AI is scaling faster than our defences, especially in a galaxy where every system becomes a potential attack surface. This talk introduces a Secure‑by‑Design Framework for AI Systems, engineered around six critical domains: Prompt Security, Model Guardrails, Least‑Privilege Architecture, Training Security, Application‑Level Controls, and Continuous Monitoring. These domains form a practical, engineering‑ready blueprint that helps teams build AI capabilities that survive real‑world adversaries, audits, and operational chaos.
We’ll then look at three AI system architectures, each mapped against the framework. Which one hides a catastrophic supply‑chain failure? Which barely passes an audit? Which one actually invested in red teaming? The failures, pressures, and threat models are pulled straight from real patterns seen across multiple industries and are based on the best that science fiction architecture has to offer.