Why AI Agent Actions Need More Than Model Safety

As AI agents gain the ability to execute real-world actions through tool calling, traditional model safety becomes insufficient. This article introduces AAEF, a framework that shifts security focus from 'Is the model trustworthy?' to 'Was this action truly authorized and properly evidenced?', addressing the critical gap where malicious prompts can turn model output into unauthorized system actions.