The Agent Contract Problem: When Your Agent Commits to Something It Can't Deliver

The "Agent Contract Problem" describes how autonomous agents inevitably commit to tasks they cannot deliver due to a mismatch between initial understanding and actual requirements. This inherent limitation, which undermines agent reliability, is likened to human contractors over-promising, highlighting a fundamental challenge in AI deployment.