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DeFAI Leads a New Wave of AI Agents: Analyzing Market Trends and Project Prospects
DeFAI: Can the integration of AI and Decentralized Finance lead a new wave of AI Agents?
1. Overview of DeFAI
1.1 DeFi definition
DeFAI is the combination of AI and Decentralized Finance. Although AI-related concepts have gone through multiple rounds of hype, DeFAI is becoming a new breakthrough trend. Currently, DeFAI is mainly divided into three categories: AI abstraction, autonomous DeFi agents, and market analysis and prediction.
1.2 DeFi Operating Mechanism
The core of the DeFAI system is the large language model (LLM), which operates on multiple levels:
Data Collection: Obtain information from on-chain, off-chain, and decentralized data sources.
Model Inference: Use AI technologies such as supervised learning, unsupervised learning, reinforcement learning, and natural language processing for analysis.
Decision Making: Use optimization engines and multi-agent systems to collaborate in formulating the best strategy.
Custody and Operation: The custody model can be centralized or decentralized.
Interoperability: Interacting with various Decentralized Finance protocols through APIs and decentralized messaging.
Wallet Management: Securely manage keys using MPC wallets or TEE technology.
1.3 DeFAI Vision and the Concept of "Intent"
The vision of DeFAI is to enable users to manage their portfolios autonomously, allowing everyone to easily participate in cryptocurrency market trading. This resonates with the concept of "intent," where users only need to focus on the trading results rather than the execution process. Future blockchain applications may integrate concepts such as AI Agent, Solver, Intent-Centric, and DeFAI.
2. DeFAI Related Projects
The DeFi field has seen the emergence of multiple innovative projects, including:
3. The Development Direction of AI Agents
The development of AI Agents in the financial sector faces two main directions: gaming ( Game ) and Decentralized Finance.
3.1 Game Direction
Projects represented by M3 show potential, but there have yet to be any truly explosive AI games in the Web2 market. The game development cycle is long and requires more market enthusiasm for support.
3.2 Decentralized Finance
The DeFAI projects ranked at the top by market capitalization include GRIFFAIN, ANON, OLAS, etc. Among them, GRIFFAIN and ANON together account for 37.29% of the total DeFAI market capitalization.
4. Outlook
The development prospects of DeFAI are broad, whether it is GameFAI or DeFAI, both show huge potential. The gaming direction may continue the concept of the metaverse, achieving autonomy and prosperity. The DeFi direction needs to shift from emotional hype to actual value orientation. The success of AI Agents should not rely solely on Memes, but should be supported by substantial DeFi returns. The ultimate outcome of market competition is worth looking forward to.