Rubric-Based Intelligent Curation (RUBICON) is a modular framework for building sailor-centric, domain-specific systems that curate and guide text-based reporting at the time of entry. It uses large language models (LLMs), report quality rubrics (RQRs), and an automated initialization curriculum that can be adapted to a wide range of report domains with minimal human input. Using an interactive in-line suggestion interface, RUBICON simultaneously reduces the warfighter’s burden for detailed report writing while improving report data quality. Collectively, RUBICON supports Navy goals for improved data-driven decision-making by enabling curation during creation to generate analytics-ready data.
