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Even with strong language understanding, tool-using agents still struggle with operational failures, highlighting a critical gap in current agentic systems.
Tool-using agents are failing in predictable ways, but a model-agnostic policy layer can measurably improve their safety and reliability, albeit with a clear utility tradeoff.