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Platon Aims To Become The Public Infrastructute Of Privacy Computing To Open Up Business Prospects For The Crypto Space

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5 years ago

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In the Information Age, Data Becomes a New Factor of Productivity

In economics, factors of production, also known as production inputs, are essential resources for the production of goods and services. In his epochal work “Principles of Economics”, famous British economist Marshall put forward the theory of four factors of production — land, labor, capital and entrepreneurial talent. National income (NI) is the reward of four factors, and that is, national income (NI) = labor wage (w) + land rent (r) + capital interest (i) + operating profit (π). This “four-in-one formula” sums up the core of western economic production theory and distribution theory, which has been widely accepted for more than a century.

However, factors of production are a historical category that evolves with the development of economy and society. The birth and development of the Internet has changed the mode of production, life and consumption, and it promoted many important and profound changes, and played an increasingly important role in economic development, social life and national governance. The full exploitation and effective utilization of all kinds of data has raised production efficiency to an unprecedented level. Data has become an indispensable factor in economic activities and a new generation of production factors after land, energy, population and food.

Table – Production Factors at Different Stages

Privacy Brings Data Dilemma and MPC Realizes Data Collaborative Computing

Nowadays, people have already extended their social activities to the network space. Every day, people contribute data continuously to the network space. A large amount of data is collected, calculated, analyzed, excavated and this goes beyond the original data level of information value.

However, because of the plain text nature of the data, the owner loses ownership of the data once the data is granted to others for use. Therefore, to ensure the privacy protection of data, a huge amount of data managed by enterprises cannot be exchanged and co-calculated with the data held by other enterprises, which is why a large number of data cannot generate value.

The emergence of privacy computing ends this dilemma. Yao Qizhi, a member of the Chinese National Academy of Sciences, proposed secure multi-party computing (MPC) in 1982. In a nutshell, participants have to enter information to calculate an agreed function. In addition to the accuracy of the calculations, they must also protect the privacy of each participant’s input data. Specifically, there are now n participants, each of whom, xi, is aware of the xi they entered, who together calculate a pre-agreed function f (x1 ,…, xn) = y. In this way, all participants will get the final y value, but they will not be able to know the specific data entered by the other participants. Thus, with local data not aggregated and privacy not divulged, each party can still achieve a common desired result by performing the operations of the given logic.

Privacy computing opens up huge business prospects for the digital world (Crypto Space)

Bitcoin’s pioneering combination of virtual currencies and peer-to-peer payment systems open the door to decentralization. With the introduction of intelligent contract function, Ethernet has greatly improved the scalability of blockchain, and all kinds of applications can be deployed on blockchain. Because of these characteristics, early public blockchain networks such as Bitcoin and Ethernet have been developed, attracting a large number of blockchain and encryption enthusiasts in the world, and many traditional institutions have been entering the area of blockchain, exploring various possibilities of decentralization.

The combination of privacy computing and blockchain is expected to put data ownership back in the hands of data producers, meaning that vast amounts of data can be counted without affecting privacy and ownership, so that the owners can profit and data can burst out with greater value. Therefore, the blockchain project based on privacy calculation is naturally suitable for the commercial practice in the fields of financial, medical, scientific research, government affairs, and logistics and so on.

“Operator” PlatON network for blockchain data

PlatON, the representative project of the combination of privacy computing and blockchain currently, is based on the basic attribute of blockchain and is supported by privacy computing network, and provides the next generation Internet infrastructure protocol with the core characteristics of “computing interoperation”. PlatON’s vision is to become the public infrastructure for privacy computing of the next generation, publishing privacy computing algorithms through contracts, and implementing MPC protocols with data providers and computing nodes for privacy protection requirements, so as to realize cooperative computing of data. PlatON, designed to price data flows, is all about computing and data, which is the most fundamental part of future human production. PlatON can achieve large-scale application landing and commercial scenario implementation:

For example:

I. Build a wider credit collection network. The public chain that provides private computing can provide user with customizable computing logic template and multi-party access mode, and in the case that the access party’s data does not need to be collected and shared, only the credit inquiry results are output to the demander, and the original data can be encrypted and stored in the blockchain system to meet all kinds of audit needs.

II. Supply chain financial infrastructure. The public chain of private computing is based on blockchain technology and cryptography algorithm, which can provide a platform solution for supply chain finance to digitally identify, process and transfer assets. Construct a new financial financing model of supply chain in which the information of the upstream and downstream enterprises can be shared symmetrically, the credit value of the core enterprises can be transmitted, the business tickets can be split and the risk can be controlled, and provide convenient data traceability for the supervision and enhance the service efficiency of the industry as a whole.

To build the public infrastructure for the digital age, PlatON continuously optimizes technology, iterates the underlying infrastructure, and breaks through the “impossible triangle” in terms of performance. “Impossible triangle” means that it is difficult to achieve both a good “decentralization” and a good “security” of the system in a blockchain and a high “transaction processing performance” at the same time. The most well-known blockchain projects in the industry are Bitcoin, Ethernet, and EOS. At present, using native Token transfer performance test method and EOS under the same testing conditions, PlatON has achieved a comprehensive performance leader in the quasi-real environment, and will continue to focus on the data field and accelerate the construction of data market.

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Alex Jacob

Alex Jacob is a literature author. He was born in Chicago. Alex passion is writing news articles. He writes number of articles and published it.

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Press Release

The New Architecture of Resilience: Why Ecosystem Design is the Secret to MENA’s Post-Conflict Recovery

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10 hours ago

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February 17, 2026

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Doha, Qatar, 17th February 2026, ZEX PR WIRE– As the curtains fall on Web Summit Qatar 2026, a new narrative is emerging from the Middle East—one that replaces the image of “fragility” with one of “high-capacity innovation.” At the center of this shift is EmpactUS, a venture-building ecosystem that is rewriting the playbook for post-conflict recovery. Led by social impact entrepreneur Hammam Elmasri, the organization is championing a systemic approach to economic stabilization that prioritizes digital capacity over traditional humanitarian aid.

The core thesis presented by EmpactUS is simple yet provocative: In the modern era, the most durable form of reconstruction isn’t physical infrastructure—it is the creation of self-sustaining, tech-enabled entrepreneurship ecosystems.

The Failure of the “Aid-Only” Paradigm

For decades, the global response to conflict in the MENA region—from Palestine and Lebanon to Syria and Iraq—has been dominated by a “humanitarian-first” model. While essential for immediate survival, these short-term employment programs and aid cycles often leave communities in a state of “permanent fragility.”

“Recovery is not just about reconstruction; it is about restoring economic dignity,” says Hammam Elmasri, Co-Founder of EmpactUS. “We see young populations in these regions who are already digitally native, highly skilled, and profoundly entrepreneurial. They don’t lack talent; they lack the systems that translate that talent into global market value. If we don’t build those systems, we are simply managing poverty rather than solving it.”

The EmpactUS Framework: Three Pillars of Systemic Change

During his engagement with global tech leaders in Doha, Elmasri outlined the EmpactUS Model, a three-pillared strategy designed to act as “Stabilization Infrastructure” in volatile markets:

  1. Capacity First (Market-Aligned Skill Building)

Traditional education in conflict zones often lags behind global trends. EmpactUS focuses on high-intensity skill-building in the digital and service sectors—industries that are “geography-blind” and can operate even when local physical infrastructure is compromised. By aligning local talent with global market demands, they ensure that the workforce is resilient to local shocks.

  1. Ecosystem Integration (Breaking Geographical Isolation)

Conflict-affected founders often operate in silos, cut off from the capital and mentorship that their counterparts in Silicon Valley or Berlin take for granted. EmpactUS acts as a bridge, connecting MENA startups to global technology platforms, institutional investors, and corporate partners. “Global integration is not a luxury,” Elmasri explains. “It is a recovery multiplier that shortens learning curves and builds international credibility for founders who would otherwise be invisible.”

  1. Values-Driven Entrepreneurship (The Trust Currency)

In fragile environments, trust is the most valuable currency. EmpactUS mentors founders to prioritize governance integrity and long-term community impact over “blitz-scaling” or short-term speculative gains. This focus on sustainable growth creates businesses that act as anchors for local economic circulation and community resilience.

Startups as Engines of Peace

The broader implication of the EmpactUS model is that startups in conflict zones serve a dual purpose. Beyond generating revenue, they function as platforms for rebuilding social trust. They provide the “Digital Infrastructure” necessary for a society to transition from a state of crisis to a state of innovation.

“We are seeing founders building fintech solutions under sanctions and edtech platforms amid school disruptions,” Elmasri noted at Web Summit. “These are not just businesses; they are evidence of a new recovery narrative. When we support them through coherent systems, we shift the focus from aid dependency to economic agency.”

A Call to Global Tech Leaders

As EmpactUS scales its operations across the MENA region, the message to the global tech community is clear: The next frontier of innovation may well be in the places we least expect. By investing in “Ecosystem Design,” global partners aren’t just performing corporate social responsibility—they are participating in the creation of a more stable, integrated, and prosperous global economy.

For Hammam Elmasri and the EmpactUS team, the mission remains unwavering. Post-conflict recovery is no longer about looking back at what was lost; it is about designing a future that is stronger, more inclusive, and driven by the limitless capacity of human ingenuity.

About EmpactUS

EmpactUS is a social impact organization dedicated to building value-driven startup ecosystems in conflict-affected and underserved regions. By bridging the gap between local talent and global innovation flows, EmpactUS empowers a new generation of entrepreneurs to lead the way in regional stabilization and economic growth.

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Stellora.AI Launches Quantum-Accelerated “AI for Humanity” Initiative Following Web Summit Qatar 2026

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11 hours ago

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February 17, 2026

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Doha, Qatar, 17th February 2026, ZEX PR WIRE– Stellora.AI, a deep-tech leader specializing in agentic intelligent infrastructure, announced a strategic pivot toward Quantum-Bio Research following its high-impact showcase at Web Summit Qatar. The company, which successfully demonstrated its proprietary Agentic Multilayer RAG (Retrieval-Augmented Generation) and Quantum Flow framework during the summit, is now inviting global research institutes and impact investors to join its mission to solve humanity’s most pressing medical challenges.

Bridging the Gap Between Logic and Life

While Web Summit Qatar 2026 emphasized the commercial potential of AI, Stellora.AI used the global stage to highlight a more urgent application: the use of Quantum Processing Units (QPUs) to accelerate breakthroughs in healthcare. The company’s “Sovereignty First” architecture is now being optimized for:

  • Molecular Simulation & Drug Discovery: Using quantum circuits to model complex chemical interactions that classical computers cannot process.
  • Precision Medicine: Leveraging agentic AI to cross-check billions of data points for personalized treatment in fields such as oncology, neurology, and other medical disciplines.
  • Longevity Research: Deploying self-tuning AI swarms to identify patterns in biological aging and disease modeling.

“Stellora.AI was never built just for technology—it was built for humanity,” said Michal Charvát, Founder of Stellora.AI. “We have the production-ready systems and the real-world quantum test results. Now, we are looking for the partners who have the heart to help us scale this vision to research hospitals and scientific labs worldwide.”

The Technical Edge: Agentic Orchestration

Unlike standard AI models, Stellora’s Multilayer RAG engine utilizes a “swarm” of specialized agents that iteratively validate outputs, ensuring 100% accuracy—a non-negotiable requirement for medical research and drug formulation. By integrating this with Quantum Flow, Stellora.AI can generate and troubleshoot quantum code on live hardware (such as IBM Quantum or AWS Braket), effectively bridging the “computation gap” in modern science.

A Call for Strategic Partnership

Recognizing that the path to curing serious diseases requires massive computational and financial resources, Stellora.AI is officially opening its doors to Impact Investors and Venture Capitalists.The company seeks to expand its R&D team and make its quantum-accelerated tools accessible to non-profit research institutes that share their “Humanity First” ethos.

Looking beyond Earth, Stellora.AI also teased its long-term ambition: providing the intelligent computational backbone required for human expansion into the cosmos, ensuring that human health and data sovereignty remain protected as we move toward a multi-planetary future.

About Stellora.AI

Stellora.AI (formerly LunaPro.AI) is an EU-born, multilayer RAG engine designed for speed, precision, and trust. By combining agentic AI orchestration with quantum-capable flows, Stellora.AI provides hallucination-free intelligence for high-stakes industries, including Healthcare, Deep-Tech, and Space Exploration.

Website: https://stellora.ai/

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Press Release

Gauteng Truck Sales Reinforces Its Role in Providing Reliable Commercial Trucks for Gauteng’s Business Community

Published

14 hours ago

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February 17, 2026

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Gauteng Truck Sales has reaffirmed its role as a dedicated provider of commercial trucks in one of South Africa’s busiest logistics and industrial hubs

Randvaal Meyerton, Gauteng, South Africa, 17th Feb 2026 – Gauteng Truck Sales has reaffirmed its role as a dedicated provider of commercial trucks in one of South Africa’s busiest logistics and industrial hubs, with a growing inventory designed to support businesses that depend on dependable transport assets. Situated in Gauteng, the company focuses on making trucks for sale in the province easier to find, evaluate, and put to work, particularly for operators who prioritise reliability and functionality in demanding operating environments.

Supporting Gauteng’s Transport and Logistics Backbone

Gauteng remains the economic centre of South Africa, with road transport playing a central role in moving goods between industrial areas, distribution centres, and neighbouring provinces. The availability of suitable trucks in the region directly affects the efficiency of sectors such as construction, manufacturing, agriculture, retail distribution, and public services.​

Within this environment, Gauteng Truck Sales operates as a focused truck dealership, supplying commercial vehicles that align with the day-to-day realities of local businesses. The company’s presence in the province contributes to a broader ecosystem of truck dealers and providers that collectively support thousands of businesses reliant on road-based logistics.

Range of Trucks Aligned to Practical Work Requirements

Gauteng Truck Sales offers access to a range of commercial vehicles suited to different operational needs, including applications such as goods distribution, construction support, and specialised services. Inventory includes workhorse categories commonly required by fleet owners and small operators alike, such as water tankers, flatdeck trucks, and material-handling units like forklifts.

By concentrating on commercial vehicles rather than passenger cars, the dealership positions itself within a specialised segment where uptime, payload, and configuration suitability carry more weight than lifestyle or status considerations. This orientation aligns with the requirements of businesses looking for trucks that can integrate into existing fleets and perform reliably under intensive daily use.

Focus on Quality and Reliability

Trucks in Gauteng typically operate under high utilisation, often covering long distances or working extended hours on sites and urban routes. For this reason, reliability remains a key concern for operators who cannot afford frequent breakdowns or unplanned downtime. Gauteng Truck Sales aligns with this reality by emphasising quality across its commercial vehicle offerings and by presenting trucks that are positioned for ongoing, consistent use.

This quality focus is reflected in the dealership’s positioning as a dedicated truck provider, rather than a general vehicle retailer. The company’s inventory is structured around commercial applications, which helps ensure that vehicles made available for sale can realistically meet the operational demands of hauling, construction support, and specialised transport in Gauteng.

Serving a Wide Spectrum of Business Users

Trucks for sale in Gauteng cater to a wide spectrum of organisations, from small owner-operators and family businesses to larger transport companies and project-based contractors. Gauteng Truck Sales operates within this landscape by making commercial vehicles accessible to different types of buyers whose requirements may range from a single unit to multiple additions to a fleet.

The dealership’s portfolio, including configurations such as water tankers and flatdecks, supports use cases across industries:

  • Construction firms needing vehicles for building materials and site logistics.
  • Municipal or private service providers requiring tankers for water distribution or dust suppression.
  • Warehousing and logistics operations seeking flatdeck solutions and forklifts for cargo handling and short-haul movement.

In each of these contexts, access to appropriate trucks within Gauteng shortens lead times and can reduce operational disruption when new capacity is required or when older vehicles need replacement.

Location within Gauteng’s Commercial Network

Gauteng Truck Sales is situated in Highbury, a location that forms part of the broader Gauteng logistics and commercial corridor. Being based in the province allows the dealership to serve operators situated in and around Johannesburg, Pretoria, and surrounding industrial nodes that rely heavily on truck-based transport.

Gauteng’s dense road network and concentration of industrial parks, manufacturing zones, and distribution centres have made it a natural concentration point for truck dealerships, auctioneers, and specialist commercial vehicle suppliers. Within this environment, Gauteng Truck Sales contributes to the range of options available to buyers who prefer to source vehicles from dealers located relatively close to their operating bases.

A Structured, Information-Led Approach

The process of acquiring a commercial truck often involves considerations extending beyond the basic purchase price. Operators typically evaluate load capacity, body configuration, usage history, fuel type, maintenance expectations, and suitability for current and future contracts. Gauteng Truck Sales aligns with this approach by structuring its inventory so that potential buyers can review vehicle categories and configurations such as water tankers, flatdecks, and forklifts in a clear, organised way.

This structured view supports more informed decision-making among prospective buyers. Rather than positioning trucks as lifestyle products, the dealership treats them as working assets that must match defined operational profiles. In this way, the trucks for sale in Gauteng through Gauteng Truck Sales are framed in terms of usage, reliability, and alignment with business requirements.

Alignment with Broader Industry Trends

Commercial truck activity in Gauteng connects directly to broader national and regional economic trends. When sectors such as construction, mining, agriculture, and retail expand, demand increases for haulage capacity, materials transport, and project-specific vehicles. In parallel, existing fleets must be renewed or strengthened to maintain reliability and meet contractual performance standards.

Truck dealerships across Gauteng, including Gauteng Truck Sales, help accommodate these cycles by making suitable vehicles available when market demand arises. The presence of such dealerships contributes to the fluidity of the second-hand and commercial vehicle markets, promoting the circulation of trucks into operations where they can continue to deliver value.

Role in Supporting Emerging and Established Operators

The commercial transport industry in Gauteng consists not only of large, established logistics providers but also of smaller and emerging operators entering the market with limited resources and targeted service offerings. Access to appropriate trucks for sale within the province plays a role in lowering barriers to entry for these businesses.

By maintaining an inventory of commercial trucks that spans various configurations and potential price points, Gauteng Truck Sales supports both established fleets and newer operators seeking to build their presence in the market. Trucks purchased through such dealerships may be deployed in sectors ranging from regional freight and local delivery to construction support, agricultural transport, and event or project logistics.

Emphasis on Long-Term Relationships

While truck sales are discrete transactions, the working life of a commercial vehicle extends over many years, making the relationship between dealer and operator an ongoing one in practice. Gauteng Truck Sales operates with an understanding that repeat interactions may arise as businesses expand, replace ageing units, or adjust fleet composition in response to new contracts and market demands.

In this context, the dealership’s focus on quality and suitability contributes to trust and continuity. Vehicles that serve reliably over time reinforce confidence in the source from which they were acquired, supporting a longer-term relationship between the business community in Gauteng and the truck dealership network that underpins it.

Contribution to Gauteng’s Commercial Vehicle Landscape

Gauteng hosts a wide array of truck dealerships, auction houses, and specialised commercial vehicle suppliers, forming a competitive environment that ultimately benefits business users by providing options, pricing transparency, and diversity of stock. Gauteng Truck Sales forms part of this ecosystem, focusing specifically on trucks and related commercial vehicles that can be integrated into work fleets for practical, revenue-generating use.

By maintaining a curated inventory that includes water tankers, flatdecks, forklifts, and other commercial units, the dealership supports the continuous renewal of the truck base serving Gauteng and beyond. This contribution, while specific to one company, reflects a larger pattern in which specialised dealers help ensure that trucks for sale in Gauteng remain available, visible, and aligned with real-world operational requirements.

About Gauteng Truck Sales

Gauteng Truck Sales is a truck dealership based in Highbury, Gauteng, South Africa, with a focus on commercial vehicles used in logistics, construction, services, and industrial sectors. The dealership provides access to a range of trucks and related commercial units, including water tankers, flatdeck trucks, and forklifts, through its presence in Gauteng’s established truck marketplace.

Positioned within one of the country’s most active economic regions, Gauteng Truck Sales operates as part of a broader network of commercial truck providers that serve businesses of varying sizes and industries. The company’s activities contribute to the availability of trucks for sale in Gauteng, supporting organisations that rely on dependable commercial vehicles for their daily operations.

Media Contact

Organization: Gauteng Truck Sales

Contact Person: Billy

Website: https://gautengtrucksales.co.za/

Email: Send Email

Contact Number: +27609821994

Address:Unit 3, 19 Kransvalk Rd

Address 2: Highbury

City: Randvaal Meyerton

State: Gauteng

Country:South Africa

Release id:41525

The post Gauteng Truck Sales Reinforces Its Role in Providing Reliable Commercial Trucks for Gauteng’s Business Community 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

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