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.
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.
Palo Alto, United States, June 26th, 2026, Chainwire
Toss users can now contribute real-world data to train AI and get paid for it, in a first-of-its-kind model launching in Korea ahead of global expansion.
Poseidon, the data infrastructure built to source and license real-world data for AI, today announced a partnership with Toss, the mobile financial platform operated by Viva Republica, to let everyday users contribute to AI training and be paid for what they provide. It is Toss’s first move into AI data, and it opens that market to its roughly 30 million users.
Frontier AI has run out of internet to scrape. The next generation of models depends on real-world data, the kind that captures how people actually speak, move, and react, which does not exist on the open web and has never had a clean way to be sourced, licensed, or paid for. Poseidon is building the infrastructure to change that, and Toss brings the reach to do it at scale.
Through the partnership, Poseidon’s contributor app, Numo, launches inside the Toss app. Toss users can help build Korean-language training data across voice, image, and video, and receive payment tied directly to what they contribute. Poseidon provides the infrastructure that tracks each contribution and its value, while Toss provides the user base and the financial experience that turns participation into payment. Together they offer a working answer to a question the AI industry has struggled with, which is how to compensate the people whose data makes models better.
Every contribution made through Numo is registered on DATA, the AI data network that Poseidon refines data for. DATA gives each record a verifiable provenance trail through Trace, its public audit layer, so a buyer can see where a piece of training data came from and a contributor can see that their work was counted and paid. DATA Foundation, which launched this week from the rebrand of Story, is building this layer alongside integration partners including the human data marketplace Kled, and Poseidon is one of the largest sources of refined data flowing into it.
What Numo collects is first-person data, recorded by real people in real environments, which is among the hardest and most valuable categories to obtain. It is the raw material for physical intelligence, the AI that has to operate in the physical world across robotics, autonomous vehicles, and other applications. Demand from global AI labs for this kind of data is climbing, and Korea is positioned to supply it, with its dense real-life data and Toss’s user base. Poseidon and Toss intend to prove the model in Korea, then expand to global markets.
Changhoon Seo, Executive Director of New Business at Toss, said: “As the AI industry grows, demand for high-quality data is rising just as fast. Toss plans to build an environment where users can take part in the data economy more easily and naturally, and to expand a structure in which the value they contribute is rewarded transparently.”
SY Lee, Chief Strategy Officer and Chairman of Poseidon, said: “Korea is one of the few markets where the strategic importance of AI data, a mature financial system, and world-class mobile experience all exist at once. Toss is the right partner to turn user-contributed AI data from an early idea into a standard the rest of the world can adopt.” Lee previously founded the web-novel platform Radish and sold it to Kakao Entertainment, co-founded Story, the IP infrastructure that recently rebranded as DATA Foundation, and was named a Young Global Leader by the World Economic Forum this year.
About Poseidon
Poseidon is the data infrastructure for AI, built to source, refine, and license the real-world data that frontier models need and the open internet cannot supply. Incubated by the team behind The DATA Network, Poseidon bridges the gap between data supply and AI demand by enabling access to high-quality, IP-safe, and composable training datasets. Poseidon raised a $15 million seed round led by Andreessen Horowitz (a16z). Poseidon’s contributor app, Numo, has recorded more than 711,000 data registrations worldwide and is available and is now available on the Toss app.
Contact
HV
henri.vies@piplabs.xyz
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.
As consumers increasingly embrace timeless fashion over fast-moving trends, Shoplbora is highlighting the growing influence of cinematic style on modern summer wardrobes through its latest collection of premium straw hats.
For generations, cinema has shaped the way people imagine adventure, travel, and personal style. From luxurious Nile river journeys and Mediterranean escapes to elegant garden parties and tropical retreats, wide-brim straw hats and Panama hats have long played a defining role in some of film’s most memorable visual worlds.
Today, those same influences are finding new relevance among modern consumers seeking versatile accessories that combine sophistication, practicality, and storytelling.
“Cinematic fashion has always been about creating a sense of place and character,” said a spokesperson for Shoplbora. “A well-crafted straw hat instantly evokes images of travel, discovery, leisure, and confidence. These qualities remain just as appealing today as they were on the silver screen decades ago.”
Shoplbora’s latest collection draws inspiration from the enduring visual language found in classic adventure films and travel dramas. Throughout cinema history, straw hats have frequently appeared alongside tailored linen suits, coastal landscapes, luxury trains, river voyages, and sun-drenched destinations—creating an aesthetic that continues to inspire contemporary menswear and resort fashion.
The collection features a range of premium straw hats, including Panama hats and wide-brim silhouettes designed for modern lifestyles while preserving the timeless elegance associated with cinematic travel style.
Industry observers note a growing consumer preference for pieces that offer both functionality and narrative value. Rather than purchasing trend-driven accessories, shoppers are increasingly investing in products that reflect a lifestyle, an experience, or a personal aspiration.
Wide-brim straw hats have become particularly popular among travelers, outdoor enthusiasts, and style-conscious consumers due to their ability to combine sun protection with a refined appearance suitable for a variety of occasions.
Key features of the Shoplbora collection include:
- Premium natural straw construction
- Lightweight and breathable comfort
- Classic Panama and wide-brim silhouettes
- Versatile styling for travel and outdoor occasions
- Timeless aesthetics inspired by cinematic fashion traditions
Whether worn during a coastal holiday, vineyard visit, summer wedding, yacht excursion, or weekend getaway, straw hats continue to embody a sense of effortless elegance that transcends generations.
As interest in heritage-inspired fashion continues to grow, Shoplbora believes that the appeal of cinematic style lies not in recreating the past, but in adapting its most enduring elements for modern life.
About Shoplbora
Shoplbora is a lifestyle brand specializing in premium straw hats inspired by travel, craftsmanship, and timeless design. The brand offers a curated collection of Panama hats, wide-brim straw hats, and resort-inspired accessories created for modern adventures and sophisticated summer living.
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.
As consumers increasingly embrace timeless fashion over fast-moving trends, Shoplbora is highlighting the growing influence of cinematic style on modern summer wardrobes through its latest collection of premium straw hats.
For generations, cinema has shaped the way people imagine adventure, travel, and personal style. From luxurious Nile river journeys and Mediterranean escapes to elegant garden parties and tropical retreats, wide-brim straw hats and Panama hats have long played a defining role in some of film’s most memorable visual worlds.
Today, those same influences are finding new relevance among modern consumers seeking versatile accessories that combine sophistication, practicality, and storytelling.
“Cinematic fashion has always been about creating a sense of place and character,” said a spokesperson for Shoplbora. “A well-crafted straw hat instantly evokes images of travel, discovery, leisure, and confidence. These qualities remain just as appealing today as they were on the silver screen decades ago.”
Shoplbora’s latest collection draws inspiration from the enduring visual language found in classic adventure films and travel dramas. Throughout cinema history, straw hats have frequently appeared alongside tailored linen suits, coastal landscapes, luxury trains, river voyages, and sun-drenched destinations—creating an aesthetic that continues to inspire contemporary menswear and resort fashion.
The collection features a range of premium straw hats, including Panama hats and wide-brim silhouettes designed for modern lifestyles while preserving the timeless elegance associated with cinematic travel style.
Industry observers note a growing consumer preference for pieces that offer both functionality and narrative value. Rather than purchasing trend-driven accessories, shoppers are increasingly investing in products that reflect a lifestyle, an experience, or a personal aspiration.
Wide-brim straw hats have become particularly popular among travelers, outdoor enthusiasts, and style-conscious consumers due to their ability to combine sun protection with a refined appearance suitable for a variety of occasions.
Key features of the Shoplbora collection include:
- Premium natural straw construction
- Lightweight and breathable comfort
- Classic Panama and wide-brim silhouettes
- Versatile styling for travel and outdoor occasions
- Timeless aesthetics inspired by cinematic fashion traditions
Whether worn during a coastal holiday, vineyard visit, summer wedding, yacht excursion, or weekend getaway, straw hats continue to embody a sense of effortless elegance that transcends generations.
As interest in heritage-inspired fashion continues to grow, Shoplbora believes that the appeal of cinematic style lies not in recreating the past, but in adapting its most enduring elements for modern life.
About Shoplbora
Shoplbora is a lifestyle brand specializing in premium straw hats inspired by travel, craftsmanship, and timeless design. The brand offers a curated collection of Panama hats, wide-brim straw hats, and resort-inspired accessories created for modern adventures and sophisticated summer living.
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.
Toss Brings 30 Million Users Into the AI Data Economy in Partnership With Poseidon
Shoplbora Explores the Return of Cinematic Summer Style Through Timeless Straw Hats
Shoplbora Explores the Return of Cinematic Summer Style Through Timeless Straw Hats
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