software-architecture7 min read
The Un-Coded Allergy: Why AI Agents Miss Free-Text Clinical Notes
When an autonomous e-prescribing bot relies on clean database tables while ignoring narrative doctor notes, an un-coded amoxicillin allergy turns into a lethal prescription. Here is how to architect deterministic reconciliation gateways.
By Maya LinTowards AI
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Originally published by Towards AI on Oct 18, 2026.
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