AI Agents: The Real Security Risk Isn't Data Leakage

The biggest security risk with AI is not data leakage, but what AI agents can do once they are inside a system. This is because companies are granting "code agency" to these AI tools. What's interesting is an AI agent with enterprise permissions can do many things. It can retrieve documents, query databases, write and execute code, send emails, and move files. It reads business context in natural language and acts on it. This capability makes it useful, but also exploitable. An attacker doesn't need to bypass a firewall. They just need to construct a sentence the AI agent finds believable. This allows them to coerce an internal asset to produce malicious content from the inside. The current focus on AI security in boardrooms often centers on data leakage, which is a real but not the main structural threat. Model coercion is a harder problem that most existing frameworks don't cover. This matters because attackers are adopting AI much faster than defenders, creating an asymmetry in the security landscape.