Evolving AI: Ontologies and Chatbots Revisited

Factor logo 25 Oct 2024
I recently re-read a pre-LLM blog post about our work creating ontologies to support an AI-powered chatbot. My sense going into it was that our argument about the need for strong information foundations was still relevant. After re-reading it was clear that taxonomies play a crucial role in any AI application, and that role is especially important for generative AI. Based on that past project and the generative AI possibilities it is clear that Taxonomies can directly support and improve the following: 1. Bias Mitigation Generative AI reflects and compounds biases present in training data.