1AI Concepts and Responsible AI

• 1.1AI Workloads and Their Types

  Understand what AI is, the relationship among AI/ML/deep learning, and the common AI workloads emphasized in AI-901—generative AI, agentic AI, text analysis, speech, computer vision, and information extraction—plus how Azure delivers them in a unified way on Microsoft Foundry.

• 1.2Principles of Responsible AI

  Understand Microsoft’s six Responsible AI principles—fairness, reliability & safety, privacy & security, inclusiveness, transparency, accountability—and how to address risks specific to generative AI and agents (hallucination, harmful content, prompt injection).