📊 Use Cases
NeuraLink is a general-purpose decentralized intelligence platform. It enables a wide range of participants—from developers and data owners to enterprises and protocol builders—to contribute to and benefit from collaborative AI.
8.1 AI Developers & Independent Researchers
Fine-tune models using shared datasets
Deploy models and earn passive income from usage
Participate in DAO governance to influence model evolution and rules
Value: Reduces infrastructure costs and opens access to shared compute and data resources, empowering solo developers and small teams.
8.2 Data Contributors & Custodians
Upload niche, proprietary, or underrepresented datasets
Define access control (public, whitelisted, task-only)
Earn token incentives based on data usage and reputation
Value: Turns passive or unstructured data into an income-generating digital asset, while preserving privacy and ownership.
8.3 Web3 Protocols & Partners
Integrate user behavior or on-chain data into simulation training
Launch domain-specific models (e.g., contract security, social analysis)
Co-govern simulation incentives and DAO rules
Value: Infuses intelligence into existing Web3 protocols, enabling AI-powered tooling without centralized APIs.
8.4 AI Agent Trainers
Simulate and evolve autonomous agents via on-chain tasks
Build agents with long-term memory and environment awareness
Govern agent behavior and permission boundaries through DAO
Value: Enables decentralized training and deployment of on-chain AI agents with collaborative alignment.
8.5 Industry-Specific Model Deployment (Enterprise)
Deploy private or industry-targeted models (e.g., medical, education, finance)
Use protected datasets with trusted execution nodes
Gate API access and monetize usage via smart contracts
Value: Combines secure data sovereignty with scalable, decentralized inference tools.
8.6 Open Model Marketplace & Co-Creation
List, score, and review community-trained models
Fork, remix, or combine models transparently
Audit model lineage and usage logs on-chain
Value: Builds a fully transparent, composable, and fair-value AI economy—where models are not just code, but collectively-owned assets.
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