설명
Mintellect is a decentralized research publishing platform built on BNB Chain, combining AI and blockchain to solve critical issues in academic publishing such as lack of transparency, plagiarism, restricted access, and unreliable peer reviews.
The Problem:
Traditional publishing is slow, costly, and controlled by centralized entities.
Research ownership is unclear, and plagiarism detection is limited.
Peer review processes are often opaque and subject to bias.
Readers face high paywalls to access full research papers.
Our Solution:
Mintellect offers an AI-driven, on-chain platform where:
Researchers can mint their papers as NFTs, ensuring transparent ownership and provenance.
AI algorithms analyze content for plagiarism, provide improvement suggestions, and generate trust scores.
Decentralized peer reviews are conducted by verified reviewers, with incentives tied to quality and reputation.
Readers can access abstracts freely and unlock full content through memberships or token access.
Why It Works:
Blockchain provides immutability, transparency, and community-driven governance.
AI automates quality control and enhances credibility at scale.
Token-based staking and rewards encourage high-quality reviews and engagement.
IPFS/Arweave integration ensures cost-efficient and censorship-resistant storage of research data.
Mintellect redefines academic publishing to be faster, fairer, and globally accessible removing institutional gatekeeping and fostering a trustworthy ecosystem for researchers and readers alike.
해커톤 진행 상황
Hackathon Progress: Mintellect on BNB Chain
1. MVP Smart Contracts
Deployed core NFT minting, trust scoring, and staking contracts on BNB Testnet.
Verified on-chain minting of research NFTs and basic trust score logic.
2. AI Plagiarism Engine v1
Integrated a prototype AI plagiarism detector in our backend pipeline.
Enabled automated flagging of duplicate text and passive alerts to authors.
3. Decentralized Peer Review Workflow
Launched a minimal peer review UI where reviewers can stake tokens and submit feedback.
Built basic scoring and reputation assignment logic tied to review quality.
4. UI/UX & Platform Demo
Developed a front-end demo (Next.js + Tailwind) with pages for minting papers, viewing abstracts, submitting reviews, and dashboard analytics.
Showcased the end-to-end flow—mint → trust score → review reputation.
5. On-Chain Interactions & Wallet Integration
Enabled seamless BNB Testnet wallet interaction (via MetaMask/wagmi) for minting NFTs, staking tokens, and submitting reviews.
6. Data Storage & Retrieval
Implemented IPFS integration for storing research metadata and abstracts.
MongoDB backend supports retrieval of papers, trust scores, and review history.
자금 모금 상태
Funding Request for Mintellect
A Decentralized AI-Powered Research Publishing Platform on BNB Chain
Overview
Mintellect is building a future where research is trusted, accessible, and truly decentralized. By leveraging the power of blockchain and AI, we’re transforming the broken academic publishing model into a transparent, community-governed, and intelligent ecosystem.
The Problem We’re Solving
Academic publishing today is plagued with issues:
Controlled by centralized gatekeepers who charge high fees to publish and access research
Plagiarism and credibility issues go unchecked due to weak or biased review mechanisms
Peer reviews lack transparency and incentives, making them slow and unreliable
Researchers from developing regions struggle to access or contribute to global platforms
Our Solution
Mintellect empowers researchers to mint their work as NFTs, ensuring proof of authorship and verifiable provenance on-chain. The platform features:
AI-powered plagiarism detection, improvement suggestions, and trust scoring
A decentralized peer review system with verified reviewers incentivized through staking and reputation
Open access to abstracts and AI-curated recommendations, with premium options for full papers
A DAO-based governance layer for reputation management and community decision-making
Why We Are Seeking Funding
We are raising funds to scale and improve Mintellect in five key areas:
AI Development
Enhance plagiarism detection, semantic trust scoring, and research classification
Smart Contract Infrastructure
Expand staking logic, review rewards, on-chain scoring, and DAO voting mechanisms
User Onboarding and Community Growth
Run incentive programs for researchers, reviewers, and academic institutions
Decentralized Storage Integration
Ensure long-term data availability using IPFS and Arweave
Security and Compliance
Conduct smart contract audits and implement privacy-preserving measures, especially around review confidentiality
Why Mintellect is Unique
Mintellect is one of the first platforms to bring together NFTs, AI, and decentralized peer review in academic publishing. Our solution promotes global inclusion, open access, and verifiable academic integrity. It’s more than a platform — it’s a movement to democratize knowledge for everyone.
We believe that with the right support, Mintellect can redefine the future of research by making it fair, accessible, and blockchain-native.
