Press Release
Lumino Secure Multi-Party Computing: A New Generation Of Data Security Sharing Solution
The Dilemma Of Digital Economy
The most critical and cardinal element of the digital economy is data. Data is the “oil” of digital economy. Hence, utilizing the “data oil” safely and efficiently is the focal point of global economic digital transformation. On the one hand, the digital economy has entered a high-speed development age. The global digital economy has reached 36.2% of global GDP. It is necessary to open up the “data island” among enterprises and establish an open and shared digital resource environment. On the other hand, the public is paying more and more attention to personal privacy and data security, and regulators have introduced a series of regulations to ensure information security. For example, car companies buy parts back and assemble them into cars, the ownership belongs to the car companies, while parts manufacturers also make it clear that once the parts are sold to factories, the factories have ownership. But the data level is more sensitive. Personal data include the face, voice, name, height and other sensitive personal privacy specifics. How to define the ownership of the data between these parties? At present, there are no clear legal provisions, nor the industry has clear answers. In foreign practice, the EU has made very strict data protection regulations, but the entire EU data information technology industry lags behind China and the United States.
Because data protection is too strict, data from different sources do not interact, data is not open and can not interact to generate value and to improve the efficiency of the economy as a whole. The EU is not a good example, because it does not balance the relationship between data privacy protection and the development of the data industry.
Privacy protection and data security need multi-party promotion
Facing the dilemma of data security and sharing, the “available and invisible” secure multi-party computing provides us with an innovative solution.
Secure multi-party computing is a calculation process performed by multiple participants. Multi-party computing technology includes inadvertent transmission, secret sharing and confusing circuit. Multi-party computing has the advantage of high confidentiality and maneuverability, and each party has absolute control over the data it owns. Secure multi-party computing can be applied to networks where participants are not trusted. Participants can know the agreed results of collaborative computation, but they can’t get or deduce the original contents of the data. The flow of data and the collaborative analysis are of great value in all industries, and have brought about a lot of application demands. There are two main scenarios in the market:
1) Data security query
In the big data age, the data that the enterprise holds itself often cannot satisfy the demand of business analysis, many enterprises will purchase the external data to expand the data source. When an enterprise uses an external database to query, it faces the risk of divulging the query condition information. MPC technology helps enterprises to set up a secure query to obtain more external data under the condition of ensuring their own data security, thereby deepening the digital transformation and making better use of big data technology to optimize business.
2) Data joint analysis
Joint analysis often faces two headwinds. On one hand, it is illegal to trade personal privacy information. On the other hand, data sharing makes data-holding companies lose their competitive edge. MPC technology, through inadvertently querying, makes the data not public, the query object not exposed, and the results can be correctly given feedback for, which has an important application in the financial risk control business.
Lumino: new ideas for secure multi-party computing
Lumino is a large-scale activity that uses secure multi-party computing protocols to generate zero knowledge proof system public reference string (CRS) in a de-trust manner, and it is a prerequisite and an important step for deploying and using privacy-related applications in a decentralized ecosystem. The activity now focuses on the PLONK algorithm. As a practical and efficient zk-SNARK algorithm, PLONK is often used in blockchain projects and communities, which is characterized by only one-time initialization process, i. e. running once, it can be used to support a variety of underlying circuit logic and multi-class application deployment.
Lumino’s vision, from the start, was to link the world’s cryptographic geeks to become co-creators and witnesses of privacy computing infrastructure, not just an event but a ritual. We changed the method of centralizing system parameters into a distributed one. For a truly community-based and open-source blockchain ecosystem, each of which is the most critical link, and each participant who joins makes the bottom one safer, which would be a ceremonial collective wisdom.
Lumino is the cornerstone of subsequent de-centering privacy protection applications based on zero-knowledge proof, and the subsequent de-centralization applications will be safer only if the activity is safely completed.
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
Long Lake Camp for the Arts Leads the Way in Digital Detox for Teens Through Immersive Fine Arts and Music
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A Creative Summer Without Screens Helps Teens Rebuild Confidence, Friendships, and Emotional Well-Being in 2026.
Dobbs Ferry, NY, 6th February 2026, ZEX PR WIRE, Many families worry about how much time teens spend on screens, especially during the summer months when school routines disappear, and social media fills the gap. Long Lake Camp for the Arts offers a powerful alternative in 2026 by creating a space where teens step away from constant phone use and reconnect through creativity, friendship, and real-world community.
As concerns about teen stress, isolation, and digital overload continue to rise, parents increasingly seek environments that support emotional well-being through meaningful experiences. Long Lake Camp for the Arts helps teens unplug from daily distractions and immerse themselves in music, theater, fine arts, and collaborative creative programs that encourage confidence and connection.
Located in the Adirondacks at 83 Long Lake Camp Way, Long Lake, NY 12847, Long Lake Camp for the Arts provides a summer setting where teens focus on making, performing, and building friendships instead of scrolling. Families also connect year-round through the camp’s winter office at 199 Washington Avenue, Dobbs Ferry, NY 10522, close to the largest enrollment area surrounding New York City.
Campers enjoy a unique experience built around 100% self-choice, with expert guidance and care from experienced staff. Teens design their own creative journey each day, whether they want to explore theater, join music programs, develop visual art skills, or collaborate with peers in group performances and showcases. The camp welcomes both beginners and experienced artists, and no audition is needed to join.
“Our goal is simple,” said a Long Lake Camp for the Arts representative. “We want teens to feel confident, supported, and fully present. When they step away from phones and into a creative community, they discover how strong and capable they really are.”
Long Lake Camp for the Arts offers both three-week and six-week sessions for Summer 2026, giving families flexible options while providing teens enough time to build lasting friendships and meaningful growth.
3-Week Sessions ($7,600)
June 28 to July 19, 2026
July 20 to August 9, 2026
August 10 to August 30, 2026
6-Week Sessions ($14,200)
June 28 to August 19, 2026
July 20 to August 30, 2026
Through immersive creative programs, teens engage in daily rehearsals, group projects, mentorship, and performances that strengthen self-esteem and reduce the emotional strain that often comes with constant online comparison.
Families searching for a summer experience that balances creativity, independence, and mental wellness continue to choose Long Lake Camp for the Arts as a trusted destination for personal growth and lifelong memories.
To learn more, request a brochure or explore enrollment options for Summer 2026 at Long Lake Camp for the Arts.
About Long Lake Camp for the Arts
Long Lake Camp for the Arts is a renowned summer sleepaway camp in New York that gives teens and children the freedom to explore the performing arts, fine arts, and music in a supportive and inspiring environment. Located in the Adirondacks, the camp offers a unique blend of theater, musical performances, visual arts, and creative enrichment alongside outdoor fun and lifelong friendships.
Campers enjoy 100% self-choice programming with expert guidance, allowing each teen to build confidence, develop skills, and thrive as part of a warm, creative community. Long Lake Camp for the Arts welcomes both beginners and experienced artists, with no audition needed to join.
For Summer 2026, the camp offers three-week and six-week sessions designed to provide meaningful growth, connection, and unforgettable creative experiences.
Contact Information:
Address: 199 Washington Avenue, Dobbs Ferry, NY 10522
Website: https://www.longlakecamp.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.
Press Release
Tamar Toledano Weighs In on the “SaaSpocalypse” as AI Agents Shake the Software Industry
Canton, Michigan, 6th February 2026, ZEX PR WIRE, Tamar Toledano, a Silicon Valley-based technology consultant and investor known for guiding companies through major technology shifts, is urging business leaders to slow down and think clearly amid what markets are now calling the “SaaSpocalypse.” The term emerged after Anthropic released its Claude Cowork plugins on January 30, 2026, a launch that sent shockwaves through public markets and erased an estimated $285 billion in value across software and enterprise technology stocks.
The source of the panic is not hype alone. Anthropic introduced 11 open-source Cowork plugins that allow Claude to complete complex, end-to-end workflows autonomously. These include legal document analysis, financial modelling, CRM management, sales operations, and large-scale data analysis. Tasks that once required entire SaaS platforms, implementation teams, and long onboarding cycles can now be handled by an AI agent operating across tools with minimal human input.
For investors and executives alike, the implications felt immediate. Shares of companies long considered untouchable pillars of enterprise software faced intense pressure as fears grew that AI agents could bypass traditional SaaS interfaces altogether. The concern is not that software will disappear overnight, but that the value stack is shifting faster than expected.
According to Tamar Toledano, the market reaction reflects fear of structural change rather than a sudden collapse of fundamentals. “What we are seeing is not the end of SaaS,” she explains. “It is the end of SaaS as we have known it for the last twenty years. That distinction matters.”
Toledano points out that Cowork plugins challenge a core assumption of enterprise software: that users must adapt to rigid platforms. AI agents invert that relationship. Instead of humans learning systems, the system learns the human’s intent and executes tasks across environments. This raises hard questions for companies built around seat licenses, dashboards, and long-term contracts.
She notes that legal teams reviewing contracts, finance teams building models, or sales teams updating CRMs may no longer need separate tools for each function. An AI agent can orchestrate these tasks end to end, reducing friction and cost. That efficiency is precisely what investors fear will compress margins across the software sector.
Still, Toledano cautions against equating disruption with destruction. “Every major platform shift creates panic before it creates clarity,” she says. “Cloud computing, mobile, and open-source software all triggered similar reactions. The winners were not those who denied the shift, but those who adapted early.”
From her perspective, SaaS companies are at a crossroads. Tools that rely solely on being a system of record are most exposed. In contrast, platforms that own proprietary data, regulatory trust, or deeply embedded workflows still have leverage. The question is whether those companies can reposition themselves as AI-native infrastructure rather than static software vendors.
Toledano also emphasizes the significance of Cowork plugins being open source. This lowers barriers to entry and accelerates experimentation. Startups can now build highly specialized agents without recreating full platforms. For incumbents, that means competition may come from unexpected places, not just well-funded rivals.
For enterprise buyers, the moment presents opportunity alongside risk. AI agents promise speed and cost savings, but they also introduce governance, security, and accountability challenges. “Autonomy without oversight is not innovation,” Toledano warns. “Enterprises still need frameworks for trust, compliance, and decision ownership.”
She believes the next phase of the market will reward companies that combine AI agents with strong operational guardrails. Rather than replacing humans, successful implementations will elevate teams by removing repetitive work and improving decision quality.
As markets digest the shock, Toledano expects volatility to continue. However, she views the so-called SaaSpocalypse as a reset. “This is a reallocation of value, not its disappearance,” she says. “Capital will flow toward companies that understand how AI agents reshape workflows, pricing models, and customer relationships.”
For leaders navigating this moment, her advice is direct. Do not chase headlines or retreat into denial. Assess where AI can genuinely replace friction, where human judgment remains essential, and how business models must evolve. “The future belongs to organizations that design for intelligence, not just software,” Toledano concludes.
To learn more visit: https://tamartoledano.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.
Press Release
Strategic Stewardship: Lisa Doverspike on Financial Leadership in Digital Infrastructure
Canton, Michigan, 6th February 2026, ZEX PR WIRE, As digital infrastructure continues to expand, the difference between organizations that endure and those that overextend is rarely about scale alone. More often, it comes down to financial stewardship — the discipline behind how growth is structured, paced, and sustained.
The infrastructure landscape is capital-intensive and unforgiving. Demand is strong, pressure to expand is constant, and mistakes are expensive. Growth pursued without structural discipline quickly becomes a liability. Navigating this environment requires leadership that understands not only capital markets, but how financial decisions translate into operational durability.
Lisa Doverspike brings that perspective to her work as a chief financial leader overseeing complex, infrastructure-heavy operations.
Where Capital Strategy Meets Operations
Lisa Doverspike does not approach financial leadership through a short-term lens. While quarterly performance matters, her focus is shaped by more than 30 years working in strategic transactions, portfolio growth, and long-term capital planning.
Her experience spans operating businesses and investment environments, giving her a practical understanding of how capital structure, liquidity, and governance decisions affect organizations over time. That background informs a leadership style grounded in patience, resilience, and adaptability — qualities that matter deeply in infrastructure-driven businesses.
Rather than chasing growth for its own sake, she emphasizes:
• Patient capital structured to support long operating horizons
• Asset resilience, treating infrastructure as a business system rather than a technical asset
• Strategic agility that preserves flexibility as markets evolve
Managing Scale Without Compromising Stability
Scaling infrastructure requires more than accounting expertise. It requires foresight — an understanding of how financial decisions today constrain or enable options years down the line.
Growth is guided by disciplined underwriting, conservative leverage, and an emphasis on flexibility. Projects are evaluated not only for immediate returns, but for performance under stress and impact on the broader balance sheet.
A Multi-Disciplinary Leadership Lens
Effective financial leadership in complex environments requires more than technical fluency. Doverspike’s academic background combines formal training in taxation and capital strategy with deep study of organizational dynamics.
This allows her to navigate sophisticated financial structures while remaining attentive to the human systems that execute them. Teams, incentives, and accountability all influence whether strategy succeeds in practice.
Perspective Beyond the Boardroom
Lisa Doverspike’s approach to risk, patience, and judgment is reinforced outside of work as well.
A long-standing interest in history and genealogy reflects an appreciation for continuity and legacy. Her family’s roots trace back to the Mayflower, reinforcing a respect for long-term stewardship and the responsibility that comes with carrying something forward across generations.
In professional terms, this perspective translates into building systems meant to last — not simply to perform in favorable conditions.
Conclusion
As digital infrastructure grows more complex and capital requirements increase, success depends on leaders who balance growth with restraint and opportunity with discipline.
Doverspike’s work reflects a belief that financial leadership is itself a form of infrastructure — largely unseen, but essential. When capital is structured thoughtfully and governed with clarity, organizations gain stability, flexibility, and endurance.
To learn more visit: https://lisa-doverspike.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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