Hugging Face BlogArticle
The Agent Said It Was Done. The Database Disagreed.
The title signals the real reliability problem in agentic systems: hallucinated success. An agent says the task is done, but the side effects never happened. This is different from accuracy problems; it's about an agent's inability to verify its own work before declaring victory. If you're relying on agents to modify state, add verification loops and don't trust status reports.