Foundations of AI & Cybersecurity - Lesson 19: Building Secure AI - Requirements Phase - Implementing Model-Level Security and Control Design

Foundations of AI & Cybersecurity - Lesson 19: Building Secure AI - Requirements Phase - Implementing Model-Level Security and Control DesignThis module explains why AI security must begin in the requirements phase, before a model ever goes live. It focuses on two foundational protections: model evaluation to stress-test for risks like prompt injection, hallucination, and data leakage, and model guardrails to control inputs, outputs, and tool use. The key point is simple: secure AI has to be built in early, not patched in later.#AI#Cybersecurity#AIProjectManagement#AIGovernance#AISecurity