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Lumino Secure Multi-Party Computing: A New Generation Of Data Security Sharing Solution

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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.

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Carziqo Brings A-DS Autonomous Delivery to San Francisco During Future Mobility Festival

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  • The company reports rising delivery demand as it positions autonomous logistics as a response to growing operating costs and the need for more efficient urban services.

SAN FRANCISCO, CA, Oct 03, 2026, ZEX PR WIRE — Carziqo says its A-DS autonomous delivery vehicles have begun operating in San Francisco, extending the company’s delivery business during the Carziqo Future Mobility Festival. The development comes as the company reports continued growth in delivery orders across its supported operations and sees increasing opportunities for autonomous technology in the movement of goods.

The San Francisco operation brings a practical focus to the October celebration: how intelligent mobility can support the everyday needs of businesses and consumers. For Carziqo, autonomous delivery represents an opportunity to connect its vehicle technology with a service whose value depends on consistency, convenience and careful management of operating costs.

The company’s recent announcements have emphasized rising A-DS order volumes and the importance of matching delivery demand with available fleet capacity. Carziqo says its priority is to translate that growth into better vehicle utilization and a more dependable service as the business develops.

The economic backdrop gives that objective particular relevance. According to the U.S. Bureau of Labor Statistics, compensation costs for private industry workers rose 3.3 percent in the year ending June 2026, including a 3.1 percent increase in wages and salaries. Although these figures cover private industry broadly, they provide context for the cost pressures businesses face when planning labor-intensive services.

For delivery operators, handling additional orders involves more than adding vehicles. It requires coordinating routes, staffing, vehicle availability and the time needed to complete each task. Higher demand creates a commercial opportunity, but the ability to serve that demand efficiently determines how much value the additional activity can generate.

Carziqo’s approach centers on reducing the manual driving requirements of supported delivery journeys while maintaining human involvement in fleet supervision, maintenance, customer support and situations requiring direct intervention. The company describes this division of responsibilities as a way to organize delivery work more efficiently as volumes increase.

That distinction is central to the business case for autonomous delivery. Automation can change how resources are allocated, but its usefulness depends on the performance of the wider service. A vehicle must be available when needed, assigned a suitable route and supported throughout its operating cycle.

Carziqo describes the A-DS platform as combining automated driving with route planning, connected vehicle monitoring and centralized operational support. Its fleet systems are designed to bring together information about vehicle condition, delivery progress, charging requirements and maintenance needs, helping teams coordinate the vehicles as a network.

For San Francisco, the significance of the deployment lies in applying that approach to local delivery needs. The commercial opportunity will depend on how effectively available capacity meets demand and how consistently the service performs within its operating scope. Those practical considerations give the expansion a business focus beyond the introduction of another autonomous vehicle model.

Carziqo has previously described a phased approach to A-DS deployment, with attention to route suitability, operational stability and service consistency. Experience gathered from its delivery operations is intended to inform improvements in dispatching, maintenance planning and future deployment decisions.

The Carziqo Future Mobility Festival places these developments within the company’s broader ambition to make intelligent transportation relevant to daily life. Held throughout October, the festival centers on greener mobility, connected services and the practical use of technology to improve how people and goods move through cities.

Autonomous delivery gives that theme an everyday point of connection. Behind each delivery is a person waiting for an item or a business fulfilling a customer’s request. The value of the technology ultimately rests on whether it can help complete those tasks reliably and make the service easier to manage.

The festival also provides an occasion to recognize the community supporting Carziqo’s development. In a separate A-DS announcement, the company introduced an additional Wednesday Performance Reward for eligible A-DS rental users, with amounts, claiming arrangements and eligibility governed by the terms published on its platform.

As the company develops its delivery business, its stated priorities include closer coordination between demand and vehicle deployment, management of operating costs and continued improvement of the service experience.

The San Francisco operation adds a new chapter to that effort during the Future Mobility Festival. With A-DS, Carziqo is positioning autonomous delivery as a practical part of its longer-term mobility ambitions—one whose progress will be measured through the everyday work of moving goods and serving customers.

For company information and official updates, visit www.carziqo.com.

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Brian Baldari on the Difference Between a Mentor and a Sponsor, and Why It Decides Promotions

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  • ResilExec® Coaching founder Brian Baldari, Pharm.D., MBA, on why senior leaders who have plenty of advice and no advocacy stall at the same level for years.

BRICK, N.J., Oct 03, 2026, ZEX PR WIRE — Most senior professionals have someone they go to for advice. Far fewer have someone who argues for them in a room they are not in. According to Brian Baldari, Pharm.D., MBA, founder of ResilExec® Coaching, that distinction accounts for a large share of stalled advancement among otherwise strong performers.

Baldari spent 24 years inside pharmaceutical, healthcare, and enterprise leadership organizations. He held five successive Director-level roles, moved from Director to Vice President and Senior General Manager in 18 months, and led the commercial launch of 14 brands. He now works with Associate Directors, Directors, Senior Directors, Executive Directors, and Vice Presidents inside pharmaceutical, healthcare, and enterprise IT organizations.

“A mentor talks to you. A sponsor talks about you,” Baldari says. “One of those changes your calendar. The other changes your title.”

Advice Is Not Advocacy

Mentorship is widely available and widely encouraged. Many organizations run formal programs for it. A mentor offers perspective, context, and guidance, and that guidance has real value early in a career when the primary gap is knowledge.

Sponsorship operates differently. A sponsor spends their own credibility on someone else. They put a name forward on a succession slate, defend a candidate during calibration, and accept the consequences if the bet does not pay off. That is a materially different act, and it is not something an organization can mandate.

“Leaders collect mentors because mentors are easy to ask for,” Baldari says. “Nobody feels awkward requesting advice. Asking someone to spend their reputation on you is a different conversation, and most people never have it.”

Where the Gap Shows Up

The gap becomes visible at the point where advancement decisions are made collectively. Calibration sessions and succession discussions involve people across multiple functions, many of whom have no direct experience of a given candidate’s work. In those rooms, a candidate is represented by whoever chooses to speak.

“If nobody in that room can describe what you do at enterprise scale, you are not in the conversation, regardless of your review,” Baldari says. “The decision is not made on the strength of your record. It is made on the strength of the description someone else gives of it.”

Baldari notes that this is where strong performers are most often surprised. Their performance ratings are high, their manager is supportive, and the outcome still does not change, because the people who influenced the decision were never engaged.

Sponsorship as a Variable

Sponsorship is one of five variables in Baldari’s Promotion Math™ framework, alongside Performance, Visibility, Narrative, and Timing. In his assessment, strong performers optimize the first variable and leave the remaining four unattended, then attribute the result to politics.

“Performance gets you noticed. Positioning gets you promoted,” Baldari says. “Sponsorship is the variable people find hardest to work on, because it requires asking for something rather than producing something.”

What Changes the Outcome

Baldari advises leaders to identify the specific individuals who will participate in the decisions that affect them, then assess honestly whether those individuals could describe their contribution without prompting. In most cases the answer is no, and that is the actionable finding.

From there the work is practical rather than social. It involves delivering value to those individuals rather than checking in with them, framing results at enterprise level rather than functional level, and showing up in forums where that work is visible to people beyond a direct reporting line.

“You do not recruit a sponsor by asking them to be one,” Baldari says. “You give them something worth putting their name next to, and you make sure they understand what it was.”

About Brian Baldari

Brian Baldari, Pharm.D., MBA, based in Brick, New Jersey, is the founder of ResilExec® Coaching and Resilient Performance Group LLC. He spent 24 years inside pharmaceutical, healthcare, and enterprise leadership organizations, held five successive Director-level roles, and advanced from Director to Vice President and Senior General Manager in 18 months. He led the commercial launch of 14 brands across rare and chronic disease categories, led an organization of more than 250 people, and has mentored more than 50 leaders across three continents. Through ResilExec Coaching, he helps Associate Directors, Directors, Senior Directors, Executive Directors, and Vice Presidents accelerate career growth through personalized executive coaching, leadership development, and strategic career positioning.

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Resilient Performance Group LLC

https://resilexec.com

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Timothy Caraboolad Publishes a Buyer’s Checklist for New-Build Condos in South Florida

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  • Real estate developer Timothy Caraboolad is releasing a set of questions first-time buyers should ask before putting money down on a new-build apartment in South Florida.

A market full of new buildings, and a lot of first-time buyers

Florida, USA, Oct 03, 2026, ZEX PR WIRE — South Florida has no shortage of new construction. Buildings go up fast, sales offices open before the concrete cures, and renderings promise more than any buyer can verify in a single walkthrough.

Timothy Caraboolad, a real estate developer and designer based in Palm Beach, Florida, has spent years on the other side of that process, building high-end custom homes through his firm Lad Design. He says the buyers who end up happiest are the ones who ask harder questions earlier, not the ones who fall for the best rendering.

“A sales gallery is designed to sell you a feeling,” he says. “Your job as a buyer is to slow that down and ask what you’re actually getting for the price.”

What to check before signing anything

Caraboolad points first-time buyers toward a few areas that matter more than finishes.

Construction quality behind the walls. Countertops and cabinetry are easy to judge. What is inside the walls is not. Caraboolad suggests asking who the general contractor is, how long they have built in the area, and whether the building uses concrete or wood-frame construction, since that affects sound, insurance, and long-term durability in a hurricane-prone region.

HOA fees and what they actually cover. New buildings often advertise low fees at launch that rise once amenities open and reserves get funded. “Ask for the projected budget once the building is fully occupied, not just the introductory number,” Caraboolad says. He recommends buyers ask specifically what percentage of the fee goes into reserves, since that determines whether the building can pay for a roof or a seawall repair without a special assessment.

Storm readiness. In South Florida, this is not optional. Buyers should ask about impact windows, generator backup for elevators and common areas, and flood elevation. Caraboolad says a building’s flood zone designation should be requested in writing, not estimated by a sales agent.

Parking and storage, spelled out. Some buildings sell parking as a deeded asset. Others assign it and can reassign it later. Caraboolad says this distinction matters more than most buyers realize until after closing.

Developer track record. A new building has no resale history to check. Caraboolad suggests buyers look at other projects the same developer has completed, not just renderings of the one being sold, and ask how those buildings have held up.

Timing the purchase

For pre-construction units, Caraboolad says the biggest risk is not price, it is timeline. Delays are common, and buyers should understand what happens to their deposit if the closing date slips.

“Get the outside date for completion in writing,” he says. “And ask what your options are if that date passes.”

He also encourages buyers to walk a finished unit in the same building, or a comparable one from the same developer, before relying on a model unit that may use upgraded finishes not included in the base price.

Why this matters for first-time buyers specifically

Caraboolad says first-time buyers face a particular disadvantage: they often do not know which questions are normal to ask, so they accept vague answers.

“An experienced buyer will push back on a soft answer about HOA reserves or insurance history,” he says. “A first-time buyer might just assume that’s how it works. It isn’t. You’re allowed to ask for documentation before you commit.”

His broader point is that a new building can be a strong investment in South Florida, but only when the buyer treats the sales process the same way a developer would: checking budgets, checking materials, and checking the people building it, before checking the view.

About Timothy Caraboolad

Timothy Caraboolad is an entrepreneur, real estate developer, and designer based in Palm Beach, Florida. He is the founder of Lad Design, a South Florida firm building high-end custom homes, and previously founded Arc Design, a luxury residential development and design firm in the Boston area. He holds a Bachelor’s Degree in International Business from Rollins College.

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