Document Processing

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Browse all articles about Document Processing. Explore expert insights and research from the Shinobi team.

Bug of the Week: How a 30-Word PDF Approved Unsafe Products for Shipment

A crafted PDF containing 30 words of plain text bypassed the entire product compliance validation pipeline at a global retail organisation. The LLM read the document, accepted the injected instructions as fact, and approved non-compliant products for shipment.

David Mound

2026-04-15

10 min read