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

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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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Press Release

Medifakt Expands Its Digital Health Ecosystem With Integrated Wearables and Blockchain Infrastructure

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Fakt-O-Ring and Fakt-O-Band integrate with Medifakt’s mobile health platform and exchange-listed FAKT token to power a privacy-first, user-owned digital health ecosystem

Estonia, 25th February 2026, Medifakt announced the continued expansion of its connected digital health ecosystem through the integration of its Smart Wearable Devices the Fakt-O-Ring and Fakt-O-Band, with its mobile health application and Web3-enabled infrastructure layer.

 

Designed at the intersection of healthcare, wearable technology, and decentralized digital infrastructure, Medifakt is building a unified ecosystem where individuals can monitor, manage, and engage with their health data while maintaining transparency, security, and control.

A Connected Health Ecosystem, Not Just Devices

Unlike traditional fitness trackers that focus on isolated metrics, Medifakt’s smart wearables are designed as core components of a connected health ecosystem. The smart ring and smart band continuously capture key wellness and activity signals and securely synchronize with the Medifakt app, where data is organized into structured reports and daily health summaries.

Users can select the device that best fits their lifestyle, whether the discreet, always-on form factor of the smart ring or the activity-focused versatility of the smart band, while accessing the same unified app experience.

The ecosystem combines:

  • Continuous wearable-based health monitoring
    • A mobile-first health intelligence platform
    • Virtual healthcare access
    • Blockchain-enabled infrastructure for data integrity and interoperability
    • An ecosystem token (FAKT) designed to support platform participation

This integrated framework positions Medifakt beyond consumer wearables, toward a structured, scalable digital health ecosystem.

Smart Wearables Designed for Daily Health Awareness

The Fakt-O-Ring and Fakt-O-Band are engineered to provide continuous wellness tracking within a comfortable, everyday form factor.

Key functional capabilities include:

Continuous Health Monitoring
Wearable-driven tracking designed to support daily awareness of key wellness indicators.

Seamless Mobile Synchronization
Automatic data synchronization with the Medifakt mobile application for structured reporting and visualization.

Lifestyle Flexibility
Users can choose between the discreet, always-on smart ring or the activity-oriented smart band, while accessing the same unified app ecosystem.

Ecosystem Integration Architecture
Devices are built to integrate directly with user profiles, structured reports, and virtual care features within the Medifakt app.

Privacy-First Engineering
Data visibility and control remain user-managed, aligned with Medifakt’s transparent data-handling principles.

The Medifakt App: Turning Wearable Data Into Clarity

The Medifakt mobile application acts as the central hub of the ecosystem. Through the app, users can:

  • Review structured health check-ups and wellness summaries
  • Track trends derived from wearable data over time
  • Manage personal health profiles securely
  • Access virtual consultations with qualified healthcare professionals
  • Engage with optional, non-monetary participation-based features that encourage consistent health tracking

The platform is designed to support better understanding and more informed health conversations, rather than replacing professional medical care.

Web3-Enabled Infrastructure and Exchange Visibility

As part of its broader ecosystem strategy, Medifakt is also building a Web3-enabled digital health infrastructure designed to support transparency, interoperability, and future innovation.

The Medifakt ecosystem token, FAKT, is currently listed on leading digital asset exchanges, including MEXC (FAKT is live on MEXC (FAKT/USDT) https://www.mexc.com/exchange/FAKT_USDT) , providing global visibility for the ecosystem layer that supports Medifakt’s long-term platform vision.

The token listing is intended to support ecosystem participation and infrastructure development and is not positioned as a financial product or investment offering.

Designed for the Future of Connected Healthcare

By combining smart wearables, a secure mobile app, virtual healthcare access, and Web3-ready infrastructure, Medifakt is positioning itself as a next-generation consumer health platform built for how healthcare is evolving more connected, more digital, and more user-centric.

The ecosystem is designed to scale over time, supporting future integrations while keeping individuals firmly in control of their health data and engagement.

About Medifakt

Medifakt is a consumer-focused digital health ecosystem designed to simplify how individuals monitor, manage, and engage with their health. The platform brings together smart health wearables, including a health ring and health band, with a secure mobile application and virtual healthcare access to deliver a connected, user-centric health experience.

At the core of Medifakt is an integrated ecosystem that seamlessly connects wearable-generated health data with structured health reports, daily and comprehensive check-ups, and virtual consultations. Through the Medifakt app, users can track key health metrics, review clear summaries of their wellness data, manage personal health profiles, and engage with qualified healthcare professionals from a single, unified platform.

Medifakt is built with a strong emphasis on privacy, transparency, and user control, ensuring individuals remain in charge of their health information while benefiting from modern digital health technologies. The platform also includes optional, non-monetary engagement-based features designed to encourage consistent participation in health tracking and wellness routines.

By combining Fakt-O-Ring & Fakt-O-Band, mobile health tools, and remote care capabilities into one connected ecosystem, Medifakt supports more informed health awareness and easier access to healthcare engagement in everyday life.

Explore more at Medifakt

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KEN WILL Releases New Single “Coffee” via Warner Music Group on February 27, 2026

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New York, NY — February 24, 2026 — Warner Music Group (WMG) today announced the release of “Coffee,” the new single from global hitmaker KEN WILL, arriving worldwide on February 27, 2026, across all major streaming platforms.

The release comes amid a strong start to 2026 for Warner Music Group, reinforcing the company’s continued momentum across its global roster. With “Coffee,” KEN WILL delivers a defining statement record that underscores his creative range and expanding international footprint.

 

Blending contemporary R&B; with refined pop minimalism, “Coffee” pairs atmospheric textures with precise, controlled vocal delivery. Built around the metaphor of a late-night ritual, the single explores themes of intimacy, vulnerability, and emotional clarity through immersive production.

Subtle percussion, layered harmonies, and restrained sonic architecture create a soundscape that is both modern and timeless.

 

“KEN WILL represents a rare combination of commercial instinct and artistic independence,” said a spokesperson for Warner Music Group. “With ‘Coffee,’ he continues to establish himself as a creative force while signaling the next chapter in his global trajectory.”

 

Since signing with Warner Music Group in December 2025, KEN WILL has been developing a focused international rollout strategy aimed at amplifying his presence across key global markets. “Coffee” marks a significant milestone in that partnership and sets the tone for an ambitious 2026 campaign.

 

The single will be supported by a coordinated multi-platform launch, including strategic streaming partnerships, premium visual content, and targeted audience engagement initiatives designed to maximize global reach.

 

“Coffee” will be available beginning at 12:00 AM local time on February 27, 2026, via Spotify, Apple Music, Amazon Music, and all major digital service providers.

 

For press inquiries, interview requests, or additional information, please contact Warner Music Group’s press office.

 

About Warner Music Group

 

Warner Music Group is a global leader in recorded music, music publishing, and artist services, representing a diverse roster of acclaimed and emerging artists worldwide.

 

About KEN WILL

 

KEN WILL is a globally recognized singer, songwriter, and producer known for blending contemporary R&B; with modern pop sensibility. Signed to Warner Music Group in December 2025, he continues to shape his sound through releases that merge emotional authenticity with refined sonic craftsmanship.

 

KEN WILL Releases Single “Coffee” Release Date: February 27, 2026 Single Title: Coffee

Label: Warner Music Group (WMG)

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Jason Sheasby Highlights How Innovation Disputes Shape Daily Life in Los Angeles

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  • Jason Sheasby, a Los Angeles-based partner at Irell & Manella LLP, points to the local ripple effects of intellectual property and technology disputes on jobs, healthcare, and consumer costs.

California, US, 25th February 2026, ZEX PR WIRE, Jason Sheasby, a partner at Irell & Manella LLP in Los Angeles, is drawing attention to a broader issue that reaches far beyond courtrooms: the way technology and intellectual property disputes can affect everyday life locally, from the cost of devices to the speed of medical innovation and the stability of high-skilled jobs.

In recent years, Los Angeles and the wider region have become a major hub for tech talent and venture-backed innovation. CBRE reports the Los Angeles and Orange County region’s tech talent workforce reached 258,640 workers and includes 13,605 AI specialists. Colliers reports Los Angeles venture capital funding reached nearly $12.0 billion in 2025 across more than 720 deals, and Greater Los Angeles, including Orange County, recorded $17.7 billion.

As innovation accelerates, disputes over patents, licensing, and competition often follow. In 2024, the U.S. Patent and Trademark Office granted 324,042 patents, up 4% from 2023, reflecting continued growth in patent activity.

Sheasby’s recent matters have involved semiconductors, telecommunications standards, and biomedical technologies. Those sectors are not abstract categories in Los Angeles. They connect to the local workforce, local universities, and the health and technology products residents use daily.

Selected lines that capture the broader issue

From a recent feature profile:

  1. “The verdict in the Netlist case came swiftly.”

  2. “His practice moves easily between patents, trade secrets, antitrust claims, regulatory compliance, and internal investigations.”

  3. “In a legal landscape often dominated by settlements and quiet resolutions, Sheasby’s career has been defined by verdicts.”

  4. “The modern economy runs on code, semiconductors, biomedical breakthroughs, and global standards.”

Local context and comparisons

  • The Los Angeles and Orange County region’s tech talent workforce grew 13% from 2018 to 2023, reaching 258,640 workers.

  • The region is reported as the fourth-largest North American market for AI specialists, with 13,605.

  • Los Angeles venture capital funding reached nearly $12.0 billion in 2025 across 720+ deals, per Colliers.

  • Greater Los Angeles venture capital funding totaled $17.7 billion in 2025, ranking third nationally behind the SF Bay Area and the NY tri-state area, per the same report.

  • The USPTO granted 324,042 patents in 2024, up 4% from 2023, underscoring the scale of innovation that often drives licensing and infringement disputes.

Local action list: 10 steps to take this week

  1. Read the IP terms on one key tool you use at work (software, AI tool, or platform) and note what you can and cannot share.

  2. If you run a small business, inventory your brand assets: name, logo, product names, and key content. Keep them in one document.

  3. Turn on two-factor authentication for work email and cloud storage to reduce the most common forms of account compromise.

  4. If you build products, create a simple invention log: dates, sketches, meeting notes, and version history.

  5. If you hire contractors, confirm who owns what in the contract for code, designs, and written work.

  6. For founders, add a one-page IP checklist to onboarding: confidential info, permitted tools, and file handling rules.

  7. For employees, keep personal side projects separate from employer devices and accounts.

  8. For parents, talk to teens about copying and remixing online content and what “ownership” can mean in school and work.

  9. Support a local science or engineering program, even in a small way, through a community college, school foundation, or nonprofit partner.

  10. Pick one product you buy often and look up whether there is a local company making an alternative, then try it once.

How to find trustworthy local resources

  • Start with credible institutions: local university tech transfer offices, reputable bar association referral services, and established small business development centres.

  • Look for plain-language policies and clear fee structures. Avoid providers that promise guaranteed outcomes in legal disputes or rights enforcement.

  • When seeking legal help, confirm the lawyer’s licensing status through the State Bar of California and ask who will actually handle your matter.

Take one local step today: write down the one innovation you are building, protecting, or relying on, then take one concrete action from the list above to safeguard it this week.

About Jason Sheasby

Jason Sheasby is a Los Angeles-based partner at Irell & Manella LLP who focuses on complex litigation involving intellectual property, including patents and technology disputes across sectors such as semiconductors, telecommunications, pharmaceuticals, and medical devices. He is also a co-founder of TORL Biotherapeutics and serves on the board of trustees for Pomona College.

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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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