Collective Narrative Grounding: Community-Coordinated Data Contributions to Improve Local AI Systems

Zihan Gao, Mohsin Y. K. Yousufi, Jacob Thebault-Spieker

Large language model (LLM) question-answering systems often fail on community-specific queries, creating "knowledge blind spots" that marginalize local voices and reinforce epistem…