arXiv cs.AIPaperClaude Watch
What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion
This is a real production failure mode. Formatting carries meaning, converters strip it, and agents don't know what they're missing. For enterprises deploying document agents: the gap between formatted and plain-text ingestion is catastrophic, with false-positive rates spiking. Fix your document pipeline before deploying, or accept that your agent will confidently hallucinate requirements.