The exponential growth of LLM context window sizes has enabled agentic AI—software capable of autonomously striving to achieve a goal, using step-by-step reasoning, taking action, invoking APIs, and completing workflows. It has redefined what’s possible. Yet it has also intensified a long-standing tension: security vs. innovation.