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

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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

Forex Expo Dubai Announces Opportunity to Win Up to 150 Grams of Gold This September 2026

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5 hours ago

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August 6, 2026

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Dubai, United Arab Emirates, August 6th, 2026, FinanceWire

Forex Expo Dubai has announced a Gold Lucky Draw for its 9th Edition, offering eligible Verified Traders, Introducing Brokers (IBs), and Affiliates the opportunity to win a share of 150 grams of 24K gold during the event.

The Gold Lucky Draw will take place during Forex Expo Dubai 2026, scheduled for 22–23 September 2026 at Dubai World Trade Centre. A total of 150 grams of 24K gold will be awarded across the two-day event as part of the attendee programme.

The lucky draw is open exclusively to Verified Traders, Introducing Brokers (IBs), and Affiliates attending the event. In addition to participating in the draw, eligible attendees will have access to the expo’s conference sessions, networking activities, and business programmes.

With 33 winners set to take home a share of 150 grams of 24K gold, this year’s Gold Lucky Draw will be distributed across the following prize categories:

●     1 winner of a 50grams 24K Gold Bar

●     2 winners of 10grams 24K Gold Bars

●     10 winners of 4grams 24K Gold Bars

●     20 winners of 2grams 24K Gold Coin

While lucky draw winners will take home gold, every participant will have the opportunity to build new partnerships, gain fresh market insights, and connect with companies shaping the future of online trading.

Five Halls. One Global Trading Landscape.

Across five halls, Forex Expo Dubai 2026 will bring together 250+ exhibitors and 100+ speakers, featuring leading brokerages, fintech companies, liquidity providers, payment providers, trading technology firms, and financial services companies from around the world.

Attendees can discover new products and services, compare trading platforms, meet solution providers, and engage directly with businesses driving the evolution of online trading.

For those looking to stay ahead of the curve, the conference programme will feature discussions on market trends, regulation, trading strategies, and the future of online trading.

Raising the Standard for Industry Events

The 9th edition introduces expanded experiences designed around the needs of its key attendee groups.

Verified Traders gain access to dedicated seminar sessions, the Traders Lounge, and the Traders Clinic, where they can pre-book one-to-one sessions with market experts.

Introducing Brokers can participate in the dedicated IB Programme, connect with brokers to discuss partnership models and rebate structures, and access the IB Lounge for focused networking.

Beyond these dedicated experiences, attendees can explore live product demonstrations, private meeting zones, pre-bookable meetings through the official event app, and side events taking place before and after the expo — creating more ways to learn, build relationships, and discover new opportunities.

*T&C Apply

About Forex Expo Dubai

Forex Expo Dubai is one of the region’s leading gatherings for the global online trading and fintech industry, bringing together brokerages, fintech innovators, traders, investors, payment providers, IBs, affiliates, and online trading technology companies under one roof. The expo provides a platform for business networking, technology showcases, industry insights, and conversations shaping the evolution of modern finance.

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Commercial Director
Niyaz Mohamed
HQMENA
Sales@hqmena.com

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Inevitable AI Group Raises $6M From Aleph to Launch AI-Native SaaS Companies

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5 hours ago

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August 6, 2026

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Tel Aviv, Israel, August 6th, 2026, FinanceWire

 Inevitable AI Group (IAIG), an AI-native venture studio founded by veteran technology entrepreneurs, today announced a $6 million pre-seed funding round led by Aleph. The company is building and launching dozens of AI-native software businesses designed to capitalize on the rapidly changing economics of software development.

Founded by Nimrod Lehavi and Ofer Bar-Or, IAIG was created around the thesis that advances in artificial intelligence are enabling small teams to build, launch, and scale software products faster and more efficiently than ever before.

Rather than building a single company, IAIG operates as a venture studio, partnering with entrepreneurs to launch AI-native products in a matter of weeks in identified and proven software markets and providing them with all of the tools to grow rapidly.

The process starts with meticulous selection, development, go-to-market execution, operations, and growth. By leveraging AI across the company-building process, IAIG achieves feature parity with established software products in weeks while dramatically reducing operating costs.

Since launching in January, IAIG has already created and launched five ventures and expects to launch dozens more by year-end. The company focuses on post market fit proven software categories with established demand and opportunities where AI can significantly improve efficiency, accessibility, or pricing.

“We believe AI is changing the foundations of how software businesses are built, marketed, grow and exit,” said Nimrod Lehavi, founder and CEO of IAIG. “Many of today’s software companies were designed for a different technological era. We see an opportunity to build a new generation of companies that can move faster, operate more efficiently, and deliver greater value to customers.”

Established software companies often face challenges adapting to AI due to legacy technology, complex architectures, and slower operating models. AI-native companies, by contrast, can automate large portions of development and operations while serving customers with significantly smaller teams.

“SaaS isn’t dying, it’s being reinvented,” said Eden Shochat, Equal Partner at Aleph. “AI gives customers the ability to create tools tailored to their needs on demand. We backed IAIG because the team understands that the winners of this transition will be those building entirely new categories of software.”

Lehavi previously founded, managed and sold Simplex to Nuvei for 300MM, while Bar-Or brings more than 30 years of entrepreneurial experience spanning telecommunications, semiconductors, internet infrastructure, machine learning, and deep technology. A graduate of Israel’s Talpiot program, Bar-Or also spent seven years in the Israeli space program.

“The biggest challenge in startups has always been finding something the market truly needs and then executing well,” said Ofer Bar-Or, founder and COO of IAIG. “AI is dramatically reducing the barriers to execution, allowing entrepreneurs to spend more time solving meaningful problems and less time navigating the complexity of software development.”

IAIG believes the next phase of the software industry will be defined by smaller, more efficient organizations capable of delivering enterprise-grade products at lower cost and higher speed. The company also expects acquisitions, partnerships, and integrations between AI-native startups and established software providers to become increasingly common as the industry adapts to AI-driven change. Looking ahead, IAIG plans to expand its network of founders, enter additional software categories, and continue refining a venture-building model designed specifically for the AI era.

About IAIG

IAIG is an AI-native venture studio that partners with solo entrepreneurs to select, build, launch, and scale software companies for the age of artificial intelligence. The company identifies proven software markets and works alongside founders to develop AI-first products through a combination of venture-building infrastructure, operational expertise, and AI-driven execution. Based in Israel, IAIG’s mission is to enable a new generation of entrepreneurs to create software companies that are faster to build, more efficient to operate, and better aligned with the opportunities created by advances in artificial intelligence.

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Nimrod Lehavi
nimrod@iaig.com

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Press Release

BlockComp and Dragonfly Partner to Launch the Third Annual Crypto Compensation Survey, Setting a New Standard for Industry Benchmarks

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6 hours ago

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August 6, 2026

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Participating organizations will receive three months of complimentary access to the BlockComp Platform, featuring benchmark data from more than 55 crypto companies across 100+ countries.

Amsterdam, New York, August 6th,2026, ZEX PR WIRE — BlockComp, the compensation benchmarking platform purpose-built for crypto and digital asset organizations, today announced a partnership with Dragonfly, a leading global investment firm focused on the digital asset ecosystem, to launch the third edition of the Crypto Compensation Survey.

The initiative aims to establish the industry’s most comprehensive compensation database, providing organizations with a reliable, data-driven view of compensation practices across functions, seniority levels, geographic markets, and reward structures.

As the crypto industry continues to grow, compensation remains one of its most complex and least transparent areas. Fragmented market data, inconsistent benchmarking methodologies, and the growing prevalence of token-based compensation have made it increasingly difficult for organizations to design competitive and sustainable Total Rewards programs. The BlockComp x Dragonfly Crypto Compensation Survey addresses this challenge by consolidating anonymized and standardized compensation data from across the ecosystem into a single, trusted benchmark.

Combining Data, Talent Expertise, and Industry Reach

The partnership brings together BlockComp’s proprietary compensation dataset and deep expertise in Total Rewards with Dragonfly’s extensive network and talent insights across the global crypto ecosystem.

By expanding participation across a broader range of organizations, markets, and talent profiles, the survey aims to deliver the most representative and actionable compensation benchmark available to crypto employers. The resulting dataset will help organizations make more informed decisions around compensation strategy, talent acquisition, retention, equity design, and token-based incentive programs.

Contribute Data and Gain Complimentary Platform Access

Organizations that complete the survey submission will receive three months of complimentary access to the BlockComp Platform, enabling them to benchmark compensation practices against real market data from across the crypto industry.

The platform currently contains compensation insights from more than 55+ crypto organizations, covering 100+ countries and incorporating over 11,000 compensation data points. Participants will gain access to benchmarks across base salary, annual incentives, equity compensation, and token-based rewards. With this new partnership, the dataset is expected to grow significantly, delivering the most robust, reliable, and industry-specific compensation benchmark available.

To ensure the highest standards of confidentiality and data integrity, all submitted information is aggregated, anonymized, and analyzed in accordance with strict data privacy protocols. No individual company data will be disclosed or identifiable within the published results.

Shaping the Future of Compensation in Crypto

As competition for talent intensifies and compensation structures continue to evolve, access to reliable market intelligence has become increasingly critical for organizations operating in the digital asset sector.

By participating in the survey, organizations will not only gain access to valuable benchmarking insights but also contribute to the development of a more transparent, data-driven, and sustainable compensation landscape for the broader ecosystem.

How to Participate

Organizations interested in contributing to the industry’s leading compensation benchmark can participate by completing the survey submission.

Survey Link

About BlockComp

Built specifically for crypto and digital asset organizations, BlockComp is a compensation benchmarking platform powered by a proprietary dataset of more than 11,000 compensation data points from 55+ companies across 100+ countries. Founded by a team with 12+ years of compensation experience across the Tech and Blockchain ecosystem, BlockComp enables organizations to design, benchmark, and optimize compensation strategies covering base, bonus, equity, and token compensation.

Website: https://platform.blockcomp.io/

About Dragonfly

Dragonfly is a $3.6B crypto-focused global investment firm. Since 2017, Dragonfly has been at the forefront of blockchain and crypto innovation with a long-term-oriented, technical, and research-driven approach, having been early backers of some of the most influential protocols and companies in the industry.

Website: https://www.dragonfly.xyz/

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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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