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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

Torvi Set to Disrupt the Global Market with its Sustainable Decentralized Finance in 2026.

Published

12 minutes ago

on

February 26, 2026

By

 

Summary: Torvi, a pioneering force, is set to spark its revolution for 2026 and is positioning itself to redefine sustainable, decentralized finance with transparency and a long-term growth ecosystem.

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With the latest progress, Torvi is set to disrupt the global market with its sustainable decentralized finance in 2026. The platform brings a disciplined, automated, and verifiable framework built for long-term relevance and designed to meet the expectations of a rapidly maturing global decentralized ecosystem. With its holistic approach, the platform reflects a broader shift toward decentralized models that prioritize structure, accountability, and trust through technology rather than intermediaries.

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The platform is designed to connect real-world value with decentralized technology. The platform aims to build the infrastructure that allows real assets to be represented, managed, and owned digitally with transparency, structure, and long-term sustainability. At its core revolution, the platform is a foundation for digital ownership backed by real-world value. Its structured participation model regulates reward distribution to maintain systemic balance as the ecosystem expands across regions and markets. By focusing on controlled execution instead of short-term incentives, the protocol aims to establish itself as a dependable decentralized infrastructure for worldwide participation.

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As the digital economy is driven largely by speculation. Torvi developed a system where digital assets represent real-world value, ownership is transparent and verifiable, participation leads to long-term digital equity, and blockchain is used as a structural layer, not a marketing label. Moreover, the platform transforms real economic value into structured digital assets that users can interact with securely and transparently. The platform also integrates a decentralized contribution recognition mechanism that supports organic global network growth while maintaining financial discipline.

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The platform also integrates a decentralized contribution recognition mechanism that supports organic global network growth while maintaining financial discipline. Every contribution is immutably recorded on-chain, ensuring fairness, traceability, and accountability throughout the ecosystem. By combining automated logic with a system-first philosophy, the platform aims to play a meaningful role in shaping the next phase of decent.

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As the platform understands that blockchain-based asset representation increases in 2026, the platform aims to bridge traditional economic value with decentralized technology. The platform seeks to provide a compliant and scalable pathway for asset digitization across sectors by enabling structured digital ownership models.

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Furthermore, in 2026, Torvi intends to expand infrastructure deployment, global community onboarding, strategic ecosystem partnerships, and enhanced digital asset integration capabilities. The platform is focused on jurisdictions and markets demonstrating growing demand for compliant, sustainable digital asset structures. The platform also emphasizes its growth model, which prioritizes stability over rapid speculation-driven expansion. As the digital economy transitions from experimental growth to structural maturity, Torvi asserts that sustainability, transparency, and real-world value integration will become defining pillars.

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About Torvi:

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Torvi, a blockchain-powered digital asset platform designed to connect real-world value with decentralized technology. In the digital asset market, the platform is a secure, transparent, globally connected, and innovation-driven platform. With its strong technological foundation, world-class operations, and open ecosystem philosophy, the platform delivers a trusted and rewarding experience for investors worldwide. The ecosystem is driven by community governance and aims to add sustainable utility to digital finance for global participants

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Karviva and Founder Dr. Angela Zeng Recognized by Missouri Agriculture as Brand Gains National Editorial Attention and Expands Retail Footprint

Published

42 minutes ago

on

February 26, 2026

By

Saint Louis, Missouri, United States, 26th Feb 2026 – Karviva, the functional beverage company founded by nutritional scientist Dr. Angela Zeng, continues to gain momentum across retail and industry platforms, following recognition from the Missouri Department of Agriculture and its recent selection as one of RangeMe’s Top 50 Brands in Food and Beverage. The milestones reflect growing demand for Karviva’s science-backed wellness drinks and increasing interest from major retailers nationwide.

 

Karviva was recognized by the Missouri Department of Agriculture for its contribution to the state’s food and beverage innovation ecosystem. As a member of the Grown in Missouri program, the brand develops and manufactures its products in St. Louis, supporting local production while transforming whole-food ingredients into functional beverages designed for everyday wellness. The recognition highlights Karviva’s alignment with value-added agriculture, responsible sourcing, and sustainable growth.

In addition to the state-level acknowledgment, Karviva has been named one of RangeMe’s Top 50 Brands in Food and Beverage and featured in the research section of MMR Magazine. RangeMe’s Top 50 list tracks buyer engagement across more than 250,000 brands on its platform and highlights companies generating strong interest from retail buyers through profile activity, meeting requests, and product engagement. The designation serves as an indicator of retail readiness and future shelf potential.

These recognitions come amid continued retail expansion for Karviva. The brand recently launched Karviva Energy Juices and ACE Collagen Juices at Gelson’s Market locations across Southern California, expanding its presence on the West Coast among premium grocery shoppers. On the East Coast, Stop and Shop has added Karviva Energy Juices to its assortment. The products are currently in the launch phase, following a delayed reset timeline related to distributor scheduling, with broader in-store placement expected as the rollout continues.

Karviva has also gained national editorial attention for its approach to wellness and detox, including coverage that highlights the brand’s emphasis on consistency, nourishment, and digestive support rather than extreme or short-term cleansing practices. Dr. Zeng’s perspective draws from both evidence-based nutrition science and traditional wellness philosophies, shaping formulations that are designed to fit into daily routines.

Dr. Zeng shared that the combination of state recognition, industry validation, and retail growth reflects the brand’s steady progress. She noted that interest from retailers and buyers continues to build as consumers become more informed about functional beverages and look for options that deliver real benefits without artificial ingredients.

With recognition from Missouri Agriculture, inclusion on the RangeMe Top 50 list, and expanding retail partnerships across both coasts, Karviva enters 2026 positioned for continued growth and broader national visibility.

About Karviva
Founded by Dr. Angela Zeng, PhD, MBA, Karviva is a functional beverage brand rooted in Traditional Chinese Medicine principles and evidence-based nutrition science. The company develops clean-label juices and wellness drinks that support digestion, hydration, energy, and balance without extremes. Karviva is based in St. Louis, Missouri, and is a proud member of the Grown in Missouri program.

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:41915

The post Karviva and Founder Dr. Angela Zeng Recognized by Missouri Agriculture as Brand Gains National Editorial Attention and Expands Retail Footprint 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

Dr. Angela Zeng’s TEDx Talk on Supporting Children’s Mental Health Without Medication Goes Live

Published

42 minutes ago

on

February 26, 2026

By

Saint Louis, Missouri, United States, 26th Feb 2026 – Dr. Angela Zeng, scientist, entrepreneur, and founder of Karviva Wellness Beverages, has released her TEDx talk titled How to Support Your Child’s Mental Health Without Medication, now officially live on YouTube. The talk, delivered at TEDxForbesParkSalon, has already surpassed 200,000 views since its publication on January 20, 2026.

 

In the talk, Dr. Zeng shares a deeply personal and powerful story that begins with a moment no parent expects to face. She recounts the day her young son told her he wanted to die and the difficult path that followed. Drawing from her background in biomedical research, her family roots in Traditional Chinese Medicine, and her lived experience as a mother, Dr. Zeng explores how her family found a way forward without immediately relying on medication.

The talk focuses on practical, science-informed shifts that supported her son’s mental well-being, including the role of food, time in nature, and intentional reflection. Dr. Zeng presents these approaches as complementary tools that can support children experiencing stress, anxiety, or depression, while emphasizing the importance of understanding root causes rather than only symptoms. Her message offers guidance not just for parents, but also for educators and caregivers seeking compassionate, grounded ways to support emotional health.

Dr. Zeng’s work consistently connects personal experience with professional expertise. Born into generations of herbalists and trained as a medical researcher, she has dedicated her career to exploring how ancient healing traditions and modern science can work together to support both physical and mental health. Through her TEDx talk, she brings that philosophy into a broader conversation around parenting, resilience, and emotional care.

The talk has resonated strongly with viewers seeking alternatives and additional perspectives in conversations around children’s mental health. By sharing her family’s journey with honesty and clarity, Dr. Zeng aims to offer hope and practical insight to those navigating similar challenges.

The TEDx talk How to Support Your Child’s Mental Health Without Medication is now available on YouTube.

About Dr. Angela Zeng
Dr. Angela Zeng, PhD, MBA, is a scientist, entrepreneur, and the founder and CEO of Karviva Wellness Beverages. Her work blends biomedical research, Traditional Chinese Medicine, and lived experience to promote holistic approaches to nourishment, mental well-being, and sustainable living. In addition to building a nationally recognized wellness brand, Dr. Zeng is an advocate for conscious entrepreneurship and emotional health, sharing her perspective as both a scientist and a mother.

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:41914

The post Dr. Angela Zeng’s TEDx Talk on Supporting Children’s Mental Health Without Medication Goes Live 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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About Author

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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