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The Rise of DeFAI: The Deep Integration of AI and Decentralized Finance Opens a New Era for Agents
DeFAI: Can the deep integration of AI and DeFi give rise to a new wave of AI Agents?
1. The Concept and Operating Mechanism of DeFAI
1.1 Introduction to Decentralized Finance AI
DeFAI is the combination of AI and Decentralized Finance. Although AI-related concepts have gone through multiple rounds of hype, from AI computing power to AI Memes, from technical architecture to infrastructure, DeFAI as an emerging trend is rising. Currently, DeFAI can be mainly divided into three categories: AI abstraction, autonomous DeFi agents, and market analysis and prediction.
1.2 The operational process of DeFAI
The core of the DeFAI system is the AI Agent based on the large language model (LLM), which operates on multiple levels, from data collection to decision execution. It mainly includes the following steps:
Data collection: Obtain real-time information from on-chain, off-chain, and decentralized data sources.
Model Inference: Using AI technologies such as supervised learning, unsupervised learning, reinforcement learning, and natural language processing for analysis and prediction.
Decision Making: Based on the collected data and inference results, use optimization engines and multi-agent systems to collaborate in formulating the best strategies.
Custody and Operation: You can choose a centralized or decentralized method to custody the AI model and execute operations through on-chain interactions.
Interoperability: Interact with various Decentralized Finance protocols through API integration and decentralized messaging.
Wallet Management: Use technologies like MPC wallets or TEE to ensure transaction security and autonomy.
1.3 The Connection Between DeFAI and the Concept of "Intention"
The vision of DeFAI is to enable users to autonomously manage their portfolios, simplifying the entry barriers to the crypto market. This is akin to the "intention" concept proposed by Paradigm. In intention-driven scenarios, users only need to focus on the trading outcomes without specifying the exact execution path. DeFAI can be seen as a new way to realize intentions and may integrate with concepts such as AI Agent, Solver, and Intent-Centric in the future, jointly promoting the large-scale application of blockchain.
2. Overview of DeFAI Related Projects
Currently, numerous innovative projects have emerged in the DeFi field, mainly including:
3. The Development Direction of AI Agents
The development of AI Agents in the financial sector faces two main directions: Game and DeFi.
3.1 Game Direction
Projects represented by M3 (Metaverse Makers) show potential, but there has not yet been a truly explosive AI game in the Web2 market. The game development cycle is long, and compared to the Depth direction, AI Games may require more market enthusiasm to support.
3.2 Decentralized Finance
The tokens related to DeFAI that rank among the top in market capitalization include GRIFFAIN, ANON, OLAS, etc. Among them, GRIFFAIN and ANON together account for 37.29% of the total market capitalization of DeFAI.
4. Outlook
The emergence of DeFAI aligns with the development trend of the strong financial attributes of blockchain. Both GameFAI and DeFAI showcase tremendous market potential.
The gaming direction may continue the concept of the metaverse, leveraging AI to achieve the autonomous evolution and prosperity of virtual worlds. The DeFi direction needs to shift from emotional speculation to actual value orientation; the development of AI Agents cannot solely rely on the Meme effect but must be supported by substantial DeFi returns.
As market competition deepens, the ultimate winner in the DeFi field will gradually emerge, and this process is worth our continued attention.