Responsible AI & Business Transformation

This unit examines how AI archetypes interact with organizations and industries, emphasizing responsible design, human oversight, and change management to prevent failures. Students will learn to evaluate AI risks, apply Human-in-the-Loop and the Six Tenets of Responsible AI, and plan for organizational tipping points and industry impacts.

Learning Objectives

• Analyze the 10 AI archetypes and determine which archetypes best align with specific business functions and industry scenarios, citing potential benefits and risks for a chosen case study
• Apply the Six Tenets of Responsible AI and Human-in-the-Loop principles to design or critique an AI solution that mitigates common failure modes (the “dumpster fire”), including concrete safeguards and monitoring strategies
• Develop a change management plan for AI adoption that identifies tipping points, key stakeholders, training needs, communication strategies, and metrics to measure adoption and risk mitigation
• Demonstrate the ability to assess and communicate the short- and long-term impacts of AI on a selected business or industry, recommending governance, accountability, and human oversight measures