Learners analyze real-world cases involving biased hiring algorithms, fabricated AI citations, customer-service chatbot failures, and AI-assisted business decisions. These critical thinking examples demonstrate how structured evaluation, evidence review, and risk assessment can prevent costly mistakes and improve decision quality.

The course introduces proven frameworks such as premortem analysis, red-team reviews, base-rate thinking, decision audits, and decision journals. These approaches strengthen decision making, problem solving, and logical reasoning, helping professionals make better decisions under uncertainty and in AI-assisted environments.

This course is designed for managers, team leaders, analysts, consultants, compliance professionals, MBA students, and knowledge workers who use AI tools in their daily work. It is particularly valuable for professionals seeking to strengthen critical thinking skills, analytical thinking, and human-AI collaboration capabilities.

No. The course is designed for non-technical professionals. Learners only need a basic understanding of workplace decision making and some familiarity with generative AI tools such as chatbots or AI assistants. No programming or data science background is required.

You will learn how to evaluate AI-generated outputs, identify bias and hallucinations, conduct citation audits, apply structured reasoning frameworks, perform risk reviews, and create defensible decision memos. These skills strengthen critical thinking and problem solving in modern AI-enabled workplaces.

While AI can generate content, recommendations, and analyses, it cannot fully replace human judgment, contextual understanding, ethical reasoning, or accountability. Professionals who combine AI literacy with strong critical thinking, strategic thinking, and higher-order reasoning skills are better equipped to make decisions that are accurate, defensible, and aligned with business goals.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.