Symbiotic use is a human-in-the-loop way of using AI: the tool assists with drafting, summarizing, searching, or pattern detection, while the person keeps control of the decision. The goal is support, not substitution. In security work, this matters because AI can speed up analysis without taking over judgment, especially when a response affects access, privacy, or trust.
In real defenses, symbiotic use appears when an analyst lets a model cluster alerts, explain suspicious code, or suggest next steps, then verifies the result before acting. In attacks, the opposite pattern is risky: if a user delegates core reasoning to AI, they may miss errors, expose sensitive data, or accept a false conclusion. Good governance keeps the human accountable, requires review of outputs, and limits what data is shared with the tool.