed to realize transaction accounting through the joint participation of multi-nodes, and each node account is complete and cannot be tampered with. This helps in integrating users into the three-party governing account for insusceptible and uninterrupted data production, data monopoly and data use.

Through node authorization, the final data income is shared among the parties in proportion to realizing the sharing of data ownership. Although transaction information is shared in this process, account information is highly encrypted. Therefore, zero-knowledge proof is an effective strategy to protect the privacy of accounts. Zero-knowledge proof is to make the verifier believe that he has certain knowledge or ability without providing any useful information to the verifier, for example, to realize the asset transfer without disclosing user identity.

Blockchain technology can be widely used in equipment authentication, communication encryption and other areas to provide a strong support for breaking the “data island” and promoting data transactions.

Privacy computing brings solutions

The realization of data sharing transaction and potential value release happens on the value chain of “property right confirmation – privacy protection – co-computing – value sharing.” The scheme, which is widely accepted by finance and blockchain industry, is based on the solution combining privacy computing and AI, which is a new way to solve security problems such as key management, by integrating multiple cryptography algorithms with frontier blockchain technology. Public chain PlatOn is the pioneer that set a precedence of multi-party secure computing (MPC) and other cryptographic algorithms into the key management system (KMS), which realizes the management of massive scale digital assets through cryptography, thereby effectively resolving the contradiction between data privacy protection, right ownership and data sharing, and improving the value and efficiency of data. The technology can be used in future scenarios such as digital wallets and inter-agency transactions.

PlatON has focused on the combination of privacy computing and big data AI. The open-sourced, community-based, blockchain ecosystem recently launched Tensorflow, the world’s first privacy AI framework that supports mainstream in-depth learning. PlatON’s series of innovative practices have provided an observable way to solve the problem of “data island” and data asset transaction.

Thanks to its rich industry experience, PlatON can fix the impasse and step forward. It is reported that PlatON’s core founding team has more than 15 years of experience in finance and communications, and strong software implementation capability too. These are exactly what the foundation for PlatON is built on to continuously and effectively promote R&D investment and business practice. At present, PlatON is focusing on R&D and solving the problem of data sharing step by step in the engineering and business world. Currently, PlatON’s leading network, Alaya, is focused on the financial sector, where data is highly standardized and financial institutions have a strong desire to address data privacy concerns.

PlatON’s Future Vision: Building a Data Transaction Infrastructure

PlatON has become a global leader in the field of privacy-protected computing. With the accumulation of finance and AI, PlatON has reached strategic cooperation with HashQuark, Keystore, HashKey Hub and other well-known platforms in the industry to jointly promote the implementation and application of cutting-edge technologies, such as KeyShard, so as to realize the new digital assets custody service in the world and better protect the security of digital assets.

PlatON’s vision is to build a peer-to-peer computing network that integrates verifiable computing, privacy computing, scalable computing, and dedicated computing hardware to provide open-source public infrastructure software development, consulting, and operational services to developers, data providers, as well as various communities, organizations, and individuals with computing needs around the world, and ultimately to support mass data asset transactions.

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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

KeyCrew Media Selects Jerry Larkowski of ESQ Realty Group as Verified Expert for Heartland Real Estate Investment and Residential Brokerage

Published

41 minutes ago

on

March 10, 2026

By

KeyCrew Media, a real estate analytics and media network, has selected Jerry Larkowski, Broker and Owner of ESQ. Realty Group, as a KeyCrew Verified Expert.

United States, 10th Mar 2026 – KeyCrew Media, a real estate analytics and media network, has selected Jerry Larkowski, Broker and Owner of ESQ. Realty Group, as a KeyCrew Verified Expert. Larkowski will contribute market analysis on Heartland investment opportunities, commercial refinancing dynamics, and the evolving landscape for residential buyers and sellers across the Arkansas market.

KeyCrew Verified Experts are carefully selected as prolific market trend authorities who demonstrate exceptional insight and expertise in their fields. These distinguished professionals regularly contribute market insights, expert perspectives, and forward-looking analysis to help audiences navigate complex industry landscapes.

Jerry Larkowski brings a rare combination of legal acumen and on-the-ground real estate expertise to his role at ESQ. Realty Group, a full-service brokerage and property management firm serving Little Rock and the surrounding region. With over 30 years of experience in the Arkansas market, Larkowski has built a reputation for straight-talking market analysis that cuts through the noise — from identifying distressed opportunities created by ballooning commercial debt to making the case for the Heartland as a stable, accessible alternative to volatile coastal markets.

Larkowski’s legal background distinguishes his practice in a field where the complexity of buying and selling real estate is frequently underestimated. His perspective on the $3 trillion wave of commercial real estate debt approaching balloon payment deadlines — and what it means for investors at every level — has already attracted attention from buyers and sellers preparing to navigate a shifting market in 2026.

“There’s never a bad time to buy or sell a house — there are better times and worse times, but if you’ve been ready to jump in the pool, the water’s fine,” said Larkowski. “What I’m seeing right now is that the investors who understand the refinancing pressure coming to market are going to find real opportunity. Arkansas has always offered stability that the coasts can’t match — lower property taxes, affordable entry points, and the kind of steady appreciation that builds long-term wealth without the drama. My job is to help people see that clearly and act with confidence.”

Larkowski’s areas of expertise include:

  • Heartland Real Estate Investment — Market analysis and investment strategy for Arkansas and surrounding regional markets
  • Commercial Refinancing Dynamics — Identifying opportunities created by balloon payment pressures on commercial and residential investment properties
  • Residential Brokerage & Property Management — Full-service representation for buyers, sellers, investors, and owner-occupants
  • Legal Dimensions of Real Estate Transactions — Applying a legal background to navigate the complexities of buying, selling, and managing property

About ESQ. Realty Group

ESQ. Realty Group is a full-service real estate brokerage and property management company based in Little Rock and Hot Springs, Arkansas, serving buyers, sellers, investors, and owner-occupants across the region. With over 30 years of market experience, the firm combines professional brokerage services with comprehensive property management — including tenant screening, rent collection, lease enforcement, and maintenance coordination — to help clients maximize the value of their real estate investments. ESQ. Realty Group’s legal-background-informed approach brings an added layer of expertise to every transaction. Website: www.esqbrokers.com

About KeyCrew Media

KeyCrew Media is the next generation real estate intelligence platform that leverages AI-powered analytics and first-person reporting from verified experts to produce forward-looking insights across local markets and niche asset classes. Proprietary market reporting is delivered through KeyCrew’s growing portfolio of niche media properties — including KeyCrew Journal, NextAsset News, and other specialized publications — as well as selectively syndicated to media partners that influence industry decision-makers. Learn more at keycrew.co

Media Contact

Organization: KeyCrew Media

Contact Person: Heather Hook

Website: https://www.keycrew.co

Email: Send Email

Country:United States

Release id:42446

The post KeyCrew Media Selects Jerry Larkowski of ESQ Realty Group as Verified Expert for Heartland Real Estate Investment and Residential Brokerage 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

Explora Books to Showcase David O. Thomas The Gordian Knot at the London Book Fair 2026

Published

41 minutes ago

on

March 10, 2026

By

Explora Books will present David O. Thomas’ The Gordian Knot at this year’s London Book Fair, taking place March 10–12, 2026, at Olympia London in Hammersmith. The novel offers readers a precise, unflinching examination of crime, compulsion, and the hidden patterns that connect acts of violence.

Vancouver, British Columbia, Canada, 10th Mar 2026 – Rather than focusing solely on plot, The Gordian Knot explores the mechanics of criminal behavior, the subtle architecture of revenge, and the personal cost of pursuing justice. At its core is Detective Frank Spencer, a seasoned investigator and criminal psychology instructor. Through his eyes—and occasionally through the unsettling perspective of the killer—the book scrutinizes the intricate rituals that govern serial offenses. The narrative doesn’t sensationalize the crimes; it examines them with careful attention to the compulsions that drive the characters, offering insight into the complex interplay between trauma, revenge, and psychological patterns.

The story is structured with a meticulous eye for procedure and environment. Crime scenes, autopsies, and investigative processes are rendered in exacting detail, grounding the reader in the reality of police work. Yet the novel balances this procedural precision with a deeply introspective lens, exploring how the work reshapes the detectives themselves. Frank grapples with isolation, past failures, and the emotional residue of confronting humanity at its darkest. His younger colleague, Mike Estrada, experiences the transformation from attentive student to veteran investigator, highlighting the personal toll of exposure to trauma and moral ambiguity.

Thomas’ narrative voice is both direct and immersive. The book alternates between the detached, cynical lens of the detectives and the intensely personal, often disorienting inner world of the killer. Through this oscillation, the novel probes questions of motivation, retribution, and the limits of institutional authority. Bureaucratic pressures and departmental politics are shown as tangible forces, shaping—and sometimes obstructing—the pursuit of truth.

Dedicated to the author’s family, The Gordian Knot carries a quiet emotional undercurrent beneath its stark surface. The title evokes the challenge of unraveling complex, interwoven problems, hinting at the precise and deliberate approach required to confront both crime and personal demons. Readers may find themselves reflecting not just on the mechanics of murder, but on the enduring effects of trauma, the impulses that define human behavior, and the cost of moral decision-making.

Visitors to Olympia London can experience this tightly constructed, psychologically intricate novel firsthand at the Explora Books display. The Gordian Knot is an invitation to engage with the architecture of crime and the minds it shapes, offering a reading experience that is rigorous, unsettling, and compelling without relying on sensationalism.

Readers can find The Gordian Knot on Amazon and at other major retailers. 

 

About Explora Books 

Explora Books is a book marketing firm located in the heart of Vancouver, British Columbia, Canada. The company specializes in self-publishing and marketing, taking pride in its exhaustive research and creative strategies that provide wider avenues for aspiring authors to gain recognition for their works. Explora Books aims to guide authors through the complexities of self-publishing, offering convenient solutions to navigate this process. The firm fosters and redefines creativity and innovation, setting new industry standards. Explora Books is dedicated to empowering authors globally.

Media Contact

Organization: Explora Books Ltd

Contact Person: Simon Pratt

Website: https://explorabooks.com/home

Email: Send Email

Contact Number: +16043306795

Address:Jameson Offices, 838 W Hastings St w, Vancouver, BC V6C 0A6, Canada

City: Vancouver

State: British Columbia

Country:Canada

Release id:42445

The post Explora Books to Showcase David O. Thomas The Gordian Knot at the London Book Fair 2026 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

Explora Books to Exhibit Vision: Unseen Becomes Seen by Dathan Beckett at the London Book Fair 2026

Published

41 minutes ago

on

March 10, 2026

By

Explora Books will showcase Vision: Unseen Becomes Seen by Dathan Beckett at the London Book Fair, scheduled for March 10–12, 2026, at Olympia London. The book offers a reflective take on a question that sits at the center of Beckett’s work: what if vision has less to do with the eyes and more to do with belief?

Vancouver, British Columbia, Canada, 10th Mar 2026 – Beckett’s book centers on the idea that “vision” is not limited to the eyes. Instead, he treats it as the ability to sense possibility before it appears in the physical world. In his view, people are not passive observers of life but participants in shaping it. Thoughts, beliefs, and imagination act less like background noise and more like tools of creation.

The argument unfolds through a mix of personal testimony, spiritual reflection, and philosophical commentary. Beckett writes in the first person, drawing from experiences he describes as moments of awakening—events that shifted how he understood perception, faith, and identity. These moments become the foundation of a broader claim: that the reality people live in is closely tied to the beliefs they accept about themselves.

One of the book’s most striking ideas is the metaphor of the “lying twins.” Beckett uses this phrase to describe ordinary sight—the way people rely on physical evidence to decide what is real. According to him, this habit can narrow a person’s sense of possibility. When life is judged only by what can be measured or seen, imagination and conviction lose their authority. Vision: Unseen Becomes Seen pushes back against that limit and suggests that a deeper form of perception exists.

Another recurring theme is the phrase “I AM.” Beckett treats it as the center of identity. Whatever follows those two words—strong, weak, fortunate, unlucky—becomes a kind of personal agreement with reality. The book proposes that these statements quietly shape how life unfolds. Change the statement, Beckett suggests, and the direction of life may shift as well.

The tone moves between spiritual meditation and practical reflection. Biblical references appear throughout the text, though Beckett often interprets them through the lens of inner awareness rather than external doctrine. Prayer, for instance, is described less as a request and more as an inward picture of a reality already forming.

Readers interested in the overlap between spirituality, philosophy, and self-inquiry may find the book thought-provoking. Beckett does not write as an academic authority; instead, he presents himself as someone documenting insights gathered through experience. That perspective gives the work a confessional quality, as though the reader is listening to a long personal reflection about belief, perception, and the quiet influence of thought.

Readers can find Vision: Unseen Becomes Seen on Amazon and at other major retailers. 

About Explora Books 

Explora Books is a book marketing firm located in the heart of Vancouver, British Columbia, Canada. The company specializes in self-publishing and marketing, taking pride in its exhaustive research and creative strategies that provide wider avenues for aspiring authors to gain recognition for their works. Explora Books aims to guide authors through the complexities of self-publishing, offering convenient solutions to navigate this process. The firm fosters and redefines creativity and innovation, setting new industry standards. Explora Books is dedicated to empowering authors globally.

Media Contact

Organization: Explora Books Ltd

Contact Person: Simon Pratt

Website: https://explorabooks.com/home

Email: Send Email

Contact Number: +16043306795

Address:Jameson Offices, 838 W Hastings St w, Vancouver, BC V6C 0A6, Canada

City: Vancouver

State: British Columbia

Country:Canada

Release id:42444

The post Explora Books to Exhibit Vision: Unseen Becomes Seen by Dathan Beckett at the London Book Fair 2026 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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