RESEARCHInvestigateNOW
What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
A paper shows document ingestion tools strip visual cues from Word files and PDFs, causing enterprise AI agents to make confident errors.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 22 October 2026
- Collected by OneBench
- 23 Oct 2026, 03:01 UK
Stored source excerpt
arXiv:2610.30026v1 Announce Type: new Abstract: Enterprise agents act on documents. Before an agent can follow a policy, answer a compliance question or file a ticket,…
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The factual summary is a OneBench synthesis, not a quotation or independent verification. Collection time is not publication time. Open the source for its full context; related reporting can share the same underlying announcement.