MATRIX
  • MATRIX
    • NeuraMATRIX
      • Metatron
        • Redefining BCI Hardware with Precision, Power, and Privacy
      • Matrix AI Network Launches NeuraMATRIX:
        • Redefining Brain-Computer Interfaces with Cutting-Edge Hardware and Blockchain Technology
        • The Values
      • Event
        • NeuraMATRIX Open Platform Launch Event
      • Overview
      • Features
      • Brainwave Acquisition Hardware
      • Algrithm
      • Manual
      • Neura MATRIX: Bridging Brainwaves and Blockchain to Revolutionize the Future of Web3 (3/3)
      • Neura MARTIX——用脑波链接Web 3.0时代 (3/3)
      • Neura MATRIX: Bridging Brainwaves and Blockchain to Revolutionize the Future of Web3 (2/3)
      • Neura MARTIX——用脑波链接Web 3.0时代 (2/3)
      • Neura MATRIX: Bridging Brainwaves and Blockchain to Revolutionize the Future of Web3 (1/3)
      • Neura MARTIX——用脑波链接Web 3.0时代 (1/3)
  • FAQ of MATRIX AI Network
    • 1. Why does MATRIX exist?
    • 2. What is the vision and mission of Matrix?
    • 3. What are main features of MATRIX?
    • 4. How is MATRIX different?
    • 5. What exactly does MATRIX do?
    • 6. What is Matrix's consensus mechanism?
    • 7. What problems does the matrix solve?
    • 8. What makes The Matrix different? Why is it better?
    • 9. Can the Matrix be hacked?
    • 10. Is the old team still alive? How many people work in the team?
    • 11. What is the ticker?
    • 12. Where can I buy MAN coins?
    • 13. When we look at BSCscan, we see that all coins are kept in a single wallet. Is this true ?
    • 14. What is the token economy of Matrix? What is the total supply of MAN?
    • 15. Is MAN still an erc20 token? Where can I store MAN?
    • 16. My man tokens are still an erc20, how do I revert them to mainnet coins?
    • 17. Will there be a halving for MAN as in Bitcoin?
    • 18. From which accounts can I follow Matrix?
    • 19. What are your platforms and projects based on Artificial Intelligence?
    • 20. How can I contact you for more questions?
    • 21. What specs you using for Matrix node?
    • 22. What makes Matrix different from other artificial intelligence projects and companies?
    • 23. What is the Matrix Bio-Wallet?
  • AIRTIST
    • AIRTIST—Matrix’s Great Venture into AI Art
    • Introduction of AIRTIST
    • The Past and Present of AI Art
  • APEX
    • APEX: AI-Algorithmic-Stablecoin-to-Foreign-Currency Exchange Protocol
    • AI + ASC: The Future of DeFi
  • Energy Friendliness
    • Matrix AI - the solution for sustainable crypto mining
    • Matrix——More Public Benefit for Crypto Mining
    • New Direction for Public Chains in the Carbon Neutral Future
    • Unmanned Mine by Matrix and TBEA: Ushering in the Era of Energy 4.0 (1/3)
    • Unmanned Mine by Matrix and TBEA: Ushering in the Era of Energy 4.0 (2/3)
    • Unmanned Mine by Matrix and TBEA: Ushering in the Era of Energy 4.0 (3/3)
  • General
    • Release of Upgraded Web Wallet and Bounty Event
    • Important Announcement on ERC-20 Swap
    • Announcement about Manual Swap
    • 从霍金到黑客帝国——让科幻电影照进现实 (4)
    • From Stephen Hawking to Matrix: Making Science Fiction Come True (4)
    • 从霍金到黑客帝国——让科幻电影照进现实 (3)
    • From Stephen Hawking to Matrix: Making Science Fiction Come True (3)
    • From Stephen Hawking to Matrix: Making Science Fiction Come True (2)
    • 从霍金到黑客帝国——让科幻电影照进现实(2)
    • Website Update and Bounty Event
    • Block Reward Reduction
    • From Stephen Hawking to Matrix: Making Science Fiction Come True (1)
    • 从霍金到黑客帝国——让科幻电影照进现实
    • What Makes Matrix AI Different?
    • The Belt and Road Summary
    • Matrix——Catalyst for the AI Big Bang
    • Matrix and The Belt and Road
    • An Introduction to Wormhole
    • Intro to AutoML
    • Data, Computing, and Blockchain: The Fate of the Metaverse
    • A Brief History of Metaverse
    • 什么是虫洞/Wormhole?
    • MATRIX At A Glance (1.0 and 2.0)
    • Summary of MATRIX 1.0 and MATRIX 2.0
  • BioWallet
    • Suppose you could travel back in time to 2010, how much Bitcoin would you buy?
    • Matrix生态矩阵又添黑科技:指静脉识别Bio-Wallet安全钱包
    • Matrix Announces BioWallet to Make Crypto Funds More Secure
      • Matrix AI Network Bio-Wallet Content Contest
    • Matrix AI Network Bio-Wallet Content Contest
    • Matrix- PR Distribution
    • Matrix BioWallet Covered at Bloomberg
  • Guides
    • Matrix App Installation Process
    • How To get blacklisted Validator and Miners
    • User Guide for Matrix IDE
    • Things I wish I knew before using DEX-es and trading tokens
    • Sending a MAN transaction(JS, NodeJS), Intermediate level
    • Sending a MAN transaction(Java + Maven), Intermediate level
    • Reading a smart contract function (JS, NodeJS)
    • Matrix Mainnet Cross-chain Transfer Guide——BSC
    • man.json with new nodes info
    • How to Manually Move MAN Coins to Ledger
    • How to Create a Matrix Smart Contract
    • Generating a Vanity Address(JS, NodeJS), Beginner level
    • Distributed AutoML User Guide
    • Determine the addresses with activity and their respective balances for a specified number of blocks
    • Deploying a smart contract on Matrix AI Network using Truffle (Demo)
    • Create Mining Masternodes in Ubuntu (Linux) with Matrix AI Network
    • Matrix AI Network integration tutorials — Part 1: Converting an ETH address to MAN address (JS, Node
    • Calling a smart contract function (JS, NodeJS)
    • Accessing block info(JS, NodeJS), Beginner level
    • $MAN Staking Guide
    • Create a Portfolio
    • Matrix Mainnet Cross-chain Transfer Guide——BSC
    • Decentralized AI Economy Starts Here
    • How to Issue a Token Using Matrix Smart Contracts
    • How to Check the Validators and Miners of Each Mining Cycle?
    • Android Wallet for Test (III)
    • MANTA Miner Deployment
    • How to Issue a Token Using Matrix Smart Contracts
  • MANAS
    • MANAS—Empower AI with Blockchain
    • MANAS’s Business Model and Proxy Promotion Mechanism
    • MANAS—Make a Better Metaverse
    • MANAS Q&A
    • MANAS Source Code Uploaded to GitHub
    • MANAS Deployed to Matrix Mainnet
  • MANIA
    • MANIA—A New World of the Integration of NFT and AI
    • MANIA AI-Assisted NFT Trading
  • MANTA
    • Empowering Sora with MANTA from Matrix AI Network: Bridging the Computational Divide
    • Guide for Downloading Datasets
    • MANTA Update Announcement
    • Morpheus, intro
    • MANTA主网矿机部署文档
    • MANTA Mainnet Miner Deployment Guide
    • Distributed AutoML Front-end Functions and Panel
    • MANTA—The Brain of Tomorrow’s Metaverse
    • MANTA Miner Deployment
    • MANTA Welcomes Important Partners in Its Tests
  • MATRIX 1.0
  • MATRIX 2.0
  • MATRIX 3.0
    • Development Plan Q1–2025
    • Update to Milestones 4 and 5 of Phase 1
    • Update to Milestone 3
    • MATRIX 3.0 Phase 1 Stage 1 Deliverables — 2
    • MATRIX 3.0 Phase 1 Stage 1 Deliverables — 1
    • Morpheus
    • Avatar Intelligence: The Next Stop in the Web3 World
    • Web3世界的下一站 —— Avatar Intelligence
    • Matrix 3.0 Blueprint and Event Winner Announcement
    • Blueprint
  • Bi-Weekly Reports
    • 2025年6月上半月报
    • 1st Report Of June 2025
    • 2025年5月下半月报
    • 2nd Report Of May 2025
    • 2025年5月上半月报
    • 1st Report Of May 2025
    • 2025年4月下半月报
    • 2nd Report Of April 2025
    • 2025年4月上半月报
    • 1st Report Of April 2025
    • 2025年3月下半月报
    • 2nd Report Of March 2025
    • 2025年3月上半月报
    • 1st Report Of March 2025
    • 2025年2月下半月报
    • 2nd Report Of February 2025
    • 2025年2月上半月报
    • 1st Report Of February 2025
    • 2025年1月下半月报
    • 2nd Report Of January 2025
    • 2025年1月上半月报
    • 1st Report Of January 2025
    • 2024年12月下半月报
    • 2nd Report Of December 2024
    • 2024年12月上半月报
    • 1st Report Of December 2024
    • 2024年11月下半月报
    • 2nd Report Of November 2024
    • 2024年11月上半月报
    • 1st Report Of November 2024
    • 2024年10月下半月报
    • 2nd Report Of October 2024
    • 2024年10月上半月报
    • 1st Report Of October 2024
    • 2024年9月下半月报
    • 2nd Report Of September 2024
    • 2024年9月上半月报
    • 1st Report Of September 2024
    • 2024年8月下半月报
    • 2nd Report Of August 2024
    • 2024年8月上半月报
    • 1st Report Of August 2024
    • 2024年7月下半月报
    • 2nd Report Of July 2024
    • 2024年7月上半月报
    • 1st Report Of July 2024
    • 2024年6月下半月报
    • 2nd Report Of June 2024
    • 2024年6月上半月报
    • 1st Report Of June 2024
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    • 2024年5月上半月报
    • 1st Report Of May 2024
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    • 2nd Report Of April 2024
    • 2024年4月上半月报
    • 1st Report Of April 2024
    • 2024年3月下半月报
    • 2nd Report Of March 2024
    • 2024年3月上半月报
    • 1st Report Of March 2024
    • 2024年2月下半月报
    • 2nd Report Of February 2024
    • 2024年2月上半月报
    • 1st Report Of February 2024
    • 2024年1月下半月报
    • 2nd Report Of January 2024
    • 2024年1月上半月报
    • 1st Report Of January 2024
    • 2023年12月下半月报
    • 2nd Report Of December 2023
    • 2023年12月上半月报
    • 1st Report Of December 2023
    • 2023年11月下半月报告
    • 2nd Report Of November 2023
    • 2023年11月上半月报告
    • 1st Report Of November 2023
    • 2023年10月下半月报告
    • 2nd Report Of October 2023
    • 2023年10月上半月报告
    • 1st Report Of October 2023
    • 2023年9月下半月报告
    • 2nd Report Of September 2023
    • 2023年9月上半月报告
    • 1st Report Of September 2023
    • 2023年8月下半月报告
    • 2nd Report Of August 2023
    • 2023年8月上半月报告
    • 1st Report Of August 2023
    • 2023年7月下半月报告
    • 2nd Report Of July 2023
    • 2023年7月上半月报告
    • 1st Report Of July 2023
    • 2023年6月下半月报告
    • 2nd Report Of June 2023
    • 2023年6月上半月报告
    • 1st Report Of June 2023
    • 2023年5月下半月报告
    • 2nd Report Of May 2023
    • 2023年5月上半月报告
    • 1st Report Of May 2023
    • 2023年4月下半月报告
    • 2nd Report Of April 2023
    • 2023年4月上半月报告
    • 1st Report Of April 2023
    • 2023年3月下半月报告
    • 2nd Report Of March 2023
    • 2023年3月上半月报告
    • 1st Report Of March 2023
    • 2023年2月下半月报告
    • 2nd Report Of February 2023
    • 2023年2月上半月报告
    • 1st Report Of February 2023
    • 2023年1月下半月报告
    • 2nd Report Of January 2023
    • 2023年1月上半月报告
    • 1st Report Of January 2023
    • 2022年12月下半月报告
    • 2nd Report Of December 2022
    • 1st Report Of December 2022
    • 2nd Report Of November 2022
    • 1st Report Of November 2022
    • 2nd Report Of October 2022
    • 1st Report Of October 2022
    • 2nd Report Of September 2022
    • 1st Report Of September 2022
    • 2nd Report Of August 2022
    • 1st Report Of August 2022
    • 2nd Report Of July 2022
    • 1st Report Of July 2022
    • 2nd Report Of June 2022
  • AMA
    • October 2023 AMA
    • Sept 2023 AMA
    • MATRIX AMA - MAY 2023
    • Matrix April AMA Transcript
    • Matrix 3.0 Special AMA Transcript
    • AMA 1 on Neuroscience
    • AMA 2 on Neuroscience
    • April 2023 AMA
    • March 2023 AMA
    • MEXC北美AMA成绩单
    • MEXC North America AMA transcript
    • AMA成绩单-神经科学家为矩阵社区回答问题!
    • AMA Transcript - Neuroscientist Answered Questions for Matrix Community!
    • KuCoin Official Arabic Telegram Group Ask-Me-Anything (AMA) [ 3 March]
    • February 2023 AMA
    • KuCoin Official Japanese Telegram Group Ask-Me-Anything (AMA) [20 February]
    • January 2023 AMA
    • December AMA is Live
    • November AMA Transcript
    • October AMA Transcript
    • September AMA Transcript
    • August AMA Transcript
    • July AMA Transcript
    • 2022-06-AMA-Transcripts
  • MATRIX Fact Sheet
    • MATRIX Fact Sheet 1-10
    • MATRIX Fact Sheet 11-20
    • MATRIX Fact Sheet 21-30
    • MATRIX Fact Sheet 31-40
    • MATRIX Fact Sheet 41-50
    • MATRIX Fact Sheet 51-60
    • MATRIX Fact Sheet 61-70
    • MATRIX Fact Sheet 71-80
    • MATRIX Fact Sheet 81-90
    • MATRIX Fact Sheet 91-98
  • Android Wallet
    • Android Wallet for Test (III)
    • Android MAN Wallet For Test (II)
    • Android MAN Wallet For Test
  • CEO’s Message
    • MCP for Distributed AI Agents
    • Integrating MCP into MATRIX Blockchain!
    • Model Context Protocol on Blockchain!
    • Important Remarks from Our CEO
    • New message from Hong Kong!
    • Q1 2025 Development Plan
    • Happy Chinese New Year 2025
    • Strategic Partnership Between MATRIX and Blink.TV
    • New Year's message from Matrix AI Network CEO, Owen TAO!
    • Jehol Capital Foundation takes over ERC-20 MAN tokens
    • MAN will be listed on MEXC
    • 2022 Christmas Message
    • 2022 Mid-Autumn Festival Message
    • Goodbye 2021, Hooray 2022
  • M-Port
    • M-Port: An AI-Powered DID Platform based on Biometric Information (IV)
    • M-Port: An AI-Powered DID Platform based on Biometric Information (III)
    • M-Port: An AI-Powered DID Platform based on Biometric Information (II)
    • M-Port: An AI-Powered DID Platform based on Biometric Information
  • Team
    • Head/Manager of Ecosystem Development
    • Appointment
  • Event
    • Matrix KARMA EVENT: Participate, Contribute, Earn $MAN!
    • Web3 Mentor Naming Contest – Winners Announcement!
    • NeuraMATRIX Open Platform Launch Event Winners Announcement
    • Mid-Autumn Festival Contest Winners Announcement
    • MidAutumn Festival Contest : Capture the Magic of the Full Moon!
    • Give It a Name Contest Winners Announcements
    • AUGUST AMA WORD HUNT EVENT WINNERS ANNOUNCEMENT
    • Give It a Name Contest
    • MATRIX AUGUST AMA WORD HUNT EVENT
    • JULY AMA WORD HUNT EVENT WINNERS ANNOUNCEMENT
    • MATRIX AWARDED WORD HUNT EVENT
    • The Rewarding PERSONA Test Winners Announcement
    • The Rewarding PERSONA Test: Dive Into AI Innovation!
    • EXCITING ENGAGEMENT COMPETITION WINNERS ANNOUNCEMENT
    • EXCITING ENGAGEMENT COMPETITION
    • MATRIX LEARN & EARN EVENT
    • Zealy Giveaway Winners Announcement
    • MATRIX GIVEAWAY EVENT
    • NEW YEAR EVENT WİNNERS ANNOUNCEMENT
    • New Year Event Begins!
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    • OCTOBER QUIZ EVENT WINNERS ANNOUNCEMENT
    • OCTOBER QUİZ EVENT
    • Stage One Deliverables Event Winners Announcement
    • Stage One Deliverables Event
    • Guessing Contest Event
    • 📢 We're pleased to announce our Next #AMA with Matrix AI Network at Binance Live On 8 June 2:00 PM
    • Learn how #AI & #VR unlocks new realities in crypto in our next Twitter Space with
    • Join the MATRIX on Zealy.io and Win Big!
    • HK Web 3 Festival
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    • Matrix AI Network & Neuroscience AMA Question Collection
    • Matrix AI Network Birthday cum Chinese New Year Video & Photo Contest
    • Matrix Ambassador—Knight
    • Ambassador Program
    • Website Update and Bounty Event, Announcement of the Winners
    • New Year's Letter Challenge
  • Morpheus
    • 基于Morpheus的个性化Chatbot平台——Persona(第四部分)
    • Morpheus-based Personalized Chatbot Platform: Persona - Combining EEG Technology for the We(Part 4)
    • 基于Morpheus的个性化Chatbot平台——Persona(第三部分)
    • Morpheus-based Personalized Chatbot Platform: Persona - Combining EEG Technology for the We(Part 3)
    • 基于Morpheus的个性化Chatbot平台——Persona(第二部分)
    • Morpheus-based Personalized Chatbot Platform: Persona - Combining EEG Technology for the We(Part 2)
    • 基于Morpheus的个性化Chatbot平台——Persona(第一部分)
    • Morpheus-based Personalized Chatbot Platform: Persona - Combining EEG Technology for the We(Part 1)
    • We're thrilled to invite you to join us in testing the remarkable Morpheus Upgrade 2.0
    • Unveiling the Matrix AI Network Morpheus Upgrade
    • A Bilingual Pretrained Model Based on MATRIX Mainnet
    • Morpheus Available For Initial Testing
  • Media
    • MATRIX AI Network CEO Owen Tao Shares Vision for Web3, BCI, and AI at Jinse 星享会 in Hong Kong
    • 首席执行官Owen TAO在数字全景峰会上讨论Web3中的人工智能和BCI
    • CEO Owen TAO Discusses AI and BCI in Web3 at Digital Panorama Summit
    • Matrix AI Network and DEPIN
    • Blending neuroscience with AI on blockchain: Matrix AI Network and NeuraMatrix partnership
  • 3.0/Neuroscience
    • NeuraMatrix – The Better Neural Link for MetaVerse
    • NeuraMatrix – A Better Neural Link for the Metaverse
    • NeuraMatrix – The Better Neural Link for MetaVerse
    • NeuraMatrix – A Better Neural Link for the Metaverse
  • Intelligent Contract
    • Advancements of Intelligent Contract Version 2
    • 智慧合约里程碑交付
    • Intelligent Contract Milestone Update:
    • Revolutionizing Smart Contract Development with Accessibility and Security
    • Intelligent Contract Testing: Explore the Future of Smart Contracts
    • 智能合约
    • Intelligent Contract
  • DEPIN
    • MATRIX——专为AI服务的全球分布式资源共享网络 (4/4)
    • Empowering the AI Revolution: The Global Distributed Resource Network of MATRIX (4/4)
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    • Empowering the AI Revolution: The Global Distributed Resource Network of MATRIX (3/4)
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    • Empowering the AI Revolution: The Global Distributed Resource Network of MATRIX (2/4)
    • MATRIX——专为AI服务的全球分布式资源共享网络 (1/4)
    • Empowering the AI Revolution: The Global Distributed Resource Network of MATRIX (1/4)
  • AI Agent
    • Meet M.A.C! MATRIX AI Capital, an Al-powered crypto investment assistant!
    • Contextus: The Context Management and Routing Hub of MATRIX (3/3)
    • Contextus:MATRIX 的上下文管理与路由中枢(3/3)
    • Contextus: The Context Management and Routing Hub of MATRIX (2/3)
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    • Contextus: The Context Management and Routing Hub of MATRIX (1/3)
    • Contextus:MATRIX 的上下文管理与路由中枢(1/3)
    • Your ultimate web3 guide MANTOR is LIVE!
    • Give It a Name Contest – Help Us Name Our AI Agent Web3 Mentor!
    • How Can Web3 Mentor Help You?
    • MATRIX’s AI Agent Core Modules
    • The Matrix's first AI Agent is on the way!
    • AI Agents Empowered by Morpheus and Their Role in Advancing Avatar Intelligence (Part 4)
    • AI Agents Empowered by Morpheus and Their Role in Advancing Avatar Intelligence (Part 3)
    • AI Agents Empowered by Morpheus and Their Role in Advancing Avatar Intelligence (Part 2)
    • AI Agents Empowered by Morpheus and Their Role in Advancing Avatar Intelligence (Part 1)
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  1. MANIA

MANIA—A New World of the Integration of NFT and AI

PreviousMANIANextMANIA AI-Assisted NFT Trading

Last updated 2 years ago

The Arrival of the Age of AI

In this age of information and technology explosion, the AI industry is on a fast track seeing ever-growing application in the business world. AI has also become part and parcel of people’s daily life, enabling novel use scenarios such as unmanned transportation, distribution, storage, aerial flights, etc. In medical care, AI can be used to analyze images for assistive diagnoses. AI also has a lot to contribute in agricultural, industrial and public governance scenarios.

Although AI is still in its infancy when it comes to commercialization. AI solutions are estimated to be an industry with a compound annual growth rate of 65% over the next decade, reaching trillions of USD by 2027. With technological advancement, favourable governmental policies and investors’ enthusiasm continuing to foster the development of AI, the sustained high-speed growth of the industry will be driven by three factors:

The depth and scale of data: Data is becoming the most valuable asset for companies, as technologies for data generation and collection (such as written, visual and audio records, etc.) develop, and the popularization of IoT fosters the exponential increase in the quantity of obtainable data, which totaled about 40 ZB in 2020. Finding a practical workflow to extract valuable business insights from the massive quantities of data has become a top concern for companies. As more data become available for training AI algorithm models, AI is capable of making more and more accurate predictions.

Computing power: As the limitations of traditional computing technologies are broken through by advanced hardware and software technologies such as GPU, FGPA and ASIC chips as well as cloud computing, distributed computing and parallel computing, AI has emerged from the lab and found its use in the business world.

Creating real value for societies: AI has helped countless businesses make revolutionary transitions crucial for achieving their goals. Customer service chatbots, anti-fraud systems of financial institutions and AI-assisted customer targeting are all examples of this. AI-assisted recommendations are earning Netflix an extra billion USD of revenue every year.

The Value Foundation of AI and Challenges

The value foundation of AI rests on the raw materials necessary for producing it, namely data and computing power, while real social and economic value is created by AI algorithms. Algorithm models are the layer that’s closest to us, as AI applications are only made possible by them. In other words, the value of data and computing power is actualized through algorithm models. Without the models, any amount of computing power is futile.

In the past few years, cheap and efficient computing power (made possible by GPU), a near-infinite storage capacity for big data, an omnipresent deployment of sensors and the fast development of all other supporting technologies have created the explosive growth of AI. And with this comes the biggest challenge: how to protect the intellectual property of algorithms, thus protecting the value foundation of AI so that AI scientists are motivated to continue creating.

Protecting AI intellectual property is challenging in the following ways:

Difficult to authenticate: Like with other software products, it is difficult to authenticate the ownership of an AI algorithm, which subjects the works of AI scientists to theft and abuse.

Easy to copy: Although costing a lot to create, an algorithm is essentially a string of code, and it takes no more than a few clicks to copy it. Being no experts in encryption techniques, most AI scientists lack the effective means to protect their intellectual property.

Difficult to protect: In a centralized environment, anyone who has access to the system can easily copy other people’s algorithm models for free.

These challenges will shake the value foundation of AI in the long run and even strangle its growth potential. Fortunately, with the help of blockchain and distributed storage technologies, we are well-equipped to tackle these challenges.

NFT

A non-fungible token is a unit of data stored on a digital ledger. Unique and indivisible, it is already widely used for the authentication of intellectual properties, certificates and other paperwork, invoices and receipts, tax documents, in-game digital items, etc. In the future, NFT will continue to transform industries (such as art, gaming, etc.) where ownership authentication is critical.

On Mar. 11th, 2021, Everydays: the First 5000 Days, a collage of 5000 digital images created by Beeple for his Everydays series, was sold at Christie’s for a record-breaking 69.34 million USD. This incident heralds the coming of the digital economy.

The trade volume of NFT also grows exponentially year by year. From 2019 to 2020, the volume nearly tripled, rising from 62.86 million to 250 million USD. In 2021, thanks to thriving DeFi ecosystems, the trade volume of NFT in the first quarter alone beat the entire year of 2020 by 8 times, totaling 2 billion USD. From 2018 to 2020, the market size of NFT was up by 825%, active NFT addresses increased by 201%, the number of buyers increased by 144%, and the number of sellers increased by 113%.

Compared with traditional art dealerships, NFT trading platforms have the advantages of accessibility, transparency, traceability, low transaction cost and low entry barrier, and thus can best protect the interests of artists and collectors. Traditional artworks are sold through auction houses like Christie’s, where service charges are high, and the authenticity of an artwork and its ownership history are difficult to determine. NFT trading platforms, on the other hand, give users transparent information as to an artwork’s creation, uploading, viewership, and transaction and collection history. Service charges are also much lower compared to traditional auction houses. Not to mention that artists will have a sustained income from royalties, which will motivate them to create more.

There are similarities between the art and AI markets, as AI algorithms are also works of creative design. Thus, using NFTs to authenticate AI algorithms is not only viable but also a brilliant idea.

AI+NFT=MANIA

For this very purpose, Matrix plans to launch MANIA (MAN Intelligent Authentication), a platform where AI algorithms can be traded like NFT artworks. Let’s take a look at how MANIA tackles traditional intellectual property challenges.

Distributed Storage

All algorithm models created by AI scientists will be stored on distributed storage networks in partnership with Matrix, which keeps the algorithms safe from being stolen by the owner of any individual node.

Blockchain Authentication

Authentication is a core function of blockchain. When uploaded to cloud storage, an algorithm model will receive a time stamp ensuring that its ownership is unique and traceable.

NFT Liquidity

As algorithm models are the building blocks of the AI world of tomorrow, a boost in their liquidity will set the AI industry on the right track. On MANIA, people can convert their algorithm models into NFTs, which they can take cross-chain to different NFT markets to trade.

Privacy-Preserving Computation

Matrix adopts privacy-preserving computation (PPC) to safeguard algorithms from theft. With its help, algorithm scientists can provide AI services for profit and rest assured that no one will steal away their ideas.

The workflow of MANIA consists of the following parts: algorithm creation, distributed storage, blockchain authentication and NFT minting.

Picture: Workflow of MANIA

Highlights of MANIA

Separation of Ownership and Right to Use

The separation of ownership and right to use is a core feature of MANIA. It guarantees that algorithm models are easy to trade and thus in good liquidity while making sure they are also easy to use by people who are interested in their functionality. There are two types of NFTs: 1. ownership NFT, a token of ownership for the correlating algorithm, and 2. Right-to-use NFT, granting the right to access the correlating algorithm and AI service on MANAS through PPC nodes.

Picture: Separation of the Ownership and Usage Right of an Algorithm NFT

Privacy Layer Structure

The secret to separating ownership and usage right lies in privacy protection and privacy storage. Traditional blockchains are designed to be completely transparent. When it comes to partial transparency and the storage of private information, they are at a disadvantage. In the age of big data and AI computing, collaboration among different entities based on data sharing will become a trend, and it will fall onto blockchain technologies to protect data privacy and separate the ownership of data from the right to use them by enabling the necessary authorization methods.

Guaranteeing data safety and facilitating data ownership authentication will benefit Matrix in three more ways:

1. When the privacy of users is guaranteed in transactions of algorithms and data, the algorithms become more efficient to use;

2. Big data applications will be empowered to facilitate the collaboration and sharing among companies and industries;

3. The synergy among data generation, modeling, application and transaction will link together entities that would otherwise be information islands and steer the big data industry onto a path of sustained growth.

Picture: The Storage and Computing Framework of MANIA

Multi-Party Security Computing

To implement the separation of NFT’s ownership and usage rights, PPC is critical. Matrix will introduce Secure Multi-Party Computation (SMC), a framework designed to enable collaborative computing among a group of distrusting participants by protecting the privacy of all parties. It guarantees independent inputs and accurate computing while making sure no inputs from one party will be leaked to other parties in the same collaborative computing group.

Matrix will adopt SMC for its blockchain data encryption, and a validation mechanism and blockchain technologies for its cloud computing and AI platforms. These, in combination with zero-knowledge proof and other cryptographic technologies, will constitute the foundation of Matrix’s next-generation general computing service platform. The framework of this data computing system is illustrated below.

Any single node in Matrix AI Network can participate in PPC by launching a collaborative computing task or joining one launched by others. The hub node controls routing and computational logic. It searches for relevant data and broadcasts its computational logic to MPC nodes. MPC nodes follow the computational logic to access their local database, perform computing tasks and send results to designated nodes. This way, a group of nodes can collaborate to carry out computing tasks and send results back to the system without compromising each individual node’s local data privacy.

MANIA—A New World for NFT

The arrival of MANIA is significant for Matrix, for the AI industry and for the NFT market.

For MATRIX

All functions of MANIA, including authentication, minting NFTs, etc. will require MAN for settlement. This will boost MAN’s liquidity and value.

An effective solution for protecting intellectual property will attract more AI scientists into the Matrix ecosystem to create more original algorithm models. Mature algorithm models can be authenticated and used to mint NFT. All this will attract more users into the Matrix ecosystem.

For the AI Industry

MANIA’s greatest contribution to the AI industry is consolidating the value foundation of the AI market. When AI scientists no longer worry about their intellectual property getting stolen, they will be more motivated than ever to create. This will help create a more dynamic ecosystem and ultimately make for the Cambrian explosion of the AI industry.

For NFT

MANIA will mark the beginning of a new type of asset which carries economic and social value, in contrast to traditional artwork or in-game item NFTs that are priced only for their artistic value. By converting AI algorithms into NFTs, MANIA will immensely expand the user base of NFT and solidify its value foundation. This will truly set off the explosive growth of the NFT market.

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