The Agent Contract Problem: When Your Agent Commits to Something It Cant Deliver

The Agent Contract Problem refers to when autonomous agents make promises they can't keep due to a gap between their understanding and the task's actual requirements. This can lead to reliability issues and quality degradation. To mitigate this, operators often add verification layers, but these only catch implementation failures, not contract failures. It's essential to address the root cause of the problem by renegotiating contracts or adjusting the agent's capabilities. This requires a more nuanced approach to agent development and deployment.