In this discussion, Fran Alexander, an independent taxonomist and ontologist, draws fascinating parallels between the Alien vs. Predator franchise and the realms of LLMs and knowledge graphs. She explores how knowledge graphs offer structured, predictable frameworks, while LLMs are unpredictable and complex. Fran highlights the issues of bias and transparency in LLMs and the importance of combining their strengths with knowledge graphs for enhanced AI outcomes. Ultimately, she emphasizes how taxonomists can harness LLMs in decision-making and taxonomy building.

Fran Alexander, a Montreal-based taxonomist, champions the democratization of taxonomy practices. She emphasizes the growing role of taxonomies in managing complex AI systems and enhancing their functionalities. The conversation highlights the balance between structured organization and user-friendly categorization, crucial for effective information navigation. She also delves into the relationship between ontologies and knowledge graphs, and encourages community engagement through events like the Taxonomy Bootcamp in London, making taxonomy accessible for more practitioners.