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Image: Fixing Wrong AI Answers: An Entity Correction Workflow

Fixing Wrong AI Answers: An Entity Correction Workflow

February 17, 2026 / by Dave Burnett

Why wrong AI answers happen (and why “tell the AI” usually fails)? Most brand teams treat wrong AI answers like a customer support ticket: “We found an error. Please correct it.” But the system isn’t a database. It’s a probability engine. OpenAI describes hallucinations as cases where a model...