In the age of GenAI, where artificial intelligence (AI) and advanced technologies shape our information landscape, the ability to critically read and write has become more important than ever. Throughout this five-module course, you will build a strong foundation in critical thinking, explore the challenges and opportunities presented by GenAI for critical reading and writing, and harness the power of GenAI tools to enhance your reading and writing abilities. The course is designed to help you engage with information critically, evaluate arguments, detect biases, and communicate persuasively.
The course content is structured to provide a balance between theoretical knowledge and practical application. You will develop essential skills through a combination of interactive lessons, real-world examples, hands-on activities, and engaging discussions. You will gain proficiency in utilizing GenAI tools for text analysis, summarization, and comprehension enhancement, while also considering ethical and responsible use of GenAI. By the end of the course, you will have gained expertise in evaluating arguments and detecting biases and acquired the ability to critically review GenAI outputs. You will be well-equipped to navigate the GenAI era with confidence, engage in thoughtful analysis, and produce well-crafted written pieces.
This module explores the fundamentals of critical thinking in the age of generative AI (GenAI). Through videos and curated readings, you will study core concepts of critical thinking and its role in evaluating information. The module also highlights the importance of critical reading and writing in the digital era while analyzing the opportunities and challenges posed by GenAI. At the end of the module, a multiple-choice quiz will assess your understanding.
Important Information About This Course•10 minutes
The Miniature Guide to Critical Thinking: Concepts and Tools •10 minutes
Generative AI and Critical Thinking Skills•10 minutes
Module 1 Summary•10 minutes
3 assignments•Total 90 minutes
Module 1 Quiz•30 minutes
The Miniature Guide to Critical Thinking: Concepts and Tools •30 minutes
Generative AI and Critical Thinking Skills•30 minutes
2 discussion prompts•Total 20 minutes
Meet Your Classmates•10 minutes
Do GenAI Tools Hinder or Enhance Critical Thinking Skills?•10 minutes
Foundations of Critical Reading
Module 2•3 hours to complete
Module details
This module helps you develop essential critical reading skills for analyzing AI-generated content. You will also learn to use GenAI tools for text analysis, summarization, and comprehension enhancement. The module emphasizes practice, encouraging you to evaluate both the strengths and limitations of these tools in academic and professional contexts. You will end the module with a self-assessed written reflection where you'll critically analyze an AI-generated text using the techniques you have learned.
Critical Reading, at its Core, Plain and Simple•10 minutes
Critical Reading: Making Judgements About a Text•10 minutes
Activity: Experiment with AI to Create an Article•10 minutes
Module 2 Summary•10 minutes
3 assignments•Total 100 minutes
Critical Reading Reflection and Self-assessment•40 minutes
Critical Reading, at its Core, Plain and Simple•30 minutes
Critical Reading: Making Judgements About a Text•30 minutes
1 discussion prompt•Total 10 minutes
Exploring GenAI Tools for Critical Reading•10 minutes
Detecting Biases
Module 3•4 hours to complete
Module details
This module will help you identify and analyze different types of biases in AI-generated content. Through interactive videos, you'll learn to recognize explicit and implicit biases, including common cognitive biases like confirmation bias. The module uses real-world examples to demonstrate how algorithmic bias perpetuates societal inequalities and expert insights to explain how GenAI biases occur. Your learning will be assessed through a quiz that tests your understanding of different types of biases.
Algorithmic Bias and the Tools Working to Prevent It•10 minutes
Activity 2a: Detecting Biases in AI Outputs•10 minutes
Module 3 Summary•10 minutes
5 assignments•Total 150 minutes
Module 3 Quiz•30 minutes
How to Identify Bias: 14 Types of Bias•30 minutes
What is AI Bias?•30 minutes
Algorithmic Bias and the Tools Working to Prevent It•30 minutes
Activity 1: Identify Instances of Exclusionary Bias in Selected Texts•30 minutes
2 discussion prompts•Total 20 minutes
Recognizing and Sharing Examples of Cognitive Bias•10 minutes
Activity 2b: Detecting Biases in AI Outputs•10 minutes
Developing Logical Texts and Arguments
Module 4•4 hours to complete
Module details
This module equips you with the skills to construct and evaluate logical arguments while mastering effective AI prompt design. Through interactive videos, you'll explore five core argument types (deductive, inductive, abductive, analogical, and causal) and learn to spot logical fallacies that undermine reasoning. The module also delves into advanced prompt techniques-from zero-shot to tree-of-thought prompting, highlighting how clarity and context shape AI outputs. Real-world examples and ethical dilemmas illustrate the interplay between human reasoning and AI decision-making, emphasizing transparency and bias mitigation. Your learning will be assessed through a peer-reviewed prompt-engineering task, where you’ll demonstrate systematic reasoning by refining AI outputs.
AI vs. Human Reasoning and Ethical Dilemmas•9 minutes
8 readings•Total 80 minutes
Argument and Argumentation (Section 2)•10 minutes
Activity: Explore how Systematic Prompts Develop Critical Thinking•10 minutes
Further Resource: Prompt Engineering Guide (Optional) •10 minutes
Activity: How can Ethics of Reasoning be Compromised in AI-generated Texts?•10 minutes
Possible Answers for Activity: How can Ethics of Reasoning be Compromised in AI-generated Texts?•10 minutes
GenAI and Transparent Monitoring•10 minutes
Further Reading: AI Literacy & Critical Thinking (Optional) •10 minutes
Module 4 Summary•10 minutes
1 assignment•Total 30 minutes
Argument and Argumentation•30 minutes
1 peer review•Total 60 minutes
Critically Evaluating a GenAI Conversation•60 minutes
2 discussion prompts•Total 20 minutes
Activity: Explore how Systematic Prompts Develop Critical Thinking•10 minutes
Activity: How can Ethics of Reasoning be Compromised in AI-generated Texts?•10 minutes
Using GenAI for Critical Writing
Module 5•4 hours to complete
Module details
This module will help you effectively integrate GenAI tools into your critical writing process while maintaining rigorous standards. Through annotated examples and practical workflows, you'll learn to use AI for argument structuring, evidence verification, and cautious language refinement while preserving human judgment. The module demonstrates how to combine reasoning-focused LLMs with research assistants and editing tools, using techniques like evidence matrices and adversarial prompting to reduce hallucinations. At the end of this module, you will use AI tools to write a short critical introduction on a chosen topic, along with an explanation about the way you used these tools.
HKUST is a world-class research-intensive university that focuses on science, technology, and business as well as humanities and social science. HKUST offers an international campus, and a holistic and interdisciplinary pedagogy to nurture well-rounded graduates with a global vision, a strong entrepreneurial spirit, and innovative thinking.
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Is financial aid available?
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