Press Release
Lumino, lightening up the world of secure multi-party computation
New digital era, new demand of security
With the advent of the era of big data, the leakage and abuse of personal privacy data are common, which not only disturbs the normal market order, but also seriously restricts the innovation and development of the digital economy. In recent years, many countries have carried out relevant legislation of digital economy and data governance, which makes the legal requirements of personal privacy data more rigorous, and the supervision system is becoming increasingly strict. The various online scenarios led by the Covid-19 not only bring convenience to our life, but also cause a lot of security demand of data protection
Therefore, the data producers, such as government agencies, operators, platforms, are constantly raising the legal standards of storage, transmission and transaction. It has brought a problem to the data owners: how can fully utilize the data resource endowment to create business profits and social value, meanwhile ensure that the data privacy is protected in accordance with supervision provisions? The real demand behind the problem is bound to give birth to new technologies. The combination of blockchain and secure multi-party computation provides a new solution for breaking the “data island”, ensuring data security and releasing data value.
Recently, as the leader in the global blockchain industry, PlatON has started a new journey in the construction of privacy computation infrastructure, launching the secure multi-party computation ceremony—— Lumino. Lumino aims to create system parameters in a decentralized way, which could help build a real community-based, open-source blockchain ecosystem and ensure the underlying security of the main network and the reliability of future digital applications.
The “chemical reaction” of blockchain and secure multi-party computation
To understand the essence of Lumino, we need to understand the blockchain and secure multi-party computation. Blockchain is a technical solution that does not rely on a third party and a network that stores, verifies, transmits and communicates through its own distributed nodes. The core problems it solves are network decentralization, data consistency and tamper-prevent. Secure multi-party computation is to solve the problem of privacy protection among a group of mutual distrusted participants. It should ensure the independence, correctness decentralization and do not disclose the data to other participants. Secure multi-party computation was firstly proposed by professor Yao Qizhi, who is a Chinese computer scientist and the winner of Turing prize. Since 2010, the development of executable general compiler makes its concept gradually well-known.
It can be seen that both blockchain and multi-party security computation are technologies dealing with data interaction between a group of participants according to specific rules. However, blockchain is mainly used to verify the correctness of the calculation, and the purpose is to achieve the consistent recognition of the results and prevent the results from being tampered with; the purpose of secure multi-party computation (MPC) is to get specific results in the case of data confidentiality, and emphasis on privacy protection in data share situation.
When secure multi-party computation encounters blockchain, the integration has become a technology trend that attracts much attention. Due to the different traits of blockchain and multi-party security computation, they are not exclusive and can complement each other. Blockchain can improve its ability of data confidentiality by using secure multi-party computation to adapt to complex environments; while secure multi-party computation can complete redundant computation with the help of blockchain to obtain verifiable and unique results.
The combination of MPC and blockchain is ultimately to meet the more complex and changeable real needs, especially for various environments of data exchange and sharing. For example, secure multi-party computation can realize key management in the blockchain wallet, and divide the management right of assets reasonably to reduce the risk of single key loss. It can also realize the cross-domain access of EHR data. Based on personal digital identity infrastructure, hospital A could apply for data access to hospital B by obtaining the patient’s authorization, which does not need directly return the patient’s medical record data. It would meet the dual goals of diagnosis needs and privacy protection.
New practice in privacy protection——PlatON & Lumino
Secure multi-party computation is essentially a solution for data security. It is consisted of cryptographic technologies such as obfuscation circuit, secret sharing, homomorphic encryption, etc. PlatON has already realized the layout in these fileds. The key to secure multi-party computation is to use zero knowledge proof to prove that there is no leakage, which is also the key to Lumino.
Most of the existing efficient zero-knowledge proof algorithms need to create system parameters in a centralized way, so the third party who creates the parameters may forge proofs to destroy the underlying security of the main network. Lumino aims to generate the system parameters of the zero-knowledge proof through secure multi-party computation. In this process, the parameters are generated by members altogether, so they will not be obtained or tampered by a single party. This also constitutes the cornerstone of the subsequent privacy protection application. Only when the activity held safely, the subsequent decentralized application will be more secure.
This ceremony is PlatON’s latest practice in the field of privacy protection, and Lumino’s goal is to link the world’s cryptographic geeks to build a global privacy computation infrastructure. In the future community-based and open-source blockchain ecosystem, every participant is an important node, and every participation will make the underlying network more secure. Therefore, this is not only an activity, but also a collective wisdom full of ritual sense. PlatON will also take this opportunity to realize the vision of building infrastructure in the digital era, and make every effort to be the best practitioner in the field of privacy security.
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
Milestone Launches Project : Tsavkisi, The First Design-Code Community Near Tbilisi
Milestone has launched Project : Tsavkisi, a residential land-plot development situated on a hillside in the Tsavkisi area, just an 18-minute drive from Tbilisi, Georgia. The project comprises 63 individual land plots, each offering panoramic views of the surrounding forest and the city.
Tbilisi, Georgia, 2nd May 2026 – Milestone has launched Project : Tsavkisi, a residential land-plot development situated on a hillside in the Tsavkisi area, just an 18-minute drive from Tbilisi, Georgia. The project comprises 63 individual land plots, each offering panoramic views of the surrounding forest and the city.

Project : Tsavkisi is a thoughtfully planned community with a unified architectural identity, seamlessly integrated into the natural landscape. It is designed for those who wish to build a residence in a scenic setting while remaining just minutes away from central Tbilisi.
The presale is now open.
The development spans 10 hectares, with 24,000 m² dedicated to curated shared public spaces, including children’s playgrounds, sports courts, and forest walking paths. The project includes professionally maintained shared areas and green zones, along with 24/7 secured territory.
The architectural vision of Project : Tsavkisi is rooted in a landscape-oriented approach. To create a unique living environment, the project has developed a set of architectural guidelines – a Design Code, where every element is thoughtfully connected to the next. The Code extends from façade materials and roofing guidelines to color selection. A recommended palette of muted, earth-derived tones is designed to maintain visual harmony with the natural landscape. The project adopts a low-density development strategy that maintains visual openness and integrates seamlessly with the natural terrain, avoiding high retaining walls and other intrusive structural elements.
Homeowners are offered the flexibility to develop individual designs in accordance with the Design Code or to select from a catalogue of nine pre-designed residential houses. They have been created in collaboration with established architectural studios, recognized for their experience in residential design and landscape-driven planning.
The project is designed for residents who lead active urban lives but seek a home in a quiet, natural setting, without sacrificing their connection to the city. Project : Tsavkisi sets a benchmark for holistic suburban development, where each residence contributes to a unified architectural identity.
About Milestone
Milestone is a Georgian real estate development and management company based on innovative vision and ideas, defining environments for quality life. Expanding its portfolio, the company is currently developing a new residential project in the heart of Tbilisi, set to be introduced soon.
Media Contact
Organization: Milestone
Contact Person: Lasha Eliadze
Website: https://www.projecttsavkisi.ge/
Email:
info@milestone.ge
Contact Number: +995598399899
City: Tbilisi
Country:Georgia
Release id:44575
The post Milestone Launches Project : Tsavkisi, The First Design-Code Community Near Tbilisi 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
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
Dark Watch Integration with Leading Service Platform Sets a New Standard of Care in Therapist Safety
Integration embeds real-time safety intelligence into therapists’ booking and payment workflows—helping therapy practices and service-based businesses identify and prevent high-risk interactions before appointments begin.
United States, 2nd May 2026 —May 1, 2026—Dark Watch, the embedded safety intelligence layer for modern commerce, today announced that its integration with a leading service-based platform is now live. The integration introduces a proactive safety capability designed to help prevent assaults and high-risk incidents in therapist-client environments.
Service-based businesses, particularly those in the wellness, spa, and personal care sectors, often involve private, one-on-one interactions between staff and clients. These environments are built on trust, but they can also expose therapists to elevated risk, such as from inappropriate behavior, harassment, boundary violations, and, in some cases, physical assault. Despite this, most booking and payment systems provide little to no visibility into potential risk before an appointment begins.
Historically, businesses have relied on reactive measures to mitigate these risks, e.g., incident reporting, internal notes, or post-event responses. The Dark Watch integration shifts that model upstream, enabling businesses to identify potential risk signals before an appointment is confirmed or a client arrives.
“A service-based business should not have to rely on reactive measures to reduce risk,” said Noel Thomas, CEO of Dark Watch. “Therapists are operating in one-on-one settings where the risk is real, and expectations are changing. Businesses shouldn’t have to choose between experience and protection. Dark Watch embeds security directly into the booking and payment layer, delivering real-time risk mitigation at the moment it matters most. The result is a new standard of care—one that protects therapists, strengthens brand trust, and delivers measurable safety benefits without disrupting the client experience.”
Through the integration, Dark Watch’s intelligence layer is embedded directly into booking and payment workflows. As appointments are scheduled, the system evaluates a range of risk signals that help identify patterns associated with prior inappropriate behavior, unsafe interactions, or indicators that warrant additional review.
The integration enables businesses to receive discreet, real-time insights at the moment of booking—before a therapist is assigned, before a client arrives, and before a potentially unsafe interaction occurs.
For operators, this creates a new layer of protection: improving therapist safety by identifying high-risk appointments early, increasing operational confidence when interacting with new clients, reducing the likelihood of incidents, and supporting staff retention in roles where safety concerns can drive turnover.
By embedding this capability directly into the platform layer, businesses can adopt proactive safety without adding friction to the booking experience or requiring additional tools. The system operates quietly in the background, preserving the client experience while enhancing staff protection.
The launch reflects a broader shift across the experience economy. Platforms are increasingly expected to safeguard not only transactions, but also the people behind them. As awareness grows around therapist safety in one-on-one service environments, proactive protection is becoming a critical expectation and an emerging standard of care.
Dark Watch’s technology is gaining traction across a growing set of platforms spanning payments, financial services, and real-world commerce systems. With multiple platform deployments now live or underway, the company continues to expand its footprint as a safety intelligence layer embedded directly into the infrastructure that powers everyday interactions.
Together, these deployments are establishing a new standard: protecting therapists and staff before the interaction begins.
For more information, visit https://darkwatch.io
About Dark Watch
Dark Watch delivers an embedded safety intelligence layer for payment platforms, financial institutions, and real-world commerce systems. The platform leverages advanced AI and proprietary intelligence sources to identify risk signals tied to unsafe behavior, harassment patterns, and high-risk interactions—before transactions occur.
Media Contact
Organization: Dark Watch
Contact Person: Noel Thomas
Website: https://darkwatch.io
Email: Send Email
Country:United States
Release id:44597
The post Dark Watch Integration with Leading Service Platform Sets a New Standard of Care in Therapist Safety 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
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
Dark Watch Partners with Pangea to Bolster Financial Crime Intelligence Across Global Payments
Dark Watch’s embedded threat intelligence now integrates with Pangea’s global payments infrastructure to enable the detection of trafficking networks, fraud, and illicit activity.
United States, 2nd May 2026—Dark Watch, which provides embedded safety and threat intelligence technology, today announced that it is entering a strategic partnership with Pangea, the AI-powered financial infrastructure platform for managing global currency flows and cross-border payments. By integrating Dark Watch’s intelligence platform with Pangea, the joint solution is able to identify and monitor financial activity associated with illicit networks. These include human trafficking operations, illicit massage businesses, and organized criminal enterprises that exploit digital payment ecosystems.
Through the partnership, Dark Watch’s intelligence layer now integrates directly into financial workflows used by organizations operating internationally—including nonprofits, ministries, and global institutions serving vulnerable communities.
Dark Watch’s technology analyzes signals from over 1,400 intelligence sources across the open web, deep web, and proprietary datasets. It identifies risk indicators tied to over 450 million global profiles. Embedded into payment and compliance processes, this intelligence helps organizations identify high-risk actors, locations, and networks before transactions occur.
“Financial networks are increasingly on the front lines of detecting and preventing criminal activity,” said Noel Thomas, CEO of Dark Watch. “By partnering with Pangea, we’re bringing intelligence-grade insights directly into global financial infrastructure—helping organizations detect illicit activity earlier while protecting legitimate commerce and humanitarian work.”
Pangea delivers infrastructure that helps organizations manage foreign exchange exposure and move funds across borders with greater transparency and governance. The platform is widely used by organizations operating in emerging and frontier markets, where compliance risks and fragmented financial systems can make safe financial operations difficult. Customers rely on Pangea because the ability to prevent fraud, trafficking exposure, and other illicit activity is increasingly critical, especially for nonprofits and ministries moving funds globally.
“Global organizations doing the most important work in the world — often serving vulnerable communities, youth, and those in need — deserve financial infrastructure that’s as safe as it is fast,” said Aeron Sullivan, CEO of Pangea. “Our clients can’t afford exposure to fraud, trafficking, or predatory actors, and frankly, neither can the people they serve. Partnering with Dark Watch means they can operate globally with confidence, with bad actors stopped before they ever gain access.”
The collaboration is expected to benefit financial institutions, fintech platforms, and nonprofit organizations seeking stronger visibility into criminal networks that increasingly operate through legitimate financial channels.
Together, Dark Watch and Pangea aim to equip global organizations with tools to identify risk earlier, strengthen compliance programs, and contribute to broader international efforts to combat human trafficking, organized crime, and financial exploitation.
For more information, visit https://darkwatch.io/
About Dark Watch
Dark Watch delivers an enterprise safety intelligence platform designed to help organizations proactively identify high-risk individuals and networks. The platform leverages advanced AI and proprietary deep web intelligence, analyzing more than 450 million profiles in real time to detect emerging threats tied to organized crime, trafficking networks, and other illicit activity.
About Pangea
Pangea provides infrastructure for managing global currency flows and cross-border payments, with a focus on organizations operating in emerging and frontier markets. Its platform helps nonprofits, ministries, and global businesses manage foreign exchange risk, execute international payments, and maintain strong governance and compliance when moving funds across complex financial corridors.
Media Contact
Organization: Dark Watch
Contact Person: Noel Thomas
Website: https://darkwatch.io
Email: Send Email
Country:United States
Release id:44596
The post Dark Watch Partners with Pangea to Bolster Financial Crime Intelligence Across Global Payments 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
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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