IUU+DB: Tracking Illegal, Unreported, and Unregulated Fishing, Seafood Fraud, and Labor Abuse through LLM-driven Information Extraction

Researchers have introduced the concept of IUU+, expanding the definition of illegal, unreported, and unregulated fishing to encompass a wider range of environmental and trade-related crimes in the fisheries sector. This broader definition acknowledges the complexity of issues surrounding seafood fraud, labor abuse, and other illicit activities. By leveraging large language models (LLMs) for information extraction, the IUU+ Database (IUU+DB) aims to track and combat these crimes. The database's approach enables the identification of patterns and connections that may not be immediately apparent, facilitating a more comprehensive understanding of the issue. The implications of IUU+ activity extend beyond the environmental and economic impacts, as state-aligned threat actors may be involved, elevating the stakes to a geopolitical level¹. This development matters to practitioners and informed readers because it highlights the need for a more nuanced and multifaceted approach to addressing the complexities of IUU+ activity, which can have far-reaching consequences.