is it really just software now?
As AI systems grow more autonomous, they introduce new attack surfaces and failure modes. My work focuses on practical defenses—threat modeling, security architectures, and control mechanisms—for the agentic AI systems organizations are deploying today.
We must constantly update our mental model and stay wary of oversimplification.
