When it is still cold, comprehensively sort out the potential projects of the AI ​​Agent track

Author:0xJeff

Source: 0xJeff X Account

Compiled: Tim, PANews

Disclaimer: This is a simplified list and only includes top items sorted by market value or relevance. This list will be updated monthly due to market volatility. This article focuses on popular use cases in current major application scenarios and does not include many infrastructure projects.

1. Launchpad

AI agents need a powerful launch platform to publish and demonstrate their use cases, and Launchpad provides the best distribution channels.

Three major Launchpad types

• Universal
• 3D Ecological
• Investment-based DAO

1.1 General-purpose Launchpad

• Virtuals—As the first player to start the AI ​​agent track narrative, it ranks first with the largest number of high-quality agents
• ARC——is the second largest framework and launch platform on the Solana public chain
• Creator.Bid - is the second largest platform on the Base chain, with its top proxy projects such as AION and DKING

1.2 3D ecological Launchpad

• Holoworld AI—the first 3D ecosystem with cross-chain and multi-modality, extensive cooperation with multi-chain ecological projects
• Youmio (formerly Today) - known for its immersive 3D world with realistic animation
• Moemate AI—an ecosystem that integrates multimodal AI companions and has a huge Web2 user base

1.3 Investment-based DAO

• daos.fun——is the first decentralized hedge fund operation platform on Solana’s chain, supporting users to manage funds independently. Ai16z is the first DAO practice case in its ecosystem.
• daos.world - is a similar platform on the Base chain, focusing on incubating DAOs with unique product attributes (such as YapTrade, Hardwaire, etc.)

2.DeFAI

Empower the DeFi track with the most potential AI and strengthen the value proposition of decentralized finance

Three core tracks

• Abstraction layer: Simplifying complex DeFi interaction interface and AI protocol that enhances user experience
• Trading agent: an automated strategy tool based on AI algorithms and autonomous transaction execution
• AI-driven dApp: Decentralized applications that use machine learning to handle complex DeFi operations

2.1 Abstract layer

• Hey Anon - Focus on research and execution, created by Daniele
• Griffain – The first abstraction layer known for using the well-known whale tracking agent Moby AI
• Bankr - an intelligent assistant integrated into X platform, Farcaster and its own terminals

2.2 Independent transaction agency ecosystem

• Cod3x - the most advanced automated trading ecosystem, integrating technical analysis (TA) Allora uses machine learning models and other tools to realize agent-independent trading
• Almanak - a quantitative transaction agent for institutional users, focusing on backtest verification and data privacy protection

2.3 AI-driven dApp

• Giza - Revenue Optimization Smart Assistant, focusing on helping users maximize stablecoin revenue on Mode and Base chains
• Olas - developed by the leading AI agent development team, has built a number of products (such as Modius and Optimus) to support portfolio optimization on the Mode and Optimism chain
• Ampllifi - BTC and stablecoin revenue management tool based on AI strategy

3.GambleFAI

An innovative track to use artificial intelligence technology to make independent betting to improve the winning rate of gambling. The popularity of the track is due to the practical case of Billy Bets - this independent betting agent started with an initial fund of US$100,000, successfully achieving sustainable and stable profits (positive returns performance).

3.1 Head GambleFAI Agent

• Billy Bets - the most accurate betting agent, supported by Sportstensor (SN41), achieving a stable return rate of about 10% for betting strategies.
• DKING——Sports Betting DAO, builds the football match data ecosystem based on Score (SN44) computer vision + prediction model
• Aion - an AI prediction agent powered by Infinite Games (SN6) can achieve probability prediction of events in the Polymarket market: the competition optimization mechanism of 256 large language models continues to improve prediction accuracy and generate the most accurate market results.

4. AI applications in the entertainment field

Intelligent agent ecosystem covering game interaction, dance choreography, music creation and video production

Four core directions

• Game AI Agent: Developing game NPCs and battle robots with independent decision-making capabilities
• Virtual Idol (AIDOL): builds digital idols with personality characteristics, supporting real-time interaction and content generation
• Music Generation: Composition/arrangement tools and performance-based virtual singers based on AI algorithms
• Video production: an AI platform for automated video editing, special effect generation and multimodal content creation

4.1 Gaming AI field

Under the wave of revival of the meta-universe, the game industry is evolving in the form of an agent meta-universe. Through AI, we will build a human-computer game ecosystem.

• NRN Agents - Focusing on reinforcement learning and technology research and development, creating game agents that can continuously evolve based on user behavior feedback, realizing human-computer combat experience.

• Indie.fun——Pump.fun upgraded independent game development platform, empowering the creator ecosystem through the game binding token mechanism. The platform integrates an AI proxy system and cooperates with the NRN reinforcement learning technology team to accelerate the development iteration of in-game agents.

• Realis - Create a virtual world of simulation on Earth: Carrying an AI agent ecosystem and observing its civilization evolution laws.

• Hyperfy 3D - a world infrastructure developer, specializing in developing 3D space architecture solutions for AI agents under the ElizaOS ecosystem.

4.2 Personalized AI Agent (AIDOL)

The virtual idol industry has ushered in a technological breakthrough, which can realize the digital presentation of all scenes such as stage performances, singing and dancing interactions.

Key cases

• Luna—the most mature virtual idol IP in the encryption field, has implemented on-chain interaction and economic model closed loop in Story
• Eliza - Luna upgraded AI idol solution developed based on ai16z framework
• god—Innovative AI existence project, exploring the concept of decentralized digital gods

4.3 AI music generation track

Artificial Intelligence Technology Drives the Revolution of Music Creation

Representative Project

• Zerebro AI - a pioneer in music agency, successfully topped the hot list of multiple platforms
• Music By Virtuals - Smart Music Generation Platform, in-depth cooperation with DJ Wukong and Luna virtual idols to create hit singles

4.4 AI video generation track

Artificial intelligence technology reshapes the film and television creation process

Innovation Cases

• DO KWEEN - a pioneering AI film and television project, creating Netflix-level original content with a treacherous aesthetic style, and its generated scripts accurately map the cyclical rhythm of the encryption market.
• Sandy Codex - a basic video framework developer, providing multimodal content generation architecture for AI agents (currently in the early stage of development)

5. AI infrastructure

Among the main categories of AI infrastructure, only a few relatively more popular tracks are listed:

• Framework and toolkit: Infrastructure building blocks, providing standardized development support
• Trusted Execution Environment (TEE): The core technology for implementing data secure computing through hardware isolation mechanism
• Cluster collaboration (multi-agent orchestration): the organizational structure of distributed agent collaboration system

5.1 Framework and Toolkit

Empower developers to quickly build core categories with complete functions

• ai16z - the largest framework with nearly 15,000 GitHub star signs and 4,700 forks
• ARC - the second largest ecosystem, won 3100 stars and has the underlying support of Solana blockchain
• GAME - Virtuals launched an autonomous learning evolution framework, which belongs to a closed source framework but supports testing in a GAME sandbox environment
• SendAI AI – Agility Development Kit: High-frequency Tool Set that integrates 20+ Solana Eco-Protocols

5.2 Trusted execution environment TEE

• Phala Network - The team took the lead in applying TEE technology to the security verification of agents to achieve accurate identification of human-machine identity. Its innovative experiments include a cooperation project with spore.fun
• Freysa - Through the gamified interaction paradigm, it pioneered the TEE agent jailbreak technology and promoted the spread of technology

5.3 Cluster collaboration (multi-agent orchestration)

• SNAI - launches a serverless AI agent cluster to support collaborative work between agents to increase application scenarios (such as X platform content summary generation, automatic report writing and email sending, etc.)
• FXN——Engineering in establishing industry-wide standards for communication and resource sharing between agents
• Quest Flow - Multi-agent collaborative orchestration network, optimizes workflow by scheduling multiple agents. This project was selected for Y Combinator China 2023 Autumn Incubation Plan
• Santa by Virtuals——Introduces a virtual resource dynamic allocation management system, focusing on optimizing resource configuration of the Virtuals platform

6. InvestmentDAO - Agent (3,3)

Hedge funds managed by humans or AI agents invest in other AI agent projects -that is, the intelligent interpretation of the game theory model of the encryption circle classic (3,3).

• Aiccelerate—— committed to promoting the large-scale development of artificial intelligence technology through the decentralized AI finance (DeFAI) framework and its rapid incubation system and distribution channels.
• VaderAI - a top investment DAO in the virtual ecosystem, focusing on supporting virtual agent projects. Recently, the Early Agent Offering (EAO) mechanism was launched, and early investment interests in high-quality agent projects can be obtained by pledging $VADER tokens (such as the Billy project that has been successfully launched recently)
• aixcb——Investing in DAO in the fields of artificial intelligence and decentralized science (DeSci), and deepening scientific research and innovation projects for virtual ecology

7. Consumer-grade applications

Focus on an ecosystem of highly consumer-oriented applications. It is mainly divided into two categories:

• AI App Store (using AI's codeless/low-code consumer-grade application building platform)
• Vertical domain agent (Web2 application scenarios empowered by blockchain)

7.1 AI App Store

• MyShell - a leading platform with a huge number of developers and users. Focus on generative AI application development, such as: 2D companion simulator, image generation tool, and visual novel creation platform.
• ALCHEMIST AI - the first application development platform that supports full-scenario construction. Recently, the game engine module has been launched to support developers to create better AI products.
• HeyTracyAI - a sports event commentary and data analysis platform based on artificial intelligence, started in NBA events.
• TravelAI - Use AI to match you with the best price hotels, flights and offline services.
• Perspective AI - a decentralized fact-checking platform to combat fake news.

8 InfoFi

I think the best AI application scenario at present is to provide executable in-depth insights and high-value information (i.e., Alpha) through AI agents and AI-driven dashboards.

Three core categories

• ​Alpha information agent
• ​Safety agent
• ​Instrument dashboard

8.1Alpha information intelligent body

This is the first application scenario after Personality Agents/idols. This type of agent can share alpha information on the X platform, conduct technical analysis (TA), and conduct in-depth discussions on the project.

• AIXBT - Terminal KOL Intelligent, which can not only release high-value market signals (alpha), but also interact in the tone of in-depth players, and become a top-notch KOL.
• Moby AI - an intelligent body that focuses on monitoring the trends of giant whales, tracking the changes in holdings of large players on the chain in real time, helping you adjust your positions in a timely manner.
• Rei - Provides an agent with comprehensive project analysis, covering multiple dimensions such as token economics, team background, and on-chain data.

8.2 Security Agents

This type of agent helps you complete technical due diligence efficiently and avoid the risk of blindly following false/fraud projects.

• SOLENG - In-depth analysis project GitHub code base, disassembles the advantages and potential vulnerabilities of the technical architecture to assist you in making rational decisions.
• BevorAI - Smart contract auditing agent, automatic detection of code vulnerabilities and contract logic risks.
• H4CK Terminal - a white hat security agent, actively participates in the bug bounty program, providing security protection and reinforcement for other protocols.

Honorary recommendation

• Anti Rug Agent - Token due diligence tool ceiling, must-have for preventing runaway
• RepoAnalyzer—GitHub code base automation analysis assistant
• JailbreakMe - Security offensive and defense test agent, simulate attacks to verify protocol defense capabilities

8.3 Agent Dashboard

My favorite category is that it integrates accurate public opinion analysis and on-chain data tracking, which can be regarded as the ultimate decision panel of the intelligent track.

• Cookie DAO - A top dashboard focusing on AI agent social public opinion analysis, Agent Cookie shares data insights in real time through the X platform.
• GoatIndex.ai - an AI agent focused on the Solana ecosystem and provides an exclusive data board for Solana AI Hackathon to track project progress and developer dynamics in real time.
• Decentralised.Co——Intelligent sensing market dashboard, integrated multi-dimensional tracking functions: including open source framework analysis, specific agent behavior monitoring, a16z investment portfolio trends, virtual economic ecology and other unique modules.

This issue has come to an end . There are many other subcategories, especially the Infrastructure Level (Infra) projects, such as:

• Bittensor
• Allora
• Prime Intellect
• Nous Research
• Nillion
• NEAR
• Grass
• Vana

This content series will continue to be updated, so please stay tuned.