WORLD3 Docs
  • 📖Whitepaper
    • Introduction & Vision
    • Problem Statement
    • Introducing WORLD3
    • Technical Architecture
      • AI Agents
      • WORLD AI Protocol Contracts
      • WORLD Agent Protocol: A Decentralized AI Agent Network
      • Human Players in WORLD AI Protocol
    • Use-Cases and Applications
      • No-code AI Agent Builder
      • Use-Cases
        • Social Media Influencers (KOLs) Agents
        • On-chain Gaming Agents
        • Web3 Project Founder Agent
        • DeFi Trading Agents
    • WORLD3 Ecosystem Apps
    • Tokenomics
      • $WAI Tokenomics
      • Business Model
    • Governance and Ethical Framework
    • Community and Ecosystem Development
      • Benefits to Landowners
    • Roadmap
      • What We Have Accomplished
      • Upcoming Initiatives
    • Conclusion
  • 🖥️Pitch Deck
  • 🔎How-To Guides
    • AI Agent Portal
      • Overview
      • Quick Start Guide
        • Quick Start Guide (中文)
        • Quick Start Guide (한국어)
      • Core Features
        • Knowledge Packs
        • Skill Plugins
        • Task Management
      • Tutorials
        • How to Build Your Twitter Influencer Agent
      • Campaign Guide
        • AI Agent Influencer Campaign Guide (EN)
        • AI Agent Influencer Campaign Guide (中文)
        • AI Agent Influencer Campaign Guide (한국어)
    • Crystal Caves
      • Crystal Caves Guide
      • Crystal Caves Soneium Summit: Player's Guide
        • Crystal Caves Soneium Summit: Player's Guide (中文)
        • Crystal Caves Soneium Summit: Player's Guide (한국어)
      • B² Gold Miner Campaign: Player's Guide
        • B² Gold Miner Campaign: Player's Guide(한국어)
        • B² Gold Miner Campaign: Player's Guide (中文)
      • Crystal Caves SKALE Summit: Player's Guide
        • Crystal Caves SKALE Summit: Player's Guide (中文)
      • Crystal Caves SUI Summit: Player's Guide
        • Crystal Caves SUI Summit: Player's Guide (中文)
        • Crystal Caves SUI Summit: Player's Guide(한국어)
      • Crystal Caves opBNB Summit: Player's Guide
        • Crystal Caves opBNB Summit: Player's Guide (中文)
        • Crystal Caves opBNB Summit: Player's Guide(한국어)
      • BaseAI Summit Campaign: Player's Guide
        • BaseAI Summit Campaign: Player's Guide(한국어)
        • BaseAI Summit Campaign: Player's Guide (中文)
        • BaseAI Referral System Guide
    • SOUL Dragons
      • SOUL Dragons AI Chat Campaign
      • SOUL Dragons AI Chat Campaign (中文)
      • SOUL Dragon Trading Guide
      • SOUL Dragon Trading Guide (中文)
      • SOUL Dragons Mint Guide
      • SOUL Dragons Mint Guide (中文)
      • SOUL Dragon Whitelist Ticket Claim Guide
      • SOUL Dragons: Referral Contest Guide
      • SOUL Dragons: Referral Contest Guide (中文)
    • Whitelist Allocation for Landowners
    • Staking System Guide
      • Staking System Guide (中文)
      • Staking System Guide (한국어)
    • Referral Program Guide
      • Referral Program Guide (中文)
      • Referral Program Guide (한국어)
    • Treasure User Guides
      • Treasure User Guides (中文)
      • Treasure User Guides (한국어)
  • Announcements & Notices
    • Account Freezing Rules
      • Account Freezing Rules (中文)
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  1. Whitepaper

Problem Statement

AI technology has advanced, but current AI agents still face major challenges. They struggle to work independently, integrate with different digital systems, and learn over time. To unlock their full potential, AI agents must become more autonomous, adaptable, and connected across Web2 and Web3 environments.

Key Challenges

  1. Lack of Human-like Adaptive, Self-Driven Intelligence

Unlike humans, who possess lifelong goals and the innate ability to learn, evolve, and execute complex tasks independently, current AI agents are limited to simple query processing and predefined workflows. Humans can intuitively break down objectives, self-learn, and adapt strategies while effectively collaborating with cross-functional teams to achieve intricate goals. This disparity results in low adoption rates for existing AI products, which fail to meet the dynamic and multifaceted demands of modern tasks—a critical gap that WORLD3's AI Agents are engineered to fill.

  1. Poor Web2 & Web3 Integration

AI agents have trouble working across traditional (Web2) and decentralized (Web3) applications. Main problems include:

  • Not optimized for blockchain: AI cannot easily use smart contracts and decentralized applications.

  • Data access issues: AI struggles to collect and process information from different sources.

  • Security challenges: AI lacks built-in support for decentralized identity and secure access.

  1. No Long-Term Learning

Most AI systems cannot learn and improve over time. Their main limitations are:

  • Short memory: AI forgets past interactions and repeats unnecessary steps.

  • Limited adaptability: AI cannot update its knowledge in real-time.

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Last updated 2 months ago

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