OpenAI built an AI agent that hunts for its own vulnerabilities

Prompt injection is an attempt to trick an AI agent through specially crafted text hidden in a document, email, or webpage, making it perform an action it wasn't meant to. GPT-Red automatically generates such attacks and trains the model to resist them — meaning OpenAI itself is acknowledging this as a real and growing risk for any AI-agent-based product. For a business that gives agents access to correspondence, documents, or databases, this is a direct signal: ask your solution provider exactly how they test an agent's resilience against manipulation attempts hidden in incoming data, rather than assuming "it's AI, so it's safe." At 1Cifer, this is something we build into agent operations from the start: an agent only sees and processes data it has access to under an employee's permissions, and any action on documents or email runs through clear rules rather than blindly following whatever a file's content says. This kind of check matters most for companies whose agents handle incoming mail, scanned documents from counterparties, or external files — that's exactly where malicious instructions tend to get hidden.