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.
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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
Terrance Bradford Tampa, FL Explains Why Problem-Solving Is One of Construction’s Most Valuable Skills
San Francisco, CA, 18th July 2026, ZEX PR WIRE, Construction projects rarely unfold exactly as planned. Weather conditions, material availability, scheduling conflicts, and unexpected site conditions can all create obstacles that require quick thinking and practical solutions. According to Terrance Bradford Tampa, FL, one of the most valuable skills a construction professional can develop is the ability to solve problems effectively while keeping projects moving forward.
With more than two decades of experience in the construction industry, Bradford has learned that successful projects are not defined by the absence of challenges, but by how those challenges are managed. Every project presents opportunities to adapt, communicate, and make informed decisions that keep work progressing efficiently.
“Every construction project will encounter obstacles at some point,” Bradford says. “The difference is how teams respond. Strong problem-solving keeps projects moving instead of allowing setbacks to become larger issues.”
Every Project Presents Unique Challenges
According to Terrance Bradford Tampa, FL, no two construction projects are exactly alike. Site conditions, client goals, environmental factors, and scheduling demands all introduce different variables that require thoughtful planning and flexibility.
Rather than relying on the same solution every time, Bradford believes construction professionals should evaluate each situation individually and make decisions based on the project’s specific needs.
“Experience gives you perspective,” he explains. “The more projects you complete, the better you become at recognizing potential challenges and identifying practical solutions.”
Communication Improves Problem-Solving
Bradford believes effective communication is one of the most important tools when resolving issues during construction.
Construction projects involve multiple stakeholders, and keeping everyone informed allows decisions to be made more efficiently. Open communication also helps prevent misunderstandings that could create additional delays.
“When everyone understands what’s happening, teams can work together toward a solution much faster,” Bradford says. “Communication reduces uncertainty and helps maintain momentum.”
By encouraging transparency, project teams can respond more confidently when unexpected situations arise.
Staying Calm Under Pressure
Construction can be a fast-paced environment where decisions often need to be made quickly. Bradford believes remaining calm during difficult situations allows leaders to evaluate options more effectively.
“When challenges happen, people naturally look for direction,” he says. “Remaining focused instead of reacting emotionally helps everyone make better decisions.”
This steady approach not only improves project outcomes but also builds confidence throughout the team.
Learning From Every Challenge
One of Terrance Bradford’s guiding principles is viewing challenges as opportunities for growth.
Every project provides lessons that can improve future planning, communication, and decision-making. By reflecting on both successes and setbacks, construction professionals continue strengthening their ability to solve problems more effectively.
“I’ve learned something from every project I’ve worked on,” Bradford explains. “Those experiences help prepare you for the next challenge.”
Continuous improvement allows professionals to develop greater confidence while improving overall project performance.
Preparation Makes a Difference
While unexpected situations cannot always be avoided, Terrance Bradford Tampa, FL believes preparation significantly reduces their impact.
Careful planning, organized documentation, realistic scheduling, and proactive communication help teams anticipate many common challenges before construction begins.
“The more prepared you are, the more options you have when something unexpected occurs,” Bradford says. “Preparation gives teams flexibility.”
Strong preparation also allows projects to remain focused on long-term objectives instead of reacting to every short-term obstacle.
Building Stronger Construction Teams
Bradford believes problem-solving is ultimately a team effort. Encouraging collaboration and creating an environment where individuals feel comfortable sharing ideas often leads to better solutions.
“No single person has every answer,” he explains. “When people work together and bring different perspectives, they’re able to solve problems more effectively.”
Creating a collaborative culture strengthens not only project outcomes but also long-term professional relationships.
Looking Ahead
As construction projects continue becoming more complex, Terrance Bradford Tampa, FL believes problem-solving will remain one of the industry’s most valuable skills. Professionals who combine preparation, communication, adaptability, and collaboration are better equipped to navigate challenges while delivering successful results.
For Bradford, construction has always been about more than building structures. It is about bringing people together, overcoming obstacles, and continuously finding better ways to serve clients and strengthen communities. By approaching every challenge with a solutions-focused mindset, he believes construction professionals can continue delivering quality work while building trust that lasts well beyond project completion.
To learn more visit: https://terrancebradfordtampa.com
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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
Numerai Completes Third Strategic NMR Buyback, Bringing Total Repurchases to $3.2 Million
San Francisco, CA, July 17th, 2026, Chainwire
Crowdsourced Hedge Fund Completes Third Open-Market Purchase as Contributor Network and Assets Continue to Grow
Numerai, the decentralized hedge fund powered by crowdsourced machine learning, today announced the completion of a third strategic purchase of Numeraire (NMR), acquiring an additional $1.2 million of the token from the open market. The purchase brings Numerai’s total NMR buybacks to $3.2 million within one year.
The buyback reflects Numerai’s continued investment in the staking system that aligns thousands of independent data scientists toward improving the firm’s Stake-Weighted Meta Model, the machine learning model that powers Numerai’s hedge fund. Contributors stake NMR on their models, earning additional NMR when their predictions perform well on future market data and losing it when they do not. The resulting Stake-Weighted Meta Model continues to outperform Numerai’s internal benchmark models, demonstrating the value of aligning incentives with predictive performance.
Since announcing its first strategic buyback in July 2025, Numerai’s network has expanded significantly. Active accounts have more than doubled over the past year, submissions continue to increase, and the platform has introduced new infrastructure including Numerai Skills, Numerai Model Context Protocol (MCP), and Atomic Blockchain Staking, enabling increasingly autonomous participation by AI systems.
The underlying hedge fund has also continued to grow. According to the company, Numerai now manages approximately $700 million in assets, up from approximately $560 million at the end of 2025.
Numeraire is a fixed-supply Ethereum token capped at 11 million NMR. Because tournament rewards and staking incentives are distributed from Numerai’s treasury, the company is replenishing its holdings through open-market purchases. Before this buyback, approximately 3.1 million NMR remained in Numerai’s treasury.
Unlike the previous two announcements, this buyback had already been completed before today’s announcement. As with prior purchases, the transaction was executed on the open market through Coinbase Institutional at or near the bid price over several weeks to minimize market impact.
Past performance is not indicative of future results. This content does not represent an offer to purchase or sell any security or the interests of any account managed by Numerai GP, LLC or its affiliates. Such an offer may only be made to persons who qualify to invest and in jurisdictions in which such an offer is legal.
About Numerai
Numerai is a San Francisco-based hedge fund and data science platform founded in 2015. Through a global competition and open API, thousands of data scientists submit stock market signals that are aggregated into a single Meta Model used to trade global equities. Numeraire (NMR) is used to stake and reward models that improve the fund. Numerai’s mission is to build the world’s last hedge fund through open, competitive machine intelligence.
Contact
Contact Numerai
contact@numer.ai
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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
ether.fi Partners with Nexus Mutual to Protect Against ETH Slashing at Institutional Scale
London, United Kingdom, July 17th, 2026, Chainwire
ether.fi, the leading onchain neobank for digital asset management, has selected Nexus Mutual to provide crypto’s largest-ever ETH Slashing Cover. The cover protects ether.fi‘s validators against up to 15,000 ETH worth of slashing penalties.
As ether.fi continues to see rapid adoption from both retail and institutional audiences, securing industry-leading protection against slashing risk for ether.fi users is critical. Over the last year, ether.fi has been systematically strengthening their stack across infrastructure, risk management, operational security and real-time defense systems.
Since ether.fi operates one of the largest validator sets on Ethereum, slashing is a real tail risk for them. By working with Nexus Mutual, ether.fi has mitigated this with protection that kicks in to secure against validator losses. This cover was calculated to protect ether.fi in even the most extreme scenarios and represents more than all historical losses from ETH slashing combined.
“We’ve always believed the safest protocols will ultimately win. That’s why we’ve invested heavily in audits, operational security, staking architecture, and now the largest insurance program in the industry. We are excited to partner with Nexus Mutual to make this a reality,” said Mike Silagadze, Founder & CEO of ether.fi.
“We’ve known the ether.fi team since before it was ether.fi, and they’ve been focused on risk from day one. Covering their users for up to 15,000 ETH in slashing penalties is a historic step, and we’re proud they chose Nexus Mutual to take it with them,” said Hugh Karp, Founder of Nexus Mutual.
About ether.fi
ether.fi is the leading onchain neobank for digital asset management. With $6B+ in AUM across Cash (crypto card), Stake (restaking), and Liquid (liquid restaking derivatives), ether.fi has established category dominance in crypto neobanking. It’s the rare institutional-grade product built for consumer adoption.
About Nexus Mutual
Nexus Mutual is the first crypto insurance alternative. Since 2019, they have covered more than $7 billion against smart contract hacks, slashing, and other digital asset risks. As the industry leader, they have become a trusted partner for everyone from individuals to institutions to help manage onchain risk.
Contact
Head of Marketing
Phil Johnston
Nexus Mutual
phil@nexusmutual.io
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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