When it is warm and cold, comprehensively review the potential projects of the AI Agent track

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

Author:0xJeff

Compiled by: Tim, PANews

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

1. Launchpad

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

Three main Launchpad types

• Universal

• 3D ecotype

• Investment-oriented DAO

1.1 Universal Launchpad

• Virtuals, as the first player to start the AI agent track narrative, ranks first with the largest number of high-quality agents.

• ARC is the second largest frame and launch platform on the Solana public chain

• Creator.Bid is the second largest platform on the Base chain, and its top proxy projects are AION and DKING

1.2 3D Ecotype Launchpad

• Holoworld AI is the first cross-chain multimodal 3D ecosystem, and cooperates extensively with multi-chain ecosystem projects

• Youmio (formerly Today) is known for its immersive 3D world of realistic animation

• Moemate AI integrates an ecosystem of multimodal AI companions and has a large Web2 user base

1.3 Investment-oriented DAO

• daos.fun is the first decentralized hedge fund operation platform on the Solana chain, supporting users to independently manage funds. 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 DeFi Track with the most potential AI and strengthen the value proposition of decentralized finance

Three core sub-tracks

• Abstract layer: AI protocols that simplify complex DeFi interactive interfaces and enhance user experience

• Trading agent: An automated strategy tool based on AI algorithms and autonomous execution of transactions

• AI-driven dApps: Decentralized applications that use machine learning to handle complex DeFi operations

2.1 abstraction layer

• Hey Anon focuses on research and execution, created by Daniele

• Griffain ‘s first abstraction layer known for using well-known whale tracking agent Moby AI

• Bankr ‘s smart assistant integrated into the X platform, Farcaster and its own terminal

2.2 Autonomous transaction agency ecosystem

• Cod3x’s most advanced automated trading ecosystem, integrated technical analysis (TA) Allora uses tools such as machine learning models to enable autonomous trading by proxy

• Almanak ‘s quantitative transaction agent for institutional users focuses on backtest verification and data privacy protection

2.3 AI-driven dApp

• Giza Revenue Optimization Intelligent Assistant focuses on helping users maximize stablecoin revenue on the Mode and Base chains

• Developed by Olas’head AI agent development team, he has built multiple products (such as Modius, Optimus) to support portfolio optimization on Mode and Optimism chains

• Amplifi ‘s AI-based revenue management tool for BTC and stablecoin

3.GambleFAI

An innovative track that uses artificial intelligence technology to conduct independent betting to improve the betting winning rate. The track’s popularity stems from the practical case of Billy Bets, an independent betting agent that started with an initial capital of US$100,000 and successfully achieved sustained and stable profits (positive earnings performance).

3.1 Head GambleFAI Agent

• Billy Bets ‘most accurate betting agent, supported by Sportstensor (SN41), achieves a stable return of approximately 10% on betting strategies.

• DKING Sports Contest DAO, relying on Score (SN44)’s computer vision + prediction model to build a football event data ecosystem

• Aion’s AI prediction agent, which is technically supported by Infinite Games (SN6), can achieve probability prediction of events across the entire field in the Polymarket market: continuous improvement of prediction accuracy through the competitive optimization mechanism of 256 large language models and generate the most accurate market results.

4. AI applications in entertainment

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

Four core directions

• Game AI Agents: Develop game NPCs and battle robots with independent decision-making capabilities

• Virtual Idol (AIDOL): Build digital idols with personalized characteristics and support real-time interaction and content generation

• Music generation: AI algorithm-based composition/arrangement tools and performance virtual singers

• Video production: AI platform for automated video editing, special effects generation and multimodal content creation

4.1 Game AI field

Under the wave of revival of the metaverse, the game industry is evolving in the form of an agent metaverse. Build a human-machine game ecosystem through AI-driven game mechanism innovation.

• NRN Agents focuses on strengthening learning and technology research and development to create game agents that can continue to evolve based on user behavioral feedback and achieve a humanoid human-computer battle experience.

• Indie.fun pump.fun The upgraded independent game development platform empowers the creator ecosystem through the game binding token mechanism. The platform integrates an AI agent system and joins with the NRN reinforcement learning technology team to accelerate the development iteration of in-game agents.

• Realis creates an earth-simulated virtual world: it hosts an AI agent ecosystem and can observe the evolution of its civilization.

• Hyperfy 3D, a world infrastructure developer that develops 3D spatial architecture solutions for AI agents under the ElizaOS ecosystem.

4.2 Personalized AI Agents (AIDOL)

The virtual idol industry is ushering in technological breakthroughs, allowing full-scene digital presentation such as stage performances and song and dance interactions.

key case

• Luna is currently the most mature virtual idol IP in the encryption field, and has implemented on-chain interaction and closed loop economic model in Story.

• Eliza’s upgraded version of Luna’s AI idol solution based on the ai 16z framework

• God ‘s innovative AI presence project explores the concept of decentralized digital gods

4.3 AI Music Generation Track

Artificial intelligence technology drives the music creation revolution

representative projects

• Zerebro AI music agency pioneer, his debut work successfully topped the hot list on multiple platforms

• Music By Virtuals intelligent music generation platform, in-depth cooperation with DJ Wukong and Luna virtual idol to create hit singles

4.4 AI video generation track

Artificial intelligence technology reshapes the film and television creation process

innovation cases

• DO KWELL’s pioneering AI film and television project creates Netflix-level original content with a cunning aesthetic style, and its generated script accurately reflects the cyclical rhythm of the encryption market.

• Sandy Codex, a developer of the basic video framework that provides a multimodal content generation architecture for AI agents (currently in early development stages)

5. AI infrastructure

Among the main categories of AI infrastructure, there are just a few relatively more watched tracks:

• Frameworks and toolkits: Building blocks for infrastructure, providing standardized development support

• Trusted Execution Environment (TEE): The core technology for data secure computing through hardware isolation mechanisms

• Cluster collaboration (multi-agent orchestration): The organizational architecture of distributed agent collaboration systems

5.1 Framework and Toolkit

Empowering developers to quickly build core categories of fully functional AI

• ai16z is the largest framework, with nearly 15,000 GitHub stars and 4700 forks

• ARC ‘s second largest ecosystem, receiving 3100 stars and having underlying support for Solana blockchain

• The autonomous learning evolution framework launched by GAME Virtuals is a closed-source framework but supports testing in a G.A.M. E sandbox environment

• SendAI Agent Development Kit: A high-frequency toolset integrating 20+ Solana Ecosystem Protocols

5.2 Trusted Execution Environment TEE

• The team at Phala Network took the lead in applying TEE technology to agent security verification to achieve accurate identification of man-machine identities. Its innovative experiments include a cooperation project with spore.fun

• Freysa pioneered TEE agent jailbreaking technology through a gamified interactive paradigm and promoted the spread of technology

5.3 Cluster collaboration (multi-agent orchestration)

• SNAI launches a serverless AI agent cluster to support collaborative work among agents to increase application scenarios (such as X platform content summary generation, automatic report writing, and email sending)

• Quest Flow multi-agent collaborates to orchestrate the network to optimize workflow by scheduling multiple agents. This project was selected into Y Combinator China’s 2023 autumn incubation plan

• Santa by Virtuals has launched a dynamic virtual resource allocation management system that focuses on optimizing resource allocation for the Virtuals platform

6. InvestmentDAO – Agent (3,3)

Hedge funds managed by humans or AI agents invest and deploy other AI agent projects, namely, the intelligent interpretation of the classic (3,3) game theory model of the cryptosphere.

• Aiccelerate is 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

• DAO, the top investment in the VaderAI virtual ecosystem, focuses on supporting virtual agent projects. The Early Agent Offering (EAO) mechanism has been recently launched to obtain early investment rights in high-quality agent projects by pledging $VADER tokens (such as the recently successfully launched Billy project)

• Aixcb focuses on investment DAO in the fields of artificial intelligence and decentralized science (DeSci), and deeply cultivates scientific research and innovation projects in the virtual ecosystem.

7. Consumer applications

Focus on an ecosystem of highly consumer-oriented applications. There are two main categories:

• AI App Store (a non-code/low-code consumer application building platform using AI)

• Vertical domain agents (Web2 application scenarios enabled by blockchain)

7.1 AI App Store

• The MyShell head platform has a large number of developer users. Focus on the development of generative AI applications, such as secondary companion simulators, image generation tools, and visual novel creation platforms.

• ALCHEMIST AI is the first application development platform that supports full-scenario construction. It recently launched a game engine module to support developers to create better AI products.

• HeyTracyAI ‘s artificial intelligence-based sports event commentary and data analysis platform began in NBA events.

• TravelAI uses AI to match you with hotels, flights and offline services with the best prices.

• Perspective AI decentralized fact-verification platform to combat false news.

8 InfoFi

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

​

• Alpha Information Agent

• security agent

• Intelligent instrument panel

8.1 Alpha Information Agent​

This is the first application scenario after Personality Agents/Idol. Such agents can share alpha information on the X platform, conduct technical analysis (TA), and conduct in-depth discussions on projects.

• The AIXBT terminal KOL agent can not only release high-value market signals (alpha), but also interact with the tone of a deep player, and become a top influential KOL.——

• Moby AI focuses on monitoring the movements of giant whales, tracking the changes in positions of large players on the chain in real time, and helping you adjust your positions in a timely manner.

• Rei provides agents for comprehensive analysis of projects, covering multiple dimensions such as token economics, team background, and on-chain data.

8.2 Security Agents​

These types of agents help you efficiently complete Due Diligence and avoid the risk of blindly following false/fraudulent projects.

• SOLENG deeply analyzes the GitHub code base of the project, disassembles technical architecture advantages and potential vulnerabilities, and helps you make rational decisions.

• BevorAI smart contract audit agent automatically detects code vulnerabilities and contract logic risks.

• The H4CK Terminal white-hat security agent actively participates in the Bug Bounty program to provide security reinforcement for other protocols.

Honorary recommendation​

• Anti Rug Agent token adjusts the tool ceiling and is necessary to prevent running.

• RepoAnalyzer GitHub Code Base Automation Parsing Assistant

• JailbreakMe security attack and defense test agent, simulating attacks to verify protocol defense capabilities

8.3 Agent Dashboard​

My favorite category, which integrates accurate public opinion analysis and on-chain data tracking, is called the ultimate decision-making panel of the agent track.

• Cookie DAO focuses on the top dashboard for AI agent social public opinion analysis, and Agent Cookie shares data insights in real time through the X platform.

• GoatIndex.ai focuses on the Solana ecosystem’s AI agents and provides Solana AI hackathon exclusive data signage to track project progress and developer dynamics in real time.

• Decentralized.Co’s intelligent sensing market dashboard integrates multi-dimensional tracking functions: including unique modules such as open source framework analysis, specific agent behavior monitoring, a16z portfolio trends, and virtual economic ecosystem.

The content of this issue comes to an end temporarily, there are currently many other segmentation categories, especiallyInfrastructure Layer (Infra)Projects such as:

• Bittensor

• Allora

• Prime Intellect

• Nous Research

• Nillion

• NEAR

• Grass

• Vana

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

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