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Critical Reading and Writing Skills with GenAI

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Critical Reading and Writing Skills with GenAI

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Critical reading and writing techniques and strategies

  • Effective use of generative AI tools for critical reading and writing

  • Identifying AI bias

Details to know

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Assessments

14 assignments¹

AI Graded see disclaimer
Taught in English

There are 5 modules in this course

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.

What's included

3 videos4 readings3 assignments2 discussion prompts

3 videosTotal 17 minutes
  • Course Overview3 minutes
  • Key Concepts in Critical Thinking8 minutes
  • Critical Thinking and GenAI7 minutes
4 readingsTotal 40 minutes
  • Important Information About This Course10 minutes
  • The Miniature Guide to Critical Thinking: Concepts and Tools 10 minutes
  • Generative AI and Critical Thinking Skills10 minutes
  • Module 1 Summary10 minutes
3 assignmentsTotal 90 minutes
  • The Miniature Guide to Critical Thinking: Concepts and Tools 30 minutes
  • Generative AI and Critical Thinking Skills30 minutes
  • Module 1 Quiz30 minutes
2 discussion promptsTotal 20 minutes
  • Meet Your Classmates10 minutes
  • Do GenAI Tools Hinder or Enhance Critical Thinking Skills?10 minutes

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.

What's included

3 videos4 readings3 assignments1 discussion prompt

3 videosTotal 16 minutes
  • Critical Reading5 minutes
  • GenAI for Critical Reading8 minutes
  • Case Study: Critical Reading3 minutes
4 readingsTotal 40 minutes
  • Critical Reading, at its Core, Plain and Simple10 minutes
  • Critical Reading: Making Judgements About a Text10 minutes
  • Activity: Experiment with AI to Create an Article10 minutes
  • Module 2 Summary10 minutes
3 assignmentsTotal 100 minutes
  • Critical Reading, at its Core, Plain and Simple30 minutes
  • Critical Reading: Making Judgements About a Text30 minutes
  • Critical Reading Reflection and Self-assessment40 minutes
1 discussion promptTotal 10 minutes
  • Exploring GenAI Tools for Critical Reading10 minutes

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.

What's included

3 videos5 readings5 assignments2 discussion prompts

3 videosTotal 18 minutes
  • Different Types of Biases7 minutes
  • Case Studies of AI Bias5 minutes
  • GenAI Bias: Expert Interview6 minutes
5 readingsTotal 50 minutes
  • How to Identify Bias: 14 Types of Bias10 minutes
  • What is AI Bias?10 minutes
  • Algorithmic Bias and the Tools Working to Prevent It10 minutes
  • Activity 2a: Detecting Biases in AI Outputs10 minutes
  • Module 3 Summary10 minutes
5 assignmentsTotal 150 minutes
  • How to Identify Bias: 14 Types of Bias30 minutes
  • What is AI Bias?30 minutes
  • Algorithmic Bias and the Tools Working to Prevent It30 minutes
  • Activity 1: Identify Instances of Exclusionary Bias in Selected Texts30 minutes
  • Module 3 Quiz30 minutes
2 discussion promptsTotal 20 minutes
  • Recognizing and Sharing Examples of Cognitive Bias10 minutes
  • Activity 2b: Detecting Biases in AI Outputs10 minutes

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.

What's included

3 videos8 readings1 assignment1 peer review2 discussion prompts

3 videosTotal 27 minutes
  • Developing Logical Arguments8 minutes
  • Mastering AI Prompt Design10 minutes
  • AI vs. Human Reasoning and Ethical Dilemmas9 minutes
8 readingsTotal 80 minutes
  • Argument and Argumentation (Section 2)10 minutes
  • Activity: Explore how Systematic Prompts Develop Critical Thinking10 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 Monitoring10 minutes
  • Further Reading: AI Literacy & Critical Thinking (Optional) 10 minutes
  • Module 4 Summary10 minutes
1 assignmentTotal 30 minutes
  • Argument and Argumentation30 minutes
1 peer reviewTotal 60 minutes
  • Critically Evaluating a GenAI Conversation60 minutes
2 discussion promptsTotal 20 minutes
  • Activity: Explore how Systematic Prompts Develop Critical Thinking10 minutes
  • Activity: How can Ethics of Reasoning be Compromised in AI-generated Texts?10 minutes

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.

What's included

5 videos8 readings2 assignments1 peer review1 discussion prompt

5 videosTotal 46 minutes
  • GenAI Tools for Critical Writing15 minutes
  • The Critical Writing Process (Section 1)4 minutes
  • The Critical Writing Process (Sections 2 and 3)14 minutes
  • Critical Writing Annotated Sample Text8 minutes
  • Critical Reading & Writing with GenAI: Course Summary5 minutes
8 readingsTotal 80 minutes
  • Resource: Four Prompt Patterns from the Video10 minutes
  • An Overview of 14 GenAI Writing Tools10 minutes
  • Activity: Compare New GenAI Tools10 minutes
  • Sample Text for Critical Writing Analysis10 minutes
  • Brave New Words10 minutes
  • Module 5 Summary10 minutes
  • Additional Resource: Privacy, Copyright, & Citing Issues with GenAI Tools (Optional)10 minutes
  • References and Acknowledgements10 minutes
2 assignmentsTotal 60 minutes
  • An Overview of 14 GenAI Writing Tools30 minutes
  • Brave New Words30 minutes
1 peer reviewTotal 60 minutes
  • Critical Writing with GenAI60 minutes
1 discussion promptTotal 10 minutes
  • GenAI Tools for Critical Writing10 minutes

Instructor

The Hong Kong University of Science and Technology
1 Course711 learners

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.