06:01
2026-08-20
dev.to
large-language-models
The AI Assistant That Lied: Why Self-Correcting Agents Are the Only Path to Trustworthy Production LLMs
A developer argues that hallucination is a structural property of large language models, not a defect, and that production systems must be designed for failure. The post introduces the COPS framework …