Delphi Digital interprets ElizaOS v2: new architecture, new possibilities

Author: Delphi Digital

Compilation: Deep-Tide TechFlow

AI agents are evolving from simple tools to fully autonomous entities. @ElizaOS plays a key role in this transformation, empowering AI agents with the ability to manage funds and operate business in Web3.

The following is how ElizaOS v2 leads the key innovation of AI-driven economy in the future.

The Independence of AI: Towards Autonomy

ElizaOS was originally an AI framework focused on Web3 automation. In version 1, AI agents could interact with smart contracts and blockchain data, while version 2 achieved significant improvements in functionality.

Now, AI intelligent agents can not only execute simple commands but also independently manage workflows, operate businesses, and develop financial strategies.

Comprehensive upgrade of the architecture

The architecture upgrade of ElizaOS v2 has brought stronger capabilities to the AI intelligent agent:

Modular core framework: Developers can customize AI agents without modifying the core code, significantly improving deployment efficiency and scalability.

Unified abstraction layer: supports AI intelligent agents to seamlessly manage multi-chain assets, simplifying the complexity of cross-chain operations.

Event-driven architecture: enabling AI agents to respond to data updates in real time, performing more efficiently in scenarios such as DeFi (decentralized finance), governance, and logistics.

These improvements significantly enhance AI’s flexibility, mission planning capabilities, and ability to perform complex tasks.

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Smarter Decision-Making: Hierarchical Task Networks (HTNs)

One of the highlights of ElizaOS v2 is the introduction of Hierarchical Task Networks (HTNs).

HTNs allow AI to decompose high-level goals into a series of structured steps and dynamically adjust plans when the environment changes.

For example, an AI agent for managing investment strategies can:

Analyze real-time market conditions;

dynamic portfolio rebalancing;

Execute trading operations independently without continuous human intervention.

This feature not only enhances the decision-making ability of AI, but also opens up new possibilities for its application in complex fields such as finance and logistics.

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AI applications in the real world

With the powerful functions of ElizaOS v2, AI intelligence is manifested in being able to accomplish tasks that were impossible in the v1 version.

Here are some typical application scenarios:

AI-powered investment DAOs that can automatically assess risk, allocate funds, and optimize yield strategies in DeFi (decentralized finance);

AI legal intelligent body: able to draft and review smart contracts, providing legal support for commercial transactions;

AI-driven marketplace: Listing and pricing NFTs based on market demand, while handling customer interactions and managing disputes, dramatically improving marketplace efficiency and user experience.

From simple automation to fully autonomous AI management, this transformation has gradually become a reality.

AI’s deep application in DeFi

AI agents powered by ElizaOS are showing great potential in the DeFi space.

These intelligent agents are able to:

Discover arbitrage opportunities: capture market spreads through real-time monitoring across DEX.

Manage liquidity pools: dynamically adjust asset allocation to optimize returns;

Automated Execution Trading Strategy: Completing complex investment operations independently without human intervention.

Through ElizaOS v2, AI has taken on the core role of investment management, not just as an assistant tool for traders.

Another innovation of ElizaOS is the “Autonomous Investor”, an AI-powered social platform. The platform crowdsources trading suggestions through users and uses AI to rank them to filter out the best strategies.

In the long run, Eliza plans to deeply integrate this feature with DAO and investment portfolio management systems to provide users with a smarter and more efficient investment experience.

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AI will take over Web3 business operations across the board

Beyond DeFi, the application scope of AI is expanding into broader business management areas. Imagine an AI-driven DAO that can be based on real-time market analysis:

Develop fund management and allocation strategies;

Dynamically adjust capital allocation;

Propose governance changes to improve operational efficiency.

In addition, the AI-operated NFT market can:

Analyze user behavior and adjust the pricing of digital assets in real time;

Complete transaction processing without the need for human intervention.

Through these innovations, AI is driving the Web3 business into a new era of autonomy.

The capabilities of ElizaOS are constantly being expanded through practical applications:

Humanoid robot integration: Eliza-driven AI is being applied to humanoid robots, enabling them to perform both digital tasks and physical tasks simultaneously, such as warehouse automation or logistics management;

DegenSpartanAI: This is an AI trading agent developed based on the ElizaOS framework, which combines sentiment analysis and automated trading strategies to provide an intelligent solution for DeFi investment.

These developments are making ElizaOS gradually become the core framework of decentralized AI applications.

Future directions

Although ElizaOS v2 has achieved significant functional enhancements, full autonomy of AI still faces some technical challenges:

Multi-agent collaboration: How to expand AI agents to deal with complex multi-agent collaboration tasks is still an important challenge;

Language expansion: Currently ElizaOS is mainly based on TypeScript, and in the future it needs to support languages such as Python and Rust to meet the needs of a wider range of developers.

Looking ahead, the next phase of ElizaOS will focus on deeper automation, intelligent governance, and exploration of new areas.