Research at the intersection of AI and Web3 — decentralized governance, autonomous agents, sustainable infrastructure, and the token economy of the Mossland ecosystem.
Welcome to the Mossland AI Research repository. As of mid-2026, our work spans six pillars — from AI tooling for DAO governance and autonomous on-chain agents, to sustainable/green AI, digital twins, stablecoins, character AI, and blockchain network infrastructure. Each study is grounded in the Mossland ecosystem (MOC / Mosscoin utility, DAO governance, and the metaverse) and most are published in both Korean and English.
flowchart LR
ROOT(("🌿 Mossland<br/>AI Research"))
ROOT --> A["🏛️ AI for DAO Governance"]
ROOT --> B["🤖 Agents, Protocols & Trust"]
ROOT --> C["🌱 Sustainable AI & Energy"]
ROOT --> D["💴 Stablecoins & Finance"]
ROOT --> E["🎭 Character AI & Content"]
ROOT --> F["🌐 Networks & Infrastructure"]
A --> A1["Profiling · Summaries · Proposal Gen · GovRisk"]
B --> B1["MCP · Agentic Payments · Agent Identity · Verifiable AI"]
C --> C1["EcoAI · GreenLedger · Digital Twin · AI×DePIN"]
D --> D1["KRW-Pegged Stablecoin"]
E --> E1["Character AI Platforms · On-chain Character IP"]
F --> F1["Luniverse ↔ Ethereum · Gasless ERC-20"]
Four new research tracks explore the emerging agentic stack — how autonomous AI agents transact, prove their work, and carry identity on-chain:
| New Track | In one line | Docs |
|---|---|---|
| Agentic Payments | Autonomous agent payments via MCP × x402/AP2 × stablecoins, settled in MOC | KR · EN |
| AI × DePIN | Token-incentivized physical infrastructure for Mossland's AI & energy systems | KR · EN |
| Verifiable AI | TEE · zkML · opML · C2PA proofs so on-chain AI outputs are machine-checkable | KR · EN |
| Onchain Agent Identity | ERC-8004 identity, reputation & scoped delegation for AI agents | KR · EN |
AI tooling that makes decentralized governance more legible, participatory, and efficient.
| Topic | Focus | Docs |
|---|---|---|
| User Profiling & DAO Summary | Personalized summaries from voting behavior and preferences | KR · EN |
| Recent DAO AI Case Study | How AI has been integrated into real DAO decision-making | KR · EN |
| User-Centric Proposal Summarization | Tailored summaries of proposals and forum debate | Folder |
| AI Agent ↔ DAO Interface | Conversational, adaptive UIs for governance | Interface · Use Cases |
| Multi-Document Summarization | Consolidating on-chain records + community text | Design |
| DAO User Scenario Flows | Flow diagrams of AI-driven governance journeys | Diagrams |
| AI Crypto Analyst System | Automated market/token analysis for DAO participants | Report |
| AI-Driven Proposal Generation | Drafting proposals from trends, sentiment & on-chain signals | System |
| AI-GovRisk | Predicting proposal risk & success, with improvement suggestions | KR · EN |
The infrastructure for autonomous AI agents — how they connect to tools, pay, prove, and identify themselves.
| Topic | Focus | Docs |
|---|---|---|
| Model Context Protocol (MCP) | Open standard connecting AI models to tools, data & context | Research |
| Agentic Payments ✨ | Autonomous agent payments (MCP × x402/AP2 × stablecoins), settled in MOC | KR · EN |
| Onchain Agent Identity ✨ | ERC-8004 identity, reputation & scoped ERC-4337/EIP-7702 delegation | KR · EN |
| Verifiable AI ✨ | TEE attestation, zkML/opML proofs & C2PA provenance for on-chain AI | KR · EN |
| AI Agent ↔ Smart Contracts | Efficient on-chain query, execution & contract design for agents | Access · Interaction |
Green AI infrastructure and physical-world systems, tied to verifiable on-chain incentives.
| Topic | Focus | Docs |
|---|---|---|
| EcoAI | Energy-optimized, sustainability-aware AI infrastructure (RL scheduling, Green Proof) | KR · EN |
| GreenLedger | Blockchain-verified energy traceability + tokenized Eco Credits (with Aetherion Co.) | KR · EN |
| Digital Twin & HVAC | Digital-twin foundations for buildings and energy systems | Folder · HVAC Primer |
| AI × DePIN ✨ | Token-incentivized physical infrastructure (compute, sensors, energy) for AI | KR · EN |
Feasibility, regulation, and design for a KRW-pegged stablecoin in the Mossland economy.
| Topic | Focus | Docs |
|---|---|---|
| KRW-Pegged Stablecoin | Structure, Korean/global regulation (as of 2026), and Mossland integration | Index · Design · Overview · Applications · Leverage · CBDC vs. SC |
Persona-driven AI as interactive content, intellectual property, and Web3-native assets.
| Topic | Focus | Docs |
|---|---|---|
| Character AI Platform Research | Architecture, ecosystem & future of character-based AI chatbots | Research |
| On-chain Character AI Integrations | Decentralized identity, monetization & ownership for character AI | Ideas |
The networks and on-chain plumbing underneath Mossland's applications.
| Topic | Focus | Docs |
|---|---|---|
| Luniverse ↔ Ethereum | Luniverse network overview and Ethereum transition considerations | Overview: KR · EN — Transition: KR · EN |
| Gasless ERC-20 (Gas Sponsorship PoC) | Gasless token transfers on Sepolia (Alchemy Account Kit + Gas Manager) | Overview · Env Setup · PoC |
Cross-cutting threads that tie the research areas together:
- AI & Metaverse Applications — innovating user experiences within Mossland's virtual environments.
- Mosscoin (MOC) Utility Expansion — AI agents that grow the practical use of MOC, from tokenized AI prompts to agent-settled machine-to-machine payments.
- Verifiable, Sustainable, Autonomous — the 2026 agenda: agents that can prove their work (Verifiable AI), pay for it (Agentic Payments), identify themselves (Agent Identity), and run on accountable green infrastructure (EcoAI, GreenLedger, AI × DePIN).
A rich history of pioneering projects:
- MossCoin AI NFT Research — NFT tokenization of AI-generated prompts.
- MossCoin for Machine — machine-to-machine interactions using Mosscoin.
- Mossland XR — AI with Extended Reality for immersive metaverse experiences.
We welcome contributions from developers, researchers, and enthusiasts passionate about decentralized AI innovation. For collaboration or inquiries, contact lab@moss.land.
Let's build the future of decentralized AI together!