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

Published

5 years ago

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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

VestaDAO Introduces Three Innovations to Break DeFi Liquidity Constraints

Published

16 minutes ago

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April 27, 2026

By

Protocol-Owned Markets, Contribution-Based Asset Ownership, Dual-Token Flywheel—VestaDAO Redefines Decentralized Finance
 

From the “liquidity mining” boom in 2020 to today’s TVL stabilizing above $130 billion, DeFi has expanded rapidly—but it has also exposed deep structural flaws: protocols rely on high rewards to “rent” liquidity, only to collapse when capital exits; governance tokens lack value anchoring and devolve into speculative instruments; ordinary users’ contributions cannot be properly recognized, leaving ecosystems dominated by whales. These problems are now being systematically addressed by a new-generation DeFi 5.0 platform: VestaDAO.

Protocol-Owned Liquidity: No More “Renting,” Becoming the Market Itself

Traditional DeFi protocols often pay high native token incentives to attract LPs. Once rewards decline, liquidity quickly disappears, creating fertile ground for “vampire attacks.” VestaDAO adopts a Protocol-Owned Liquidity (POL) mechanism, acquiring and permanently controlling LP assets through bond sales. All inflows are automatically split into treasury reserves and protocol-owned liquidity, and deployed through an AI-powered Stratified Liquidity System (SLS) into key value zones such as price floors, anti-dump ranges, and resistance bands, actively managing price stability.

This means: VestaDAO no longer “rents” liquidity—it is the market.

Dual-Token Separation Model: Ending the “Hold vs. Use” Dilemma
Many DeFi protocols face a trade-off: tokens used for governance are hard to use for payments, and tokens used for transactions struggle to store value. VestaDAO introduces an original dual-token model: VSD + DF5.

• VSD: An algorithmic non-stable coin backed by treasury assets, used for bonds, staking, ecosystem payments, and governance. Every VSD is supported by an equal or greater Risk-Free Value (RFV) from the treasury. • DF5: A contribution token with a total supply of 1 million and a final circulating supply of only 10,000. It is generated exclusively through invitation actions and the CVA contribution value algorithm. In early stages, it can only be sold (not bought) on the secondary market, with a one-sided sell mechanism and buyback support.

Together, they form a flywheel: staking VSD generates yield, while consuming DF5 accelerates reward release. As DF5 is continuously burned, its scarcity increases, feeding back into the VSD ecosystem. Users no longer need to choose between “holding for appreciation” and “spending for utility.”

Contribution Value Ownership: Every Action Becomes an Asset
VestaDAO upgrades traditional DeFi from a “capital-driven” model to a“capital + contribution dual-driven” system. Any action that contributes to ecosystem growth—inviting new users, long-term staking, social engagement, governance participation—is quantified through the CVA (Contribution Value Algorithm) and mapped into DF5 token rewards, released linearly over 365 days to encourage sustained participation.

Referral rewards can reach up to 160% of the staking value, distributed across 30 layers; community contribution rewards are settled daily in VSD; NFT membership card holders enjoy multiple layers of premium dividends. Here, every like, invite, and vote you make is converted into tangible assets.

The Engine of DeFi 5.0 Has Ignited
VestaDAO is incubated by top-tier institution Spartan Capital, with support from Binance Chain technical teams and resources tied to the London Stock Exchange. The year 2026 is widely seen as the beginning of “system-level application” breakthroughs, and VestaDAO positions itself as both a pioneer and a definer of this new era.

Following its mainnet launch, VSD staking offers compound yields of up to 3,000% APY, while DF5 contribution incentives are rapidly expanding across global communities. Whether you are an experienced DeFi participant or a newcomer to Web3, VestaDAO offers a fair starting line where “contribution equals reward.”

Join VestaDAO and help build a decentralized financial world that is free, fair, inclusive, and independent.

Media Contact

Organization: Vesta Dao

Contact Person: Jenny

Website: https://app.vestadao.finance

Email: Send Email

Country:United States

Release id:44405

The post VestaDAO Introduces Three Innovations to Break DeFi Liquidity Constraints 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

Digital Smart AI GPU Rental Platform Powers Scalable AI Solutions for Modern Enterprises

Published

16 minutes ago

on

April 27, 2026

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As artificial intelligence becomes a central driver of productivity and innovation, businesses are under increasing pressure to adopt AI capabilities quickly and cost-effectively. Digital Smart AI is addressing this demand by offering a scalable AI solutions ecosystem combined with a flexible GPU rental platform, allowing companies to access high-performance computing without the burden of traditional infrastructure investment.

Unlike conventional AI deployment models that require heavy upfront spending on hardware and maintenance, Digital Smart AI provides on-demand GPU computing resources tailored to real-time business needs. This approach enables organizations to scale their AI operations efficiently, whether they are training machine learning models, running data analytics, or deploying AI-powered applications.

Scalable AI Solutions for Real-World Business Applications

Digital Smart AI delivers a range of practical AI tools designed to integrate seamlessly into existing workflows. These include AI-powered content generation systems, image synthesis tools for marketing and design, and predictive analytics solutions that help businesses make data-driven decisions.

A key advantage of the platform is its accessibility. Both technical and non-technical teams can leverage its tools without needing deep expertise in AI development. This lowers the barrier to entry and accelerates the adoption of AI technologies across industries such as e-commerce, finance, healthcare, and digital media.

Flexible GPU Rental Platform for Cost Optimization

At the core of Digital Smart AI’s offering is its GPU rental platform, which provides high-performance computing resources on a pay-as-you-go basis. Businesses no longer need to purchase expensive GPUs or manage complex infrastructure. Instead, they can allocate computing power dynamically based on workload requirements.

This model not only reduces capital expenditure but also improves operational efficiency. Companies can scale resources up during peak demand—such as large-scale AI model training—and scale down when workloads decrease, ensuring optimal cost control.

Reliable Infrastructure and Continuous Support

Digital Smart AI ensures stable and secure computing performance through its managed infrastructure. The platform handles system maintenance, updates, and monitoring, allowing businesses to focus on core operations rather than IT management.

With increasing demand for large AI models and data-intensive workloads, reliability becomes critical. Digital Smart AI’s architecture is designed to support high-performance tasks such as deep learning training and large-scale data processing, backed by continuous technical support to ensure uninterrupted service.

Bridging the AI Infrastructure Gap

The rapid evolution of AI technologies has created a divide between organizations with access to advanced computing resources and those without. Digital Smart AI bridges this gap by offering shared GPU infrastructure that democratizes access to powerful computing capabilities.

Startups, small businesses, and large enterprises alike can benefit from this model. By removing the need for significant upfront investment, companies can experiment with AI, shorten development cycles, and bring innovative solutions to market faster.

Driving the Future of AI Adoption

Digital Smart AI positions itself as a key enabler of digital transformation by combining scalable AI tools with flexible computing resources. Its integrated approach allows businesses to adopt, deploy, and expand AI solutions with greater speed and efficiency.

As AI continues to reshape industries, platforms like Digital Smart AI will play a critical role in making advanced technologies more accessible, helping organizations unlock new growth opportunities and stay competitive in an increasingly data-driven world.

Media Contact

Organization: Digital Smart – AI

Contact Person: DARRYL JOEL DORFMAN

Website: https://www.ai-digitalsmart.com/

Email: Send Email

Country:United States

Release id:44413

The post Digital Smart AI GPU Rental Platform Powers Scalable AI Solutions for Modern Enterprises 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

SeaPRwire Enhances PR Links across Asia’s Four Core Hubs

Published

2 hours ago

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April 27, 2026

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Hong Kong – April 27, 2026 – (SeaPRwire) – As one of the most economically dynamic regions in the world, the linkage between Asia’s core business hubs is becoming increasingly close. To adapt to this trend and help multinational enterprises achieve highly efficient cross-regional PR synergy, SeaPRwire (https://seaprwire.com) announced today that it has officially completed a comprehensive strategic upgrade of its “one-stop” PR communication links across Japan, South Korea, Hong Kong, and Singapore.

Japan, South Korea, Hong Kong, and Singapore, as Asia’s four major economic and financial engines, each possess unique media ecosystems and business cultures, yet they are simultaneously the preferred choices for many multinational enterprises setting up Asia-Pacific headquarters. In the past, when enterprises conducted PR placements in these regions, they often had to interface with different local agencies, which not only incurred high communication costs but also made it difficult to guarantee brand tonality consistency. The core of SeaPRwire’s upgrade this time is to break down geographical barriers and integrate top-tier media resources from these four regions in a modular, one-stop manner.

Through the upgraded full-featured workbench, corporate PR teams only need to use a single background to simultaneously assign and monitor news distribution tasks in these four countries and regions. Based on the communication goals set by the enterprise, the AI system automatically coordinates the distribution rhythm of media across the four regions. Whether releasing strategies in Singapore, synchronizing with capital markets in Hong Kong, or conducting localized product promotions in Japan and South Korea, millisecond-level cross-border synergy and voice resonance can be achieved.

“Business competition in Asia has long ceased to be a solo fight; it is a contest of regional synergy,” emphasized SeaPRwire’s VP of Product. “By opening up the links across Japan, South Korea, Hong Kong, and Singapore, we aim to provide enterprises with a ‘PR highway network’ covering Asia’s core economic circles. Enterprises can easily leverage the attention of mainstream media across the entirety of Asia as simply as distributing drafts locally.”

About SeaPRwire

SeaPRwire is Asia’s leading AI-driven earned media management platform, purpose-built to empower PR and communications professionals. Through its flagship Branding-Insight Program, the platform connects clients to over 80,000 journalists and an influencer matrix reaching 300 million followers. Leveraging advanced AI, SeaPRwire helps users identify media targets, personalize pitches, and measure PR impact across key APAC markets, including Japan, China, Korea, and Southeast Asia.

Media Contact

Company: SeaPRwire

Contact: Media Relations Team

Email: cs@seaprwire.com

Website: https://seaprwire.com

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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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