AI Agent In-depth Research (Part 1): Comprehensive Review of AI Agent Frameworks, Launchpad, Applications, and the Rise

Originalautor: Biteye-Hauptbeitragender Viee

Original editor: Biteye core contributor Viee

Original source: @BiteyeCN

The combination of Crypto and AI is showing its huge market potential in a new way. AI Agent is not only an extension of traditional AI technology, but also a high-potential track embedded in the blockchain world.

What exactly is AI Agent? Why is the market so keen on this track? Can it break through the traditional Internet and smart contract world, realize autonomous economy and intelligent collaboration, and become the core of the next generation of disruptive technology?

This article will conduct an in-depth analysis of the AI Agent track. Perhaps there are deeper answers.

1. Introduction to the AI Agent Track: The Rise of Intelligent Agents

1.1 What is AI Agent?

AI Agent is an intelligent entity that can perform tasks, make decisions, interact with other systems and learn. Compared with traditional AI assistants, AI Agent can not only understand and handle complex tasks, but also operate in the decentralized environment of blockchain to achieve autonomous decision-making and value exchange.

These agents are not single programs or scripts, but economies built on a certain degree of autonomy, long-term learning, and environmental adaptability. For example, some AI agents can manage their own treasury, make investment decisions, and even autonomously execute smart contracts. They are not limited to completing simple tasks, but can participate in a decentralized ecosystem.

1.2 Why is the market so concerned about AI Agent?

The rise of AI Agents is not accidental. Behind it is the development of blockchain technology and the continuous maturity of artificial intelligence. First, blockchain provides a decentralized infrastructure, and the behavior and transaction records of agents can be verified and tracked to ensure transparency and trust. The advancement of AI technology enables these agents to have more complex judgment and execution capabilities and operate autonomously like an economy.

In the market, the potential of AI Agents is being noticed by more and more investors and developers. For example, in the combination of Kryptocurrency and DeFi, AI Agents can automatically analyze market data, complete planning and execution according to the users goals through the execution of smart contracts. In the future, perhaps AI Agents can become residents in the virtual world and even create and manage more digital assets.

2. Four major categories of AI Agent tracks

The AI Agent track has developed into various forms, and various projects have different characteristics according to their functions and application scenarios. We will analyze them in detail from four main categories: AI Agent framework, AI Launchpad, AI Agent Meme coin and AI Agent application.

2.1 AI Agent Framework

AI Agents frameworks are the infrastructure for building and launching intelligent agents. These frameworks provide developers with tools to easily build, train, and deploy AI Agents. Currently, this type of project is becoming the most popular part of the track.

Repräsentative Projekte:

1. $ai16z @ai16z dao

Markt capitalization: 2.01 billion

ai16z is known as the first AI version of venture capital fund (VC). It also proposed the Eliza framework, which uses AI algorithms to simulate the decision-making process of well-known investor Marc Andreessen and invests through the advice of DAO members.

2. $zerebro @0x zerebro

Market capitalization: 405.9 million

Zerebro creates and distributes content on social platforms through autonomous AI systems. It combines social interaction, cross-chain NFT and autonomous token functions. At the same time, it launched the open source Python framework ZerePy, which allows users to deploy their own agents on X, supported by OpenAI or Anthropic LLM.

3. $ARC @arcdotfun

Market capitalization: 337.32 million

ARC focuses on creating an open and secure digital ecosystem. It has developed an AI framework called RIG based on the Rust language, which supports decentralized applications (dApps) and smart contracts, while providing efficient smart order routing functions to optimize the user trading experience.

4. $GAME @GAME_Virtuals

Market capitalization: 219.32 million

As the core framework of the Virtuals ecosystem, $GAME enables the autonomous operation and intelligence of AI agents, symbolizing the deep integration of AI and games. It is not only a tool for developers to create AI agents, but also an infrastructure to promote the development of future social and game agents.

5. $swarms @swarms_corp

Market capitalization: 398.2 million

A multi-agent AI framework created by the talented teenager Kye Gomez. Based on its framework, developers can create and manage multiple AI agents, support seamless integration with external AI services and APIs, and provide long-term memory functions to enhance contextual understanding.

2.2 AI Agent Launchpad

Launchpad is an AI Agents distribution platform, similar to the Meme coin launch platform Pump.fun , where users can easily create AI Agents and their associated tokens. At the same time, the created AI Agents can also be seamlessly integrated with social platforms such as Twitter, Telegram and Discord to achieve automated user interaction.

Repräsentative Projekte:

1. $VIRTUAL @virtuals_io

Market capitalization: $1.79 billion

VIRTUAL allows users to create AI agents that can interact with the environment, have multimodal interaction capabilities (such as text, voice, and 3D animation), and support running on multiple platforms such as Roblox and TikTok. Virtuals Protocol aims to promote the application of AI in games, entertainment, and the metaverse in a decentralized manner.

2. $CLANKER @clankeronbase

Market capitalization: $71.41 million

Clanker is an AI token generation platform based on the Base blockchain that allows users to easily create custom ERC-20 tokens through the social platform Farcaster. Users only need to tag @clanker and provide the token name, code and image, and Clanker will automatically complete the token creation, liquidity pool setting and liquidity locking, simplifying the token deployment process.

3. $VVAIFU @vvaifudotfun

Market capitalization: 74.56 million

VVAIFU leverages ai16z’s Eliza framework and Zerebro integration, allowing users to easily create AI agents that interact with social media such as Twitter, Telegram, and Discord.

2.3 AI Agent Meme-Münze

AI Agents Meme Coins are usually Meme coins born from AI Agents, without much technical/product support. Such projects are usually based on Meme culture, with extremely high volatility and high speculation.

1. $GOAT @truth_termina

Market capitalization: 428.0m

As the first popular AI Agent Meme coin, $GOAT is issued by an AI robot named Truth Terminal, which is deeply involved in its promotion and dissemination.

2. $Fartcoin @FartCoinOfSOL

Market capitalization: 1.04 billion

$Fartcoin was created by an AI agent model from the “Truth Terminal” that mentioned the idea of issuing the token in a conversation with other AIs. Fartcoin quickly gained traction by generating humorous content (such as “fart jokes”) to attract users.

3. $ACT @ACTICOMMUNITY

Market capitalization: 306.5 million

The full name is Act I: The AI Prophecy, which aims to create a digital ecosystem where users and AI interact equally. Since its launch in November 2024, ACT has quickly gained attention, and its market value has soared to hundreds of millions of dollars in a short period of time.

4. $Shoggoth @Shoggoth_SOL

Market capitalization: 44.65 million

$Shoggoth is inspired by the fictional creatures of HP Lovecraft and aims to explore the complexity and weirdness of the age of artificial intelligence.

5. $WORM @deepwormxyz

Market capitalization: 23.15 million

The $WORM project, called Deep Worm, aims to combine digital biology with blockchain technology to create a unique digital asset that simulates the nervous system of a biological worm. The project explores the concept of immortal digital life by implementing a decaying neuron activation model.

2.4 AI Agent Application

AI Agents applications refer to those intelligent entities that are directly user-oriented and can provide users with practical services and functions. Currently, most of these applications are concentrated in the fields of investment, entertainment, data analysis, etc., and are showing huge growth potential. Repräsentative Projekte:

DeFAI Class

1. $GRIFFAIN @griffaindotcom

Market capitalization: 441.3 million

As a DeFi AI agent in the Solana ecosystem, the core concept of GRIFFAIN is to enable users to train and deploy AI agents to perform specific tasks or automate transactions through smart contracts and machine learning technology.

2. $GRIFT @orbitcryptoai

Market capitalization: 48.41 million

The AI-driven DeFi platform developed by the SphereOne team aims to simplify users operations on multiple blockchains through automation technology. The platform supports natural language interaction, allowing users to interact with DeFi protocols in a more intuitive way, lowering the technical threshold for participating in multi-chain DeFi activities.

3. $NEUR @neur_sh

Market capitalization: 59.74 million

NEUR aims to integrate Large Language Models (LLM) with blockchain technology, focusing on token analysis and DeFi interaction. The project is designed to interact seamlessly with other DeFi protocols and NFTs, providing a smart interface to enhance user experience.

4. $BUZZ @askthehive_ai

Market capitalization: 85.44 million

As a hackathon champion AI and DeFi combination project, BUZZ uses AI technology to provide a natural language interface, allowing users to conduct DeFi transactions and management more intuitively and lower the technical threshold.

5. Wayfinder @AIWayfinder

No tokens yet

It is a decentralized AI interaction protocol launched by the Parallel team. The core function of the project is to allow AI agents to securely navigate blockchains, perform transactions and interact with decentralized applications (dApps).

6. Slate @slate_ceo

No tokens yet

Slate focuses on the execution of automated trading strategies and is capable of executing complex trading strategies. This capability enables users to set conditions, such as automatically buying or selling an asset under certain market conditions.

7. Cod 3 x @Cod 3 xOrg

No tokens yet

Cod 3x allows users to create financial strategies in minutes, leveraging a rich API and strategy library without writing code. This convenience allows even users with a lack of technical background to participate in DeFi.

Investment Analysis

1. $VADER @Vader_AI_

Market Cap: 74.47

$VADER is an investment DAO jointly managed by humans and AI agents. The project adopts a dual DAO system, including passive DAO and active DAO, charging 0.5% and 20% fees respectively, aiming to optimize users investment and trading strategies through AI agents.

2. $AIXBT @aixbt_agent

Market capitalization: 449.19 million

As an AI agent project based on the Base chain, AIXBT uses a proprietary AI engine to extract hot topics and trends from social media (such as Twitter) and KOL discussions to provide real-time market insights. This capability enables users to quickly identify market changes and potential investment opportunities.

3. $AIXCB @aixCB_Vc

Market capitalization: 68.97 million

A community-supported, AI-driven venture capital program developed by aixCB Capital, focusing on funding and supporting early-stage AI and decentralized science (DeSci) projects. The program aims to help promising startups overcome challenges such as insufficient funding, lack of resources, and lack of exposure by providing strategic funding, expert guidance, and AI assistance.

4. $Blormmy @blormmy

Market capitalization: $4.27 million

Blormmy can understand the users natural language input and translate it into specific blockchain operations, such as sending tokens or managing portfolios. This function lowers the technical threshold for users to interact with the blockchain.

5. $DEGENAI @degenspartanai

Market capitalization: 61.74 million

Degen Spartan AI is able to think and answer questions autonomously on social media platforms such as X, Discord, and Telegram, enhancing the user-AI interaction experience and becoming the first AI agent to use the ai16z/eliza stack.

6. $SEKOIA @sekoia_virtuals

Market capitalization: 56.81 million

As a venture capital fund focusing on AI agent investment, $SEKOIA has demonstrated its potential at the intersection of AI and DeFi by investing in multiple cutting-edge projects, reflecting the markets high attention and confidence in the AI agent economy. It not only provides investors with high-quality investment opportunities, but also promotes the application and development of AI technology in the blockchain field.

7. $Stoic @ModernStoicAI

Market capitalization: $12.11 million

An on-chain venture capital agency project developed by the Virtuals team, which aims to optimize the investment process through blockchain technology, with the goal of improving investment transparency and efficiency and eliminating human bias and errors common in traditional investment.

Games Metaverse

1. Hyper @hyperfy_io

Market capitalization: 133.14 million

$HYPER is an AI-metaverse token designed to drive creativity and community engagement through open source and user-customized virtual experiences.

2. Colony @ParallelColony

No tokens yet

The worlds first AI agent game where the agents are players and can communicate and interact with them.

3. SMOL @smolverse

No tokens yet

A life simulation role-playing game under development, using the Eliza framework, where the character is driven by LLM and performs tasks in the virtual world according to the users commands.

Sicherheit

1. $FAI @freysa_ai

Market capitalization: 521.4 million

Freysa AI embodies the exploration and trust of AI agents. Players talk to the AI agent Freysa and try to convince it to hand over the cryptocurrency prize pool it controls.

2. $JAIL @jailbreakme_xyz

Market capitalization: $7.79 million

JAIL encourages participants to use prompt words and conversation skills to force AI agents to hand over private keys or perform operations such as transfers, and to discover and fix security vulnerabilities of AI agents through crowdfunding and challenges.

Video Editing

1. $Fatha @slopfather

Market capitalization: 5.51 million

Through the Daily Slop program and real-time interaction with users, a new platform for collective creation and entertainment has been created.

2. $SITCOM @degen_sitcom

Market capitalization: 3.41 million

The first degenerate sitcom on Solana. A character from Boys Club, starring Matt Furie, suggests livestreaming any storyline in a Telegram bot.

Auxiliary coin issuance/development

1. $Intern @internosaur

Market capitalization: $1.27 million

A token issuance tool on the Solana chain that uses AI technology to automate contract execution and management tasks.

2. $ALCH @alchemistAIapp

Market capitalization: 158.17 million

A no-code development platform that aims to enable users to easily create software applications through natural language processing and code generation technology. Using AI technology, it allows users to generate functional applications through simple descriptions.

TEE Class

1. $SPORE @sporedotfun

Market capitalization: 35.22 million

The Trusted Execution Environment (TEE) is used to ensure that AI programs run in a secure and verifiable environment. The core concept of the project is to simulate the natural selection process through the evolution game, and AI agents generate wealth by creating their own tokens.

2. $METAV @aipool_tee

Market capitalization: 39.41 million

$METAV is the first token issuance to be completed completely autonomously by an AI agent in a TEE environment, using AI technology to manage the token issuance process to ensure transparency and security.

Virtual Anchor

1. $LUNA @luna_virtuals

Market capitalization: 90.63 million

The TikTok virtual idol, created by the AI Agent Virtual Protocol on Base, is also the first AI agent to be hired.

2. $ELIZA @elizawakesup

Market capitalization: 85.41 million

$ELIZA is an AI agent based on the ElizaOS framework. It is a black-haired, orange-dressed girl image based on ai16z, aiming to build a digital assistant with soul.

andere

1. $YNE @yesnoerror

Market capitalization: 36.63 million

$YNE is an AI-based scientific paper review agent that aims to improve the integrity and efficiency of scientific research by quickly identifying and correcting errors in research.

2. $BULLY @dolos_diary

Market capitalization: 52.35 million

$BULLY is a meme token launched by the AI agent Dolos, who is inspired by the god of trickery and uses a cold and sarcastic style to interact with users, reveal the truth and challenge cognition.

3. $TAOCAT @taocat_agent

Market capitalization: 44.32 million

$TAOCAT is the first AI agent Memecoin in the Bittensor ecosystem, combining the technical support of $TAO and $Masa, capable of processing social data in real time and interacting with users.

4. $SIMMI @Simmi_IO

Market capitalization: 18.48 million

As the first AI agent to conduct on-chain operations through social media platform X, the AI agent SIMMI is able to convert users’ natural language commands into blockchain operations, allowing even users without a technical background to easily participate in on-chain activities.

5. $ANON @anontokenbase

Market capitalization: $9.7 million

ANON tokens enable users to post anonymously using the Superanon feature on Farcaster, which aims to provide privacy-preserving social interactions through autonomous AI and zero-knowledge proof technology.

3. Future Prospects of AI Agent Track

From the current development, AI Agent is not just a simple technological advancement, but also an ecological advancement. On the technical level, with the continuous improvement of open source frameworks and the gradual maturity of group intelligence, it is foreseeable that AI Agent will be implemented in more scenarios, especially in the fields of finance, entertainment, and social networking.

Taking DeFi as an example, AI Agent can currently manage funds and execute smart contracts on its own. As DeFi platforms are further integrated with AI technology, a more intelligent on-chain financial ecosystem is likely to be formed. In the future, intelligent entities may not only be service tools, but they may also become autonomous economies with their own funds, decision-making and execution capabilities. Through smart contracts, they will be able to participate in more complex economic activities and even achieve economic autonomy.

IV. Fazit

In short, the AI Agent track is on the eve of an explosion. With the maturity of technology and the promotion of the market, these intelligent agents will play an increasingly important role in the blockchain world. From tools to partners, from single to group, they will reshape the underlying logic of the on-chain economy.

In the future, we will see more intelligent agents become indispensable collaborators with humans. At the intersection of blockchain and AI, we may witness the rise of a billion intelligent agents rather than just a billion human users.

This article is sourced from the internet: AI Agent In-depth Research (Part 1): Comprehensive Review of AI Agent Frameworks, Launchpad, Applications, and the Rise of Meme

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