IntelliQuant CEO Lee Jong-kwon introduced LUMINT, a decentralized distributed reward system, during a keynote address at the AI & Blockchain Conference in Cheongju, South Korea. IntelliQuant operates as a blockchain infrastructure firm focused on developing AI-driven node management solutions through its Lumint platform. The company has been promoting a hybrid staking model that merges artificial intelligence with decentralized architecture to automate node operations for both retail and institutional users across multiple blockchain ecosystems.
During his presentation, Lee characterized LUMINT as a decentralized reward mechanism based on a hybrid incentive structure built around node staking. He suggested that this framework was designed to achieve sustainability and fairness, two principles the company views as essential for long-term ecosystem viability.
Identifying Challenges in the Crypto Landscape
Lee outlined several systemic weaknesses affecting current cryptocurrency models. He pointed to resource inefficiencies and centralization in proof-of-work environments, complexity and liquidity risks associated with proof-of-stake and DeFi models, and ongoing vulnerabilities created by high volatility and speculative activity. He also observed that the lack of practical utility continues to hinder the industry’s long-term growth.
In response to these issues, the Lumint system was developed with a hybrid structure aimed at preserving strengths from existing models while mitigating their shortcomings. Instead of relying on a traditional ICO fundraising method, Lumint uses a node-purchase mechanism to discourage early-stage investors from seeking rapid exit gains. The staking model provides rewards for 900 days, which the team considers a more stable and sustainable approach.
Another design feature is the absence of a strict lock-up requirement. Users are able to start generating returns immediately after staking. Funds pooled through staking activities are also tied to AI-based investment services that aim to generate additional profits. A smart mining mechanism, which automatically adjusts mining output, is incorporated to reduce waste and better regulate coin distribution.
Inside the Lumint Node Staking Framework
The Lumint Node Staking Framework, or LNSF, includes several key components: a node-driven distribution model, incentives linked to performance metrics, automatic adjustments, and an initial system in which distribution is entirely node-based. Development efforts are being built on a Web3 foundation, incorporating features such as a Web3-first architecture, real-time translation for global users, low-maintenance infrastructure for scaling, deterministic reward algorithms, and a user experience structured around Next.js.
Lee stated that the framework reflects four guiding values for the company: fairness, scalability, accessibility, and transparency.
Blending Web3 Infrastructure with Web2 Ease of Use
IntelliQuant is also building a hybrid platform that merges Web3 technology with user-friendly Web2 interfaces. Features under development include support for familiar login methods like email or SMS verification and on-chain verification of reward logic. The system incorporates account abstraction to simplify account management and enable sponsored gas fees, helping lower barriers for mainstream users.
The company is preparing an AI-driven investment platform that will deliver services such as investment signal alerts, automated portfolio management through AI-based robo-advisors, and customized trend reporting. Lee noted that fund management will be structured around portfolio diversification, quantitative models, specialized staff, and platform technology.
The crypto robo-advisor is currently in prototype testing. Additionally, Lumint has been selected as a broker partner by global exchange OKX, creating new opportunities for international expansion.
A Vision for Sustainable, User-Friendly Blockchain Engagement
Lee closed his keynote by emphasizing that Lumint’s hybrid incentive model is intended to deliver a sustainable reward ecosystem for participants. He also reiterated that the company aims to merge Web2 familiarity with Web3 transparency and decentralization to create a platform experience that feels intuitive while remaining fully verifiable on-chain.
