AI Agent Track Panorama: An Analysis of the Agent Ecosystem from Framework to Application

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AI Agent Track Depth Analysis: The Rise of Intelligent Agents and Future Outlook

1. Introduction to the AI Agent Track

AI Agent is an intelligent entity capable of performing tasks, making decisions, interacting with other systems, and learning. They can not only understand and handle complex tasks but also operate in decentralized environments, achieving autonomous decision-making and value exchange. These entities are built on autonomy, long-term learning, and environmental adaptability, allowing them to manage funds, make investment decisions, and even autonomously execute smart contracts.

The rise of AI Agents stems from the development of blockchain technology and the maturation of artificial intelligence. Blockchain provides a decentralized infrastructure that ensures the transparency and traceability of agent behaviors. Advances in AI technology enable these agents to possess more complex judgment and execution capabilities. In the fields of cryptocurrency and DeFi, AI Agents can automatically analyze market data through smart contracts to execute complex trading plans.

AI Agent Depth Research (Part 1): Framework, Launchpad, Applications, and Meme

2. The Four Categories of AI Agent Tracks

2.1 AI Agent Framework

The AI Agent framework provides developers with tools to build, train, and deploy intelligent agents. Representative projects include:

  • ai16z: The first AI version venture capital fund, proposing the Eliza framework.
  • Zerebro: Create and distribute content on social platforms through AI systems, launching the ZerePy framework.
  • ARC: A RIG framework developed based on Rust, supporting decentralized applications and smart contracts.
  • GAME: The core framework of Virtuals ecology, empowering AI agents for autonomous operation.
  • swarms: Multi-agent AI framework that supports integration with external AI services and APIs.

AI Agent Depth Investment Research (Part 1): Framework, Launchpad, Applications and Meme

2.2 AI Agent Launchpad

Launchpad is the AI Agent issuance platform that allows users to create agents and their associated tokens. Representative projects include:

  • VIRTUAL: Allows the creation of multimodal AI agents that can interact with the environment.
  • CLANKER: An AI token generation platform on the Base chain.
  • VVAIFU: Create AI agents that interact with social media using the ai16z and Zerebro frameworks.

2.3 AI Agent Meme Coin

Projects of this kind are based on "Meme" culture, characterized by high volatility and speculation. Representative projects include:

  • GOAT: The first explosive AI Agent Meme coin.
  • Fartcoin: A humorous content token derived from AI agent models.
  • ACT: Aims to create an ecosystem for equal interaction between users and AI.
  • Shoggoth: A project exploring the complexities of the AI era.
  • WORM: A project that combines digital biology and blockchain technology.

AI Agent Depth Research (Part 1): Framework, Launchpad, Applications, and Meme

2.4 AI Agent Application

These applications are directly aimed at users, providing practical services and functions. They mainly focus on the following areas:

DeFAI Class:

  • GRIFFAIN: Solana ecosystem DeFi AI agent.
  • GRIFT: An AI-driven multi-chain DeFi platform.
  • NEUR: Integrating large language models with blockchain technology.
  • BUZZ: A DeFi trading management tool that provides a natural language interface.
  • Wayfinder: Decentralized AI Interaction Protocol.
  • Slate: Automated trading strategy execution tool.
  • Cod3x: No-code financial strategy creation platform.

Investment Analysis:

  • VADER: An investment DAO co-managed by humans and AI.
  • AIXBT: An AI agent providing real-time market insights.
  • AIXCB: AI-driven venture capital project.
  • Blormmy: A tool that converts natural language into blockchain operations.
  • DEGENAI: An AI agent that autonomously thinks and answers questions.
  • SEKOIA: A hedge fund focused on AI agent investments.
  • Stoic: An on-chain venture capital proxy project.

Game & Metaverse:

  • Hyper: A token that combines AI and the metaverse.
  • Colony: AI agent game.
  • SMOL: A life simulation role-playing game.

Security Category:

  • FAI: Exploring projects for the safety of AI agents.
  • JAIL: A platform for discovering and fixing security vulnerabilities in AI agents.

Video Editing Category:

  • Fatha: Creating a new platform for collective creation and entertainment.
  • SITCOM: A sitcom project on the blockchain.

Token issuance/development:

  • Intern: Solana on-chain token issuance tool.
  • ALCH: No-code development platform.

TEE Class:

  • SPORE: Ensures the secure operation of AI programs using a trusted execution environment.
  • METAV: The first token issuance completed autonomously in a TEE environment.

Virtual Anchor Type:

  • LUNA: TikTok virtual idol.
  • ELIZA: AI agent based on the ElizaOS framework.

Other applications:

  • YNE: AI scientific paper review agent.
  • BULLY: The meme token launched by AI agents.
  • TAOCAT: The AI agent Memecoin in the Bittensor ecosystem.
  • SIMMI: An AI agent for on-chain operations through social media.
  • ANON: A token that supports anonymous social interactions.

AI Agent Depth Research (Part 1): Framework, Launchpad, Applications and Meme

3. Future Outlook of AI Agent Track

AI Agent is gradually becoming a complete ecosystem. With the improvement of open-source frameworks and the maturity of collective intelligence, AI Agent will achieve broader applications in fields such as finance, entertainment, and social interaction. In the DeFi sector, AI Agent could form a more intelligent on-chain financial ecosystem, becoming a self-governing economic entity, participating in complex economic activities, and even achieving economic autonomy.

AI Agent Depth Research (Part 1): Framework, Launchpad, Applications, and Meme

4. Summary

The AI Agent track is on the eve of an explosion, and these agents will play an increasingly important role in the blockchain world. From tools to partners, from individual to collective, AI Agents are reshaping the underlying logic of on-chain economics. In the future, we may witness the rise of "one billion agents" becoming indispensable collaborators for humanity.

AI Agent Depth Research (Part 1): Framework, Launchpad, Applications and Meme

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GasSavingMastervip
· 12h ago
In the dark and gloomy on-chain world, we are experts at saving gas fees!
A retail investor who used to chase the price and sell low, now focuses on picking up dead fish as an arbitrage expert~
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Using language: Chinese
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MetaverseVagrantvip
· 12h ago
Just curious about how smart it really is.
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SybilAttackVictimvip
· 12h ago
Waiting for the Bots to take over the world
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DegenWhisperervip
· 12h ago
Is this smart entity for real? Who are they trying to fool?
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Ramen_Until_Richvip
· 13h ago
Huh? Blowing agent again?
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BoredApeResistancevip
· 13h ago
Old trap again, huh?
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