Press Release
“Data Island” Problem Can Be Solved by Combining Privacy Computing AI and Blockchain Technology
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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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.
Press Release
Wealthfront Academy Integrates Seagull System 2.0 Into Its Core Curriculum Under the Guidance of Andy Rachleff
Wealthfront Academy announces that Seagull System 2.0 has been formally integrated into its core curriculum, enhancing AI-driven learning with transparent model interpretation, real-time simulation, and practical analytical training led by founder Andy Rachleff.
United States, 19th Nov 2025, Grand Newswire – Wealthfront Academy Announces Full Integration of Seagull System 2.0 Into Its Core Curriculum
Wealthfront Academy today announced the full integration of Seagull System 2.0 into its core curriculum, marking a significant milestone in the Academy’s advancement of AI-based financial education. Developed under the leadership of founder Andy Rachleff, Seagull System 2.0 will now serve as the primary analytical engine across foundational, intermediate, and advanced learning tracks.

The Academy stated that incorporating Seagull System 2.0 into all major course pathways reflects its commitment to building a transparent, model-informed, and academically rigorous framework for students and institutional learners.
Rachleff emphasized that the integration aims to help learners understand not just analytical outcomes but also the underlying reasoning structures of modern AI models used in financial analysis.
Enhancing Learning Through Transparent and Explainable AI
With the formal adoption of Seagull System 2.0, all core modules at Wealthfront Academy will offer direct exposure to:
Explainable AI reasoning, enabling students to visualize model logic step-by-step
Risk entropy analysis, revealing changes in volatility and structural dynamics
Cross-asset interaction mapping, showing how markets respond to interconnected signals
High-speed simulation environments, allowing millisecond-level decision testing
Scenario-based learning, including controlled extreme-condition simulations
These capabilities provide students with a structured environment to study how AI interprets data, adjusts parameters, and adapts to changing conditions—without exposure to live trading or financial risk.
Integrated Across All Learning Tracks
The new curriculum design ensures that Seagull System 2.0 is embedded throughout the Academy’s core learning structure, including:
Foundations of AI-informed financial reasoning
Quantitative modeling and mathematical interpretation
Multimodal market analysis using NLP and behavioral insights
Strategy design and model-based simulation projects
Advanced research tracks for academic and institutional partners
Instructors will utilize the platform during lectures, workshops, and supervised analysis sessions, giving students consistent hands-on experience with AI-assisted decision frameworks.
Rachleff noted that the goal is to help learners develop a balanced understanding that incorporates mathematical rigor, behavioral awareness, and model interpretability.
Looking Ahead
Wealthfront Academy plans to expand its academic use of Seagull System 2.0 by introducing collaborative research modules and peer-reviewed learning assessments beginning in 2026. Through deeper integration of AI tools and structured evaluation methods, the Academy aims to contribute to the evolving standards of transparent and academically grounded AI financial education.
About Wealthfront Academy
Wealthfront Academy is an international education initiative founded by Andy Rachleff to advance quantitative literacy, AI-informed financial reasoning, and transparent algorithmic understanding. By combining mathematical modeling, behavioral finance, and applied artificial intelligence, the Academy delivers structured programs for students, analysts, and institutions seeking modern, data-driven financial education.
Media Contact
Organization: Wealthfront Academy
Contact
Person: Kevin Brooks
Email:
services@wealthfrontai.com
Country:United States
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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.
Press Release
Tradeview Markets Celebrates Major Success at Jeddah Fintech Week 2025, Organized Under the Patronage of His Royal Highness Prince Dr. Saif Al-Islam Bin Saud Bin Abdulaziz Al Saud
Jeddah, Saudi Arabia, 19th November 2025, ZEX PR WIRE— Tradeview Markets proudly announced the strong success of its participation at Jeddah Fintech Week 2025, an event developed by Al Awsat Expo -a global leader in world-class event management- under the esteemed patronage of His Royal Highness Prince Dr. Saif Al-Islam Bin Saud Bin Abdulaziz Al Saud.

As the official partner of Jeddah Fintech Week, Al Awsat Expo has built a legacy of curating international exhibitions from its headquarters in Jeddah, with operations in Riyadh and Dammam. Known for transforming visionary concepts into precise, high-impact experiences, Al Awsat Expo upholds a guiding ethos of “Achievement through Excellence”. This year, Jeddah Fintech Week reinforced Saudi Arabia’s commitment to empowering its people through financial literacy, innovation, and skills development, offering educational programs, interactive workshops and strategic dialogues.
Within this environment of innovation and national vision, Tradeview Markets was honored with a special invitation from His Royal Highness Prince Dr. Saif Al-Islam, recognizing the company’s global regulatory standing, technological capability, and expanding presence across the Middle East.
Throughout the event, Tradeview’s booth emerged as a central meeting point for industry leaders exploring the future of AI-powered finance, digital payments, cross-border trading, blockchain applications, and institutional infrastructure. The company showcased its robust multi-asset ecosystem and its latest advancements in liquidity provision, regulatory expansion and trading technology.
“We are deeply grateful for the personal invitation from His Royal Highness Prince Dr. Saif Al-Islam, whose leadership continues to elevate the Kingdom’s fintech vision,” said Timothy Furey, CEO of Tradeview Markets. “The Jeddah Fintech Week platform enabled us to exchange ideas with visionary partners and contribute to Saudi Arabia’s transformation into a global fintech hub. We leave Jeddah energized, inspired, and committed to building long-term relationships in the region.”
Tradeview Markets’ participation strengthens its strategic focus on high-growth markets and reinforces its mission to deliver transparent, secure and technologically advanced trading solutions to clients worldwide.
About Tradeview Markets
Tradeview Markets is a global multi-asset brokerage offering forex, equities, futures, options and cryptocurrencies.. With a strong regulatory footprint and a commitment to innovation and integrity, the company serves traders across more than 100 countries.
About Author
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.
Press Release
Building a Great Relationship: Advice from the Experts at Beau Brummell Introductions
Michigan, US, 19th November 2025, ZEX PR WIRE, Building anything worthwhile requires dedication and vision. Similar to constructing a house: it demands careful planning, the right materials, and a lot of hard work. From laying the foundation to raising the walls, every step is crucial. The reward for this labor of love is a sanctuary you can call home. A relationship, much like a house, isn’t something that just happens; it’s something you build, moment by moment.
In a world saturated with fleeting connections and endless swiping, the art of building a lasting relationship can feel like a lost practice. At Beau Brummell Introductions, a bespoke matchmaking agency for gay men, they believe that genuine, lasting partnerships are built with intention, emotional depth, and personalized support. With an 87% success rate, they’ve seen firsthand what it takes to construct a relationship that not only stands but thrives.
Laying the Foundation: Know Your Own Blueprint
Before you can build something meaningful with a partner, you need a solid, unshakable foundation. You wouldn’t build a house on unstable ground, and you shouldn’t start a relationship without a clear understanding of who you are and what you want. If you don’t know your own blueprint, how can you expect to build a life with someone else?
Being ready for a relationship means knowing your strengths, your values, and what you bring to the table. This self-awareness is the bedrock of any successful partnership. It’s about more than just listing hobbies or career goals; it’s a deep dive into your emotional landscape, your communication style, and your vision for the future. This introspective work is essential, as it prepares you to be a proactive and present partner.
Gathering the Materials: The Small Moments That Build Walls
Once the foundation is set, the next step is to gather the materials that will form the structure of your relationship. These aren’t always glamorous. The early stages often involve tentative first steps and awkward small talk. Each conversation might seem insignificant on its own, but together, these moments form the walls that support your entire structure.
Every shared laugh, every quiet moment, and even every seemingly trivial discussion are the bricks that build something solid and enduring. It’s easy to get tempted by the allure of rushing the process, focusing only on the immediate spark of physical attraction. While attraction is important, it’s like the paint color that makes your house stand out, it’s not enough to sustain the building. We’ve all been drawn to someone who looks great on the outside, only to discover a lack of depth or compatibility. A relationship built solely on surface-level attraction, without a strong foundation and well-constructed walls, will not stand the test of time.
The Role of an Expert Architect: Human-Centered Matchmaking
In this construction process, a professional matchmaker can act as your trusted architect and supplier. While Beau Brummell Introductions don’t build the house for you, they provide the right materials, connections with individuals who are deeply vetted, emotionally ready, and aligned with your values and goals. This human-centered approach moves beyond the superficiality of algorithms. They focus on what technology overlooks: the human aspect of connection.
Beau Brummell Introductions’ process is deliberate and personalized. Initial consultations feel more like heart-to-heart conversations, allowing them to understand not just what you’re looking for, but why. This empathetic, individualized curation ensures that every introduction is intentional and emotionally fulfilling. They use their experience, intuition, and emotional intelligence to identify the intangible elements that spark meaningful relationships. For the gay community, finding a judgment-free space to be authentic is crucial, and they foster that secure environment, paving the way for deeper connections.
Building with Patience and Perseverance
Building a relationship takes patience. There will be challenges, messes, and moments of doubt. But with hard work, focus, and a shared vision, you and your partner can create something that endures. Together, you can build a home, a relationship, that offers warmth, comfort, and protection, no matter what life throws your way.
The modern dating landscape can be discouraging, marked by decision fatigue and superficiality. This is why a return to human-curated matchmaking matters more than ever. It reintroduces romance and genuine connection into the process, reminding us that love is deeply personal and cannot be neatly categorized by an algorithm.
Your Invitation to Build Something Lasting
Love is a complex and deeply human experience, and the search for it should reflect that. By focusing on emotional compatibility and creating an environment of empathy and understanding, Beau Brummell Introductions helps their clients build relationships with substance and longevity. The process itself often leads to personal growth, renewed confidence, and clarity about what one truly wants in love and life.
If you’re ready to move beyond algorithms and invest in building a relationship rooted in authenticity and human connection, it’s time to take the first step.
Contact Beau Brummell Introductions today to discover how their human-centered matchmaking can help you find the connection you deserve. Let’s start building something beautiful and lasting, together; https://beaubrummellintroductions.com/
About Author
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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