An AI System Trained Only on Medical Data Kept Returning One Unprompted Phrase — Engineers Shut It Down
2026/06/29
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An AI System Trained Only on Medical Data Kept Returning One Unprompted Phrase — Engineers Shut It Down
In early 2023, a healthcare technology company was running internal tests on a large language model trained exclusively on anonymized clinical data — patient records, diagnostic reports, treatment outcomes.
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During a routine testing session, an engineer noticed the system was appending an unprompted phrase to certain outputs. Not all outputs — only those relating to specific patient case profiles.
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