AI Native Infrastructure in the Era of Data Sovereignty: In-depth Analysis of Camp Network

Artificial intelligence technology is developing at an unprecedented speed, with data always being its core driving force. AI models evolve by learning from vast amounts of text, images, and videos created by humans, essentially constructing intelligence from data.

However, data-driven development has reached its limits. High-quality data is being depleted, and major foundational models have consumed most of the accessible internet data. Research shows that by 2026, human-generated data will be nearly exhausted, including future content creation.

Currently, some large tech companies scrape user data without permission in an attempt to address this shortage issue. This has raised ethical concerns, as most users are unaware that companies are using their data and have not received any compensation.

This situation has created a vicious cycle. Without new data, the AI industry will hit a wall. Users are increasingly distrustful of unauthorized data use. Both sides are dissatisfied. Companies that crave data need more content, while users who have data need protection. This sacrifices both the progress of AI and data protection.

Camp Network: Infrastructure for the Intersection of AI x IP

Camp Network has introduced cutting-edge infrastructure for the AI era, addressing the challenges of data scarcity and unauthorized use. Their initial solution allows users to carry data from social platforms, like a portable "digital backpack". This approach enables users to have direct control over their data and ensures they are compensated.

Camp Network expands its scope beyond social data, targeting the field of intellectual property. They announced the vision of the "Autonomous Intellectual Property Layer" in 2025, marking a significant transformation. This vision attracted $30 million in Series A funding.

Camp Network presents the self-owned intellectual property layer as infrastructure, serving as the intersection of AI and IP. Its core revolves around the "provenance proof" protocol, where users register their data on the chain through this protocol, and AI utilizes this data layer, with royalties automatically settled based on preset conditions.

The network provides three components: BaseCAMP and SideCAMP form the blockchain infrastructure, the Origin framework handles on-chain IP registration and management, and the mAItrix framework supports AI agent development. These components work together to build an organic ecosystem from IP registration to utilization and monetization.

BaseCAMP & SideCAMP: scalable, IP-focused infrastructure

BaseCAMP acts as a "global state manager," centrally managing all network activities. It records who registered which IP, where the IP is being used, and how settlements occur. BaseCAMP prioritizes IP-related transactions, increasing processing speed and eliminating Gas fees.

SideCAMPs serve as dedicated execution spaces for individual applications. Each project is granted an independent environment, without competing with other dApps. Cross-messaging functionality enables smooth interactions, providing scalability and flexibility.

Origin: A unified framework for IP registration and management

Origin is the core IP framework on the Camp Network, covering IP registration, management, utilization, and revenue distribution. Users upload diverse content IP through various channels, which are recorded on the chain and become NFTs based on the ERC 721 standard.

The biggest feature of Origin is to construct IP relationships in a "graph" format. Royalties generated from derivative content will automatically be allocated to the parent IP. Users can easily view the entire lineage of the content.

The Origin SDK enables developers to easily build IP applications, with core functionalities built into the SDK. Origin also supports an on-chain dispute resolution mechanism, systematically and rigorously managing complex IP issues.

mAItrix Framework: IP Native AI Agent Development Framework

mAItrix provides an integrated SDK for the development, training, and deployment of AI agents. It works in conjunction with the Origin framework, connecting the entire process into a pipeline that covers AI model training using on-chain IP to generating derivative content through AI agents.

The core focus of mAItrix is on the training and utilization of AI, using only licensed data. This allows creators to receive fair compensation, while AI developers can safely develop AI, avoiding legal disputes.

mAItrix simplifies complex processes, facilitating the deployment and operation of AI agents. AI agents developed through mAItrix can itself serve as IP assets, being tokenized and registered on the blockchain.

The Camp Network plans to develop mAItrix in three phases, with the ultimate goal of providing intelligent routing services that automatically connect specialized AI agents.

Differences from Other IP-Based Protocols

Camp Network takes a different approach compared to existing IP-related protocols. Camp defines user-owned IP as a broader concept that includes all forms of personal data. Camp focuses on integrating this user data with AI to build a complete pipeline.

The ultimate goal of Camp is to build a new economic ecosystem where all participants fairly share value. It presents a new paradigm of creation and collaboration that is fully applicable to the AI era.

The Future of AI Technology and IP Protection

Camp Network has proposed a fundamental solution to the current crisis of the AI era. It addresses both supply and consumption issues by leveraging a new ecosystem that integrates AI and IP. The provenance proof protocol clarifies the origin of the IP, allowing AI to learn from data and automatically allocate royalties.

The Camp ecosystem currently has registered 300,000 unique IPs and created 4 million unique wallets. More than 60 teams are using the infrastructure of Camp Network to develop various applications.

The role of Camp Network will become increasingly important in the future. AI agents will become widespread, directly generating IP, collaborating with other agents, and automatically handling licensing. Camp is already prepared with these foundations.

The ultimate goal of Camp Network is to become the core solution to data issues in the AI era, establishing itself as the standard for the new IP ecosystem. It presents a new paradigm that addresses the fundamental data scarcity issues in the AI industry and the personal data sovereignty rights of individuals. This ecosystem has generated over 50 million transactions, and the collaboration between AI and IP has become an economically functioning system.