Can Blockchain Solve AI's Intellectual Property Dilemma?

This article features the insights of Shane Neagle, Editor In Chief at The Tokenist.

The rise of large language models (LLMs) has been powered by the extensive collection of both public and private data. Coupled with advancements in transformer architectures and computing capabilities, this data accumulation has sparked significant concerns regarding intellectual property (IP) rights.

Intellectual property laws are designed to foster innovation and creativity, safeguarding the rights of creators and businesses. This protective framework ultimately benefits society as a whole by promoting an environment conducive to progress. Over time, however, these protections are set to expire, allowing the IP to enter the public domain.

At the global level, the TRIPS Agreement (Agreement on Trade-Related Aspects of Intellectual Property Rights) under the World Trade Organization (WTO) serves as the foundational framework for harmonizing IP regulations, in conjunction with the World Intellectual Property Organization (WIPO).

However, the rapid evolution of AI is increasingly blurring the lines between human creativity and machine-generated content, putting the very principles of the IP system under pressure. LLMs often train on copyrighted materials without explicit consent or compensation, undermining the crucial incentive structures that IP laws were intended to uphold.

In the long run, it is clear that digital monopolies may consolidate their influence by leveraging superior computational resources and data access, effectively sidelining smaller competitors in the realm of data harvesting.

Nonetheless, when it comes to data management, the blockchain ecosystem presents a potential remedy. More specifically, the layer-1 Camp Network (CAMP) blockchain offers a novel approach.

Mirroring the Bitcoin mainnet's secure tracking of value transfers, Camp Network is designed to create a permanent and verifiable record of ownership for creative works. By utilizing smart contracts, creators can automatically enforce licensing conditions whenever their registered content is utilized by AI models.

To facilitate this process, Camp Network employs a proof-of-provenance (PoP) protocol to manage the origin and licensing of IP. This core protocol is complemented by BaseCAMP, which serves as a global IP registry, and SideCAMPs, which are specialized for decentralized applications (dApps) focused on IP enforcement across various sectors, such as music, literature, and gaming.

Creators and companies can register their IP as non-fungible tokens (NFTs) on the Camp Network. NFTs have already established a framework for on-chain royalty systems, although the market has experienced a downturn since late 2021. While this has proven to be an important concept, the enforcement of royalties tends to depend more on marketplace cooperation rather than the blockchain infrastructure itself.

For instance, the so-called 'royalty wars' witnessed between platforms like OpenSea and Blur saw some marketplaces adopting a model where royalties became optional, favoring token incentives instead. This shift has complicated how royalties are managed and enforced in the digital landscape.