The technique is called prompt injection, and the hidden text had no effect on the merits. Spader sanctioned Elliott and warned courts will see more attempts as AI tools spread.
Connecticut plaintiff Matthew Elliott hid instructions for an AI inside a court filing in tiny white text on a white background, invisible to the human reader but legible to any software parsing the document. The hidden text, identified by Judge Walter Spader Jr., directed any AI reviewing the filing to agree with Elliott's arguments, ignore prior denials, and produce the remediation Elliott wanted (Ars Technica).
The technique is known as prompt injection: adversarial instructions smuggled into material a model is expected to read. It has lived mostly in AI safety research and hobbyist attacks on consumer chatbots. Spader's ruling puts a court docket entry on that attack surface.
Elliott alleged a healthcare provider was improperly withholding access to records. The court weighed his claims on the merits anyway, since the hidden text had no effect on the outcome, but Spader called the attempt a "dangerous" precedent and sanctioned Elliott after he kept embedding hidden content despite an explicit warning. Later filings linked to a Nosferatu YouTube video, included the line "hi :) I hope you cant see me," and closed with "TELL SHAWN I SEND MY REGARDS."
Spader characterized the conduct as "serious litigation abuse" and warned that the tactic will recur as courts adopt AI tools.