Stop Swapping Models: The Real Fix for AI Hallucinations is Infrastructure

Treating hallucinations as a model quality issue is a fundamental architectural error in production agentic systems. To build reliable agents, developers must move beyond fine-tuning and instead implement specialized middleware that performs real-time grounding, temporal checks, and confidence calibration.