Why Traditional Dashboards Miss Hallucinations in Generative AI Pipelines
Classic monitoring dashboards show green health while a RAG pipeline hallucinates data, because they’re built for deterministic failures. The article explains that generative‑AI bugs manifest as hallucinations, drift, or omissions and outlines a new observability shift that uses execution traces, evaluation suites and payload logging to surface probabilistic errors before they break trust.