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What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion

Paper recorded by Signals 4 on 2026-10-21 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-21 on arXiv · recorded by Signals 4 on 2026-10-22

Category: cs.AI · 人工智能 · first seen 2026-10-22

Abstract

Enterprise agents act on documents. Before an agent can follow a policy, answer a compliance question or file a ticket, some ingestion layer must turn a Word file or PDF into tokens - and that layer is where an agent deployed in the wild silently loses information. We show that one layer is lost by every mainstream converter - the meaning an author encodes in how text looks - and that the loss mak

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#219 most recent of 960 cs.AI papers we have recorded · ↑ newer: Robust Soft Skill Adaptation via Behavioral Localization in Tool-Using · ↓ older: Stationarity Constraints Improve Both Energies and Densities of Machin
Cite this page: What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion: the #219 most recent of 960 cs.AI papers we have recorded (as of 2026-10-21). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/what-the-author-wrote-what-the-agent-reads-silent-cue-loss-in-enterprise-documen.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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