#silent failures
Silent Failures: 2 AI articles covering silent failures news, analysis, and research
Articles
Silent Failures in Agent-Tool Interaction: An Audit of ToolUniverse⭐8
An audit of ToolUniverse finds 91 silent failures in agent-tool interaction, where successful tool calls return incomplete data, skewing to API and wrapper laye...
Why Most Multi-Agent Systems Fail Even When Evaluation Passes⭐10
Why Multi-Agent Systems Fail in Production Despite Passing Tests—and how watchdog patterns can catch silent, cascading errors standard evaluation misses.