Depth Analysis of Camp Network: AI x IP Infrastructure for the Era of Data Scarcity

This report is authored by Tiger Research and analyzes the innovations of Camp Network in AI-native IP infrastructure and its position in the evolving data sovereignty economy.

Key Points

  • Data drives the development of artificial intelligence as its core force, but experts predict that this data will be exhausted by 2026. This creates a serious bottleneck crisis for advancements in artificial intelligence technology.
  • Camp Network addresses this issue by enabling users to ensure ownership of their data while allowing artificial intelligence to pay a fair cost for the use of licensed data. Camp Network has proposed the "Proof of Provenance" protocol to facilitate this exchange.
  • Through this method, Camp Network simultaneously achieves advancements in artificial intelligence technology and protects intellectual property. Camp Network has created a new economic ecosystem that allows everyone to benefit mutually.

1. Data is all we need

Artificial intelligence technology is developing at an unprecedented speed. Data is always at its core. AI models evolve by learning from the vast amounts of text, images, and videos created by humans. In this sense, artificial intelligence is essentially intelligence built from data.

In-depth Analysis of Camp Network: AI x IP Infrastructure for the Era of Data Scarcity

Data exhaustion prediction, source: Will we run out of data? Extending the limits of LLM based on human-generated data.

But the data-driven development has now reached its limits. High-quality data is running out. Major foundational models like GPT have consumed most of the accessible internet data. They use this data for training. The data that is easy to collect has been exhausted. The outlook for the future is even worse. Recent research shows a concerning trend. By 2026, human-generated data will be nearly depleted. This includes future content creation.

Currently, some large tech companies are scraping user data without permission. They are trying to address this shortage issue. Reddit has sued Anthropic for unauthorized scraping. Anthropic uses Reddit's data to train its Claude AI. This raises ethical concerns. Most users are unaware that companies are using their data. They also do not receive any compensation.

The current situation has created a vicious cycle. Without new data, the artificial intelligence industry will hit a wall. Users are increasingly distrustful of unauthorized data usage. Both sides are dissatisfied. Companies that crave data need more content. Users who possess data need protection. This sacrifices both the progress of artificial intelligence and data protection.

2. Camp Network: A Layer-1 Blockchain at the Intersection of AI x IP

At this moment, Camp Network becomes the focus. They introduced cutting-edge infrastructure for the era of artificial intelligence. This addresses the challenges of data scarcity and unauthorized use. The initial solution provided by Camp Network allows users to carry social data from YouTube, Instagram, and TikTok. Users carry this data like a portable 'digital backpack'. They utilize this data in a diverse on-chain environment. This approach enables users to have direct control over their data. It ensures users receive compensation. This lays the foundation for enhancing data sovereignty.

In-depth Analysis of Camp Network: AI x IP Infrastructure for the Data Scarcity Era

Source: Camp Network

Camp Network has not stopped there. They leverage the accumulated experience and technology. This helps them expand their scope beyond social data. They are targeting the field of intellectual property. Their goal is to comprehensively protect all user data. Camp Network announced a revolutionary vision in 2025. They call it the "Autonomous IP Layer." This marks a significant transformation. This vision attracted $30 million in Series A funding. 1kx led this round of financing. Blockchain Capital also led this round of financing. They secured this foundation to achieve new growth milestones.

In-depth Analysis of Camp Network: AI x IP Infrastructure for a Data-Scarce Era

Source: Camp Network

Camp Network presents its intellectual property layer as a foundational infrastructure. It serves at the intersection of artificial intelligence (AI) and intellectual property (IP). Its core revolves around the "Proof of Provenance" protocol. Users register their data on-chain through this protocol. Artificial intelligence utilizes this data layer. Royalties are automatically settled based on predefined conditions.

Camp Network provides three components to realize this vision. BaseCAMP and SideCAMP form the blockchain infrastructure. The Origin framework handles on-chain intellectual property registration and management. The mAItrix framework supports the development of AI agents. These components work together to create an organic ecosystem, from intellectual property registration to utilization and monetization.

2.1. BaseCAMP & SideCAMP: Scalable infrastructure focused on intellectual property

Camp Network provides a blockchain infrastructure consisting of BaseCAMP and SideCAMP.

In-Depth Analysis of Camp Network: AI x IP Infrastructure for the Data Scarcity Era

Source: Camp Network

BaseCAMP acts as a Global State Manager. It centrally manages all network activities. It operates as a ledger. This ledger records who registered which IP. It records where the IP is used. It records how settlements occur. The Camp Network builds a trustworthy IP ecosystem through this method. BaseCAMP goes further. It provides features optimized for IP. It prioritizes transactions related to IP. This increases processing speed. It eliminates Gas fees. This reduces the burden on users.

SideCAMPs as dedicated execution spaces for individual applications. Each project receives an independent environment. They do not compete with other dApps. Cross-message passing capabilities enable smooth interactions. Different SideCAMPs can interact. This avoids isolation. It provides scalability. SideCAMP also offers flexibility. It can optimize specific workloads. These include AI inference. They include games. They include IP licensing.

However, some people have raised concerns about the infrastructure of the Camp Network. Intellectual Property essentially requires global consensus. It is an asset. Systems that handle Intellectual Property need global consensus. They require verified security like Ethereum. This reflects this viewpoint.

Camp Network initially began the development of Layer 2. This inherits the security of Ethereum. However, when implementing specific features for intellectual property, limitations were exposed. The existing blockchain infrastructure has limitations. This led to the independent development of Layer 1. For example, a music intellectual property can generate a large amount of derivative content. This includes remixes. It includes covers. It includes sampling. This requires multiple smart contract calls. These calls handle dozens of different ownerships. They handle revenue distribution. This process incurs high Gas fees. It reduces processing speed. A typical transaction environment may tolerate delays. But future AI agents will operate 24/7. They use real-time data. They require instant settlement. They will face critical bottlenecks.

Camp Network's determination of the complexity of intellectual property requires solutions. The real-time AI-IP interactive environment necessitates optimized Layer 1 infrastructure. These technological demands have given rise to the current framework. This forms the backdrop for the current BaseCAMP and SideCAMP architectures.

2.2. Origin: A Unified Framework for Intellectual Property Registration and Management

Origin is the core intellectual property framework on the Camp Network. It covers the registration of intellectual property. It handles management. It covers utilization. It manages revenue distribution.

In-depth Analysis of Camp Network: AI x IP Infrastructure for the Era of Data Scarcity

Users upload diversified content intellectual property through various channels. They use dApps developed based on the Origin SDK. They utilize the marketplace provided by Camp Network. The content includes text. It includes images. It includes music. This content is recorded on the chain, becoming NFTs based on the ERC 721 standard. Licensing conditions are configured at the time of registration. Royalty distribution rules are also configured simultaneously. Afterwards, someone creates derivative content based on the original content. Revenue automatically flows to the original content creator. This completes the entire structure.

The biggest feature of Origin is to construct intellectual property relationships in a "graph" format. The derivative content of a work will become a new smart contract. However, they are linked to the original content through a parent-child relationship. The royalties generated from derivative content will trigger automatic distribution to the parent intellectual property. Users can easily view the entire lineage of the content.

The Origin framework also attracts developers and creators. The Origin SDK enables developers to easily build intellectual property applications. They do not need complex blockchain knowledge. Core functionalities are built into the SDK. These include intellectual property registration (Onboard). They include derivative content creation (Remix). They include metadata search (Query). They include revenue distribution (Monetize). They include permission management (Permissioning). Developers can build a complete intellectual property ecosystem with just a few lines of code.

Origin supports an on-chain dispute resolution mechanism. Intellectual property involves sensitive areas such as copyright infringement. Anyone can raise a dispute over questionable intellectual property. Camp DAO makes the final ruling. Sometimes, parent intellectual property may enter a disputed state. All derived child intellectual property will also automatically inherit the disputed state. This systematically and rigorously manages complex intellectual property issues.

Origin is not just a tool for minting intellectual property into NFTs. It operates as an on-chain copyright system. It transparently tracks everything from the source of creation to the utilization process and revenue distribution. It automates these processes.

2.3. mAItrix Framework: Intellectual Property Native AI Agent Development Framework

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

In-depth Analysis of Camp Network: AI x IP Infrastructure for the Data Scarcity Era

mAItrix focuses on the training and utilization of artificial intelligence at its core. It only uses licensed data. Traditional artificial intelligence indiscriminately collects all internet data. It uses this data for learning. mAItrix operates differently. It only uses data with clear ownership. This data has been registered in Origin. This enables creators to receive fair compensation. They are rewarded for their data being used. Artificial intelligence developers can safely develop AI. They avoid legal disputes.

This approach goes beyond simple technological improvements. It presents a new paradigm for the entire industry. The past music market was rampant with illegal downloads. Streaming services like Spotify have established fair payment systems. The market has even grown larger. Similar changes are also expected in the artificial intelligence and intellectual property markets.

mAItrix also simplifies complex processes. It helps deploy artificial intelligence agents. It assists in operating artificial intelligence agents. It creates an environment for multiple artificial intelligence agents to interact. The artificial intelligence agents developed through mAItrix can act as intellectual property assets themselves. They are tokenized through Origin. They are registered on-chain. Other users utilize them. Other agents leverage them. Developers receive automatically allocated royalties each time. New content generated by the artificial intelligence agents. This is registered as new intellectual property. It becomes an additional source of income.

mAItrix aims to create a developer-friendly platform. It provides developers with the greatest freedom. They can freely utilize any artificial intelligence model. TEE (Trusted Execution Environment) securely protects sensitive data. TEE refers to Trusted Execution Environment. This prevents external leakage.

The Camp Network plans to develop mAItrix in three phases. The v1 version is currently being prepared. It will provide an integrated environment. Developers can directly use the intellectual property registered in Origin to train artificial intelligence. It offers a more user-friendly interface compared to existing AI tools. The goal of v2 is to become "agent-oriented Vercel." This will enable easy deployment of artificial intelligence. It avoids complex server setups. The final v3 will provide intelligent routing services. Users can say "create music" or "generate images." The system will automatically find the appropriate agent. It connects to AI specializing in music or image generation.

3. How is it different from other intellectual property-based agreements?

Camp Network has taken a different approach compared to existing intellectual property-related agreements. Comparing it with Story and Soneium clearly shows these differences.

In-depth Analysis of Camp Network: AI x IP Infrastructure for the Data Scarcity Era

Story and Soneium focus on utilizing and managing traditional Web2 intellectual property on the blockchain. Their main goal is to improve the management efficiency of existing intellectual property. This includes copyrights held by large entertainment companies and media groups. It also enhances scalability. This represents a meaningful approach to assist the existing intellectual property industry in its digital transformation.

Camp defines the intellectual property owned by users as a broader concept. It refers to all digital data and content created by users. This includes YouTube videos, Instagram photos, and TikTok content. All forms of personal data are applicable. Camp goes further. It focuses on integrating this user data with artificial intelligence. Camp's design is predicated on the integration of artificial intelligence and intellectual property. AI agents learn from licensed personal data and generate new content. This is also registered as new intellectual property. This builds a complete pipeline. The core idea of Camp is to create a win-win structure. It drives the development of artificial intelligence technology while protecting user data.

The ultimate goal of Camp goes beyond simple intellectual property management. It builds a new economic ecosystem where all participants share value fairly. This includes individual creators. It includes artificial intelligence developers. What Camp offers is not a digital transformation of the existing intellectual property industry. It presents a completely new paradigm for creation and collaboration that is fully applicable to the era of artificial intelligence.

4. The Future of Artificial Intelligence Technology and Intellectual Property Protection

Data depletion and legal disputes represent the current crisis of the artificial intelligence era. Unauthorized scraping has triggered these disputes. They are not future problems. Predictions show worrying trends. By 2026, human-generated data will be nearly exhausted. The litigation issues of Reddit and Anthropic demonstrate structural limitations. The existing methods of AI development have these limitations.

Camp Network has proposed fundamental solutions to these issues. It addresses both supply and consumption problems. It leverages a new ecosystem that integrates artificial intelligence with intellectual property. These ecosystems are centered around data owned by users. The provenance proof protocol clarifies the source of intellectual property. Artificial intelligence learns from data. It automatically allocates royalties. This transforms one-way data exploitation into a mutually beneficial system.

In-depth Analysis of Camp Network: AI x IP Infrastructure for an Era of Data Scarcity

This method has already yielded substantial results. The Camp ecosystem currently has 300,000 unique intellectual properties registered. It has created 4 million unique wallets. This demonstrates large-scale user adoption. More than 60 teams are using the infrastructure of the Camp Network to develop various applications. Cases combining artificial intelligence and intellectual property are emerging in multiple fields such as music, gaming, and sports.

The role of Camp Network will become increasingly important in the future. Artificial intelligence agents will become widespread. Agents will directly generate intellectual property. They will collaborate with other agents. They will automatically handle licensing. These environments require infrastructure. This infrastructure must be able to quickly track complex relationship networks. It must efficiently manage them. Existing intellectual property workflows are slow and expensive. They cannot meet these demands. Camp is already prepared with this foundation.

The ultimate goal of Camp Network is to become a core solution. It addresses the data issues of the artificial intelligence era. It aims to become the standard for the new intellectual property ecosystem. It presents a new paradigm. These address the fundamental data scarcity issues in the artificial intelligence industry. They address individuals' data sovereignty rights. This creates a foundation. Creators pursue mutual benefits. Developers pursue mutual benefits. Artificial intelligence systems pursue mutual benefits. They develop together. This ecosystem has generated over 50 million transactions. The collaboration between artificial intelligence and intellectual property has become a practically functioning economic system. They are no longer just concepts.

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