Factual consistency with clear explanations in AI outputs

Ensure factual consistency in Neuro-Symbolic AI outputs while providing clear, detailed explanations of the underlying reasoning process that led to those outputs.

Background

Although the paper cites work on improving factuality in summarization and leveraging logic for consistency, the authors explicitly state that jointly guaranteeing factual correctness and detailed explanatory reasoning remains unresolved.