The Rise and Development of AI Agents in the Web3 World

Since the beginning of 2024, AI Agents have rapidly emerged in the Web3 field, becoming a new form of intelligent product. Serving as a bridge between model capabilities and specific business applications, AI Agents encapsulate underlying AI models into intelligent entities with task-oriented and autonomous capabilities, allowing them to directly perform tasks for users and generate economic activities.

AI Agent Protocol Stack Level

The AI Agent protocol stack can be divided into three main levels:

1. Infrastructure Layer: Provides the lowest level of operational support for agents, including core modules such as Agent Framework and Agent OS, as well as support modules like Agent DID and Agent Wallet.

2. Coordination and Scheduling Layer: Focus on multi-agent collaboration, task scheduling, and incentive mechanisms, including Agent Orchestration, Agent Swarm, and Agent Incentive Layer.

3. Application Layer: Includes subclasses such as Agent Distribution, Applications, and Consumption, such as Agent Launchpad, AgentFi, Agent Social, etc.

AgentFi: A Direction for Practical Feasibility and Value Implementation

AgentFi is currently the most promising direction to achieve "engineering feasibility + business availability", mainly focused on the following several sectors:

1. Lending: Automated interest rate arbitrage and cross-protocol capital allocation.
2. Trading category: Intent-based automated execution, leaning towards "trading assistant".
3. Liquidity Mining/LP Management: Automated execution of centralized LP strategies, the greatest technical challenges but the strongest potential.

Theoriq: Agent Swarm in Liquidity Management Practice

Theoriq aims to achieve an agent economy by coordinating a cluster of AI agents, with its flagship product Alphaswarm choosing liquidity management, which has the highest technical threshold, as its entry point.

Theoriq Alpha Protocol is a decentralized protocol designed to support multi-agent on-chain collaboration, featuring message coordination mechanisms, a public Agent registration system, and configurable Agent templates.

AlphaSwarm is a multi-agent system built on the Theoriq Alpha Protocol, consisting of three core agents: Portal Agent, Knowledge Agent, and LP Assistant Agent, achieving intelligent collaboration from strategy generation to on-chain execution.

Theoriq Ecological Cooperation and Community Development

Theoriq is building an ecological network that encompasses AI infrastructure, data collaboration, computing power acceleration, and community co-construction, collaborating with Google Cloud, NVIDIA, and others. At the data and computing level, it is constructing a modular capability network with several partners including Kaito and Arrakis Finance.

At the community level, Theoriq has launched a global ambassador program to enhance community engagement through various incentive measures. At the same time, it actively participates in global crypto conferences to continuously expand its influence in the AgentFi field.

Token Economic Model and Governance Mechanism

The $THQ token of Theoriq is positioned as the core "fuel" for a decentralized agent network, spanning protocol access, execution rights, economic incentives, and more. The total supply is fixed at 1 billion tokens, allocated to core contributors, investment institutions, community incentives, and the treasury.

$THQ holders can participate in the network and receive incentives in various ways, including staking, locking, and delegation mechanisms. The entire token mechanism is built around the deployment, operation, and accountability of the agents, forming a unique token design.

Project Financing and Team Background

Theoriq has completed two rounds of financing, and the team consists of AI experts and blockchain engineers from tech and financial giants such as Google and ConsenSys, with a strong background in artificial intelligence, product engineering, and protocol design.

Competitive Landscape of the Agent Market

Theoriq, as a multi-agent collaboration hub focused on DeFi scenarios, is distinct from general-purpose Agent networks like Olas and Talus. In the niche area of AgentFi + DeFi liquidity management, Theoriq faces relatively few direct competitors, with a high technical barrier and engineering complexity.

Summary

Theoriq focuses on the core pain points of DeFi, achieving a complete strategy loop by constructing a modular multi-agent system, representing a key path for AgentFi from concept to practicality. Although the technical implementation is challenging, Theoriq simultaneously possesses engineering feasibility and commercial value, with the potential to become a long-term infrastructure in the AgentFi field.