Security Beyond The Model: Introducing AI System Cards
Red Hat, Wednesday, September 3rd, 2025
AI is one of the most significant innovations to emerge in the last 5 years. Generative AI (gen AI) models are now smaller, faster, and cheaper to run. They can solve mathematical problems, analyze situations, and even reason about cause‑and‑effect relationships to generate insights that once required human expertise.
On its own, an AI model is merely a set of trained weights and mathematical operations, an impressive engine, but one sitting idle on a test bench. Business value only emerges when that model is embedded within a complete AI system: data pipelines feed it clean, context‑rich inputs, application logic orchestrates pre‑ and post‑processing, guardrails and monitoring enforce safety, security, and compliance, and user interfaces deliver insights through chatbots, dashboards, or automated actions.