Beyond the Editing Canvas: Evidence Divergence in OOXML-to-LLM Ingestion

Side Liu, Jiangpeng Liu, Jinwen Xin +2

LLM pipelines increasingly ingest Office Open XML (OOXML) documents (Word, Excel, and PowerPoint files) as first-class evidence in financial, compliance, and retrieval-augmented wo…