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Lumino, lightening up the world of secure multi-party computation

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5 years ago

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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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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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Toltevia Finance Academy Releases AI Aethqlyria Public Beta 2.1: Sharpening the Decision Brain for Volatile Markets

Published

29 minutes ago

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February 10, 2026

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The latest iteration of the algorithmic trading system introduces tighter risk control loops and enhanced millisecond-level response capabilities.

Toltevia Finance Academy today rolled out AI Aethqlyria Public Beta 2.1, a significant update to its flagship intelligent trading system. While the initial versions focused on signal generation, v2.1 doubles down on execution stability and “context-aware” risk management, addressing the growing demand for institutional-grade tools among active retail traders.

From Signal to System

AI Aethqlyria is marketed not merely as a signal provider, but as a “high-frequency decision brain” that combines quantitative algorithms with deep learning. The v2.1 update refines the platform’s core “Real-Time Market Scanning” engine, which now processes tens of thousands of data points per second—ranging from price fluctuations and technical indicators to on-chain data and social sentiment.

Key Enhancements in Beta 2.1

The 2.1 release focuses on three critical areas of the trading lifecycle:

  1. Refined Dynamic Risk Engine: The update upgrades the platform’s “Context-Aware Risk Control Mechanism”. In v2.1, the system can more aggressively adjust position sizing and stop-loss parameters in real-time based on liquidity shifts and abnormal market events, offering a stronger buffer against flash crashes.
  2. Adaptive Strategy Optimization: Leveraging its “Self-Adaptive Learning System,” the v2.1 model updates its parameters automatically as market conditions shift. This ensures that strategies do not degrade when the market transitions from trending to chopping phases—a common failure point for static algorithmic tools.
  3. Cross-Platform Interoperability: The new beta version stabilizes connections with major liquidity venues. It offers seamless integration with Binance, OKX, and MetaTrader, allowing for lower-latency execution of the AI-generated strategies.

The “Co-Pilot” Philosophy

Toltevia continues to position Aethqlyria against the “get rich quick” narrative often found in crypto trading bots.

“Our philosophy remains unchanged with version 2.1: Aethqlyria is not here to replace the trader,” said a spokesperson for Toltevia Finance Academy. “It is designed to allow users to trade like professional operators—faster, more accurately, and with significantly improved safety.”

Availability

AI Aethqlyria Public Beta 2.1 is available immediately. The platform supports multiple asset classes, including cryptocurrencies, US equities, futures, and forex.

To access the v2.1 environment, visit: https://www.tolteviafinanceacademy.com/

About Toltevia Finance Academy

Toltevia Finance Academy is a research and development entity specializing in the fusion of financial education and fintech solutions. Their flagship product, AI Aethqlyria, represents their move into providing direct, AI-driven infrastructure for the global investment community.

Media Contact

Organization: Toltevia Finance Academy

Contact Person: Iván Quinteraz Mavella

Website: https://www.tolteviafinanceacademy.com/

Email: Send Email

Country:United States

Release id:41241

Disclaimer: This announcement is provided for informational purposes only and does not constitute financial, investment, legal, or tax advice. AI Aethqlyria is a software platform and does not guarantee outcomes, performance, profits, loss prevention, or risk reduction. Trading and investing involve risk, including the possible loss of capital. Any feature descriptions are subject to change during the beta period.

The post Toltevia Finance Academy Releases AI Aethqlyria Public Beta 2.1: Sharpening the Decision Brain for Volatile Markets 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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Dow 50,000 & Gold $5,000: Iván Quinteraz Mavella on Mastering Market Volatility

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29 minutes ago

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February 10, 2026

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Global financial markets signaled a historic divergence this week as the Dow Jones Industrial Average consolidated above the 50,000 milestone for the first time, while Gold futures retreated but remained firmly above the psychological $5,000/oz barrier. Amidst this unprecedented liquidity environment, Iván Quinteraz Mavella, Dean of the Toltevia Finance Academy, urges institutional and retail investors to prioritize structural risk management over the euphoria of record-breaking indices.
 

The Macro Nexus: Dow 50k & Market Volatility

The current market landscape is defined by a paradoxical “dual-bull” scenario. According to recent data, the Dow’s surge to 50,135 has been propelled by a sharp rebound in the technology sector, specifically recovering from earlier “AI-inspired losses”. Simultaneously, the Nikkei 225 has set fresh records following the election victory of Japanese Prime Minister Sanae Takaichi, fueling optimism across Asian markets.

However, this equity rally coincides with elevated valuations in safe-haven assets. While Gold prices have seen a short-term pullback, they remain historically high above $5,000. This correlation suggests that while capital is chasing growth in AI and industrials, underlying Market Volatility remains a latent threat, driven by uncertainty regarding global trade tariffs and the sustainability of the current earnings growth.

Expert Insight: Addressing the Volatility

Iván Quinteraz Mavella warns that the greatest risk in a “Dow 50k” world is not a lack of opportunity, but a failure of cognition. Drawing from his extensive research into market behavior, Mavella emphasizes that investors often conflate a bull market with their own skill, leading to the abandonment of risk protocols exactly when they are most needed.

“The market’s ability to sustain valuations at 50,000 depends less on technical momentum and more on the structural integrity of capital flows,” states the Dean of Toltevia Finance Academy. He advocates for a transition from passive indexing to active, rules-based position management.

What is the projection for Market Volatility?

According to Mavella, the trajectory for 2026 indicates that volatility will likely decouple from asset prices, creating “air pockets” of liquidity even as indices rise. He identifies three core drivers for this outlook:

  • Divergent Central Bank Policy: As global economies like Singapore upgrade GDP forecasts to 4%, the disparity in interest rate policies between the Federal Reserve and Asian central banks will create friction in currency carry trades.
  • The “AI-Capex” Lag: While tech stocks have rebounded, the massive capital expenditures required for the next phase of AI infrastructure may pressure short-term margins, leading to sharp, sector-specific corrections.
  • Geopolitical Risk Premiums: Despite the equity rally, the persistence of Gold above $5,000 signals that smart money is hedging against potential flashpoints, such as renewed trade tensions or supply chain disruptions.

Identifying the Structural Risks

Mavella further notes that the “fear of missing out” (FOMO) at these all-time highs often leads to the degradation of entry criteria. The methodology taught at his institute stresses that “profit is a function of risk control, not prediction.” In the current environment, this means tightening stop-loss widths and reducing leverage, even as the headlines celebrate the “Dow 50k” era.

Future Outlook: The 6-Month Horizon

Looking ahead to the second half of 2026, the consensus among prudent strategists aligns with Mavella’s view: we are entering a phase of “high-velocity rotation.” Capital is expected to oscillate rapidly between risk-on tech assets and defensive commodities like Silver and Gold, which have recently shown extreme sensitivity to daily news flows.

Iván Quinteraz Mavella concludes that sustainable success in 2026 will not belong to those who aggressively chase the breakout, but to those who have the discipline to sit on their hands until their specific risk parameters are met. “True maturity,” he notes, “is the ability to manage risk when the rest of the market is only managing greed.”

Media Contact

Organization: Toltevia Finance Academy

Contact Person: Iván Quinteraz Mavella

Website: https://www.tolteviafinanceacademy.com/

Email: Send Email

Country:United States

Release id:41240

The post Dow 50,000 & Gold $5,000: Iván Quinteraz Mavella on Mastering Market Volatility 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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CGTN: Why Xi Jinping chose a Beijing tech hub for his first domestic tour in 2026

Published

6 hours ago

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February 10, 2026

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CGTN published an article on why Chinese President Xi Jinping chose a tech hub in Beijing’s Yizhuang for his first domestic inspection tour in 2026. Using Yizhuang as a focal point, the article highlights China’s broader national strategy to build world-class science and technology innovation centers while linking these efforts to major recent breakthroughs and the positioning of innovation as the central engine of development at the start of the 15th Five-Year Plan period.

When runners set off alongside humanoid robots in a half-marathon in Beijing’s Yizhuang area in April last year, the finish line was not a stadium or a public square, but a national information technology innovation park.

The race, the first in the world to feature humans and humanoid robots competing on the same course, offered a glimpse of how far China’s push into frontier technologies has gone.

On Monday, Chinese President Xi Jinping visited the same park, launching his first domestic inspection tour of the year. During the visit, Xi viewed displays of representative sci-tech innovation outcomes and spoke with researchers and executives from tech firms.

Self-reliance and strength in science and technology are the keys to building China into a great modern socialist country, Xi said.

The park in Yizhuang has become one of China’s most concentrated showcases of that vision. Anchored in the domestically developed information technology sector, the park has expanded its industrial layout to cover artificial intelligence, quantum information, 6G communications and intelligent hardware. More than 1,000 companies have set up operations there, forming a full industrial chain ecosystem seen as central to strengthening China’s technological foundations.

From the park, the picture widens to Beijing as a whole. Over the 14th Five-Year Plan period (2021–2025), the capital has further strengthened its innovation capacity. It ranks among the world’s top cities in research and development spending intensity, leads Chinese cities in the number of unicorn companies, and has seen the number of high-value invention patents per 10,000 people and nationally recognized specialized “little giant” firms double since 2020. Several trillion-yuan and hundred-billion-yuan industrial clusters have also taken shape.

Xi’s tour in Yizhuang fits into a broader national layout. At the annual Central Economic Work Conference in 2025, China set out plans to build three international science and technology innovation centers in the Beijing-Tianjin-Hebei region, the Yangtze River Delta and the Guangdong-Hong Kong-Macao Greater Bay Area. Over the past year, Xi has inspected innovation development in Shanghai and Guangdong. With his visit to Yizhuang, his footprint has now covered all three regions central to this strategy.

The push has been accompanied by a series of landmark achievements. China’s space station has entered normalized operations, the Chang’e-6 mission returned samples from the far side of the moon and the Haidou-1 submersible completed deep-sea tests at depths of 10,000 meters. Meanwhile, 5G mobile communications have been deployed at scale, the Beidou navigation system now provides global services and the C919 aircraft has begun commercial flights. China also leads the world in new energy vehicle production and sales, high-speed rail technology, ultra-high-voltage power transmission, and renewable energy installations.

These advances have begun to register internationally. The World Intellectual Property Organization’s 2025 Global Innovation Index ranked China 10th globally, its first entry into the top 10, and the highest among upper-middle-income economies, marking a rise of 25 places since 2013.

Looking ahead, technology is set to carry even greater weight. The year 2026 marks the start of China’s 15th Five-Year Plan period (2026-2030). Planning recommendations identify substantial improvements in technological self-reliance and strength as a major objective.

That emphasis was reinforced last month when the Political Bureau of the Communist Party of China Central Committee held its group study session, focusing on the forward-looking deployment of future industries.

Presiding over the session, Xi called for fully leveraging the new system for nationwide mobilization of resources, intensifying efforts to achieve breakthroughs in core technologies in key fields, strengthening forward-looking and systematic layout of basic research and accelerating the application and commercialization of sci-tech achievements.

As China begins the opening chapter of its new five-year plan, innovation is being positioned not as a supporting pillar but as the central engine driving its development path.

https://news.cgtn.com/news/2026-02-10/Why-Xi-chose-a-Beijing-tech-hub-for-his-first-domestic-tour-in-2026-1KECJ1VP4o8/p.html

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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.

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