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Writer's pictureolivershearman

How to AI-proof Your Classroom: 30 Activities to Develop Skills in the AI-era

In an AI-driven world where automation handles routine tasks, cultivating higher-order thinking skills (HOTS) in students becomes paramount... or at least I think so. These skills—critical thinking, creativity, problem-solving, ethical reasoning, and adaptability—are uniquely human and essential for future success. We need them and it will be tempting for students NOT to develop them. So with that in mind, here are some humble suggestions for ways to engage students that avoid reliance and dependence on AI interaction and content.



1. Project-Based Learning (PBL)


Description: PBL engages students in sustained, in-depth projects that require planning, research, problem-solving, and presentation.


Activities:


  • Design Challenges: Students create solutions to real-world problems, such as developing a sustainable energy plan for their community.

  • Research Projects: Investigate topics like the impact of AI on different industries and present findings.


Benefits: Encourages autonomy, critical thinking, and application of knowledge to real-life scenarios.


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2. Inquiry-Based Learning


Description: Students formulate questions, investigate to find answers, and build new understandings.


Activities:


  • Science Experiments: Pose a question like "How does machine learning improve over time?" and let students explore.

  • Historical Investigations: Examine the ethical implications of technological advancements throughout history.


Benefits: Fosters curiosity, research skills, and independent learning.


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3. Collaborative Learning


Description: Students work together to solve problems, complete tasks, or create products.


Activities:


  • Group Projects: Teams develop an app or a game that addresses a social issue.

  • Peer Teaching: Students teach each other about different AI technologies.


Benefits: Enhances communication, teamwork, and perspective-taking.


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4. Integration Incredible Pre-made Teaching Resources


Description: Leverage existing teacher made resources for engagement in an authentic way to build skills and engage effectively.


Some examples of excellent and authentic teaching resources above. You can click above to see these amazing items.


Activities:


  • Science Articles: Articles that bring visuals, engaging content and suitable and challenging questions to get students working effectively without AI. Some examples and ideas here.

  • Science Research Project Templates: Research Project Templates (Web-quests) that ask students a creative and effective method to learn about topics which are both exciting and structured effectively. A great bunch are available here.


Benefits: Saves time by using pre-made resources and brings a unique and engaging perspective to middle and high school teaching.


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5. Teaching Computational Thinking


Description: Develops a problem-solving process that includes decomposition, pattern recognition, abstraction, and algorithms.


Activities:


  • Algorithm Design: Create step-by-step solutions for complex problems.

  • Logic Puzzles: Solve puzzles that require systematic reasoning.


Benefits: Enhances logical reasoning and structured thinking.


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6. Emphasizing Metacognition


Description: Encourages students to reflect on their own thinking and learning processes.


Activities:


  • Reflective Journals: Students write about what strategies worked or didn't in solving a problem.

  • Think-Aloud Sessions: Verbalize thought processes during problem-solving.


Benefits: Improves self-awareness and the ability to adapt learning strategies.


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7. Case Studies and Simulations


Description: Analyze real-world scenarios to apply theoretical knowledge.


Activities:


  • Business Case Studies: Evaluate companies that have successfully integrated AI.

  • Simulations: Participate in virtual labs or economic simulations impacted by AI.


Benefits: Bridges theory and practice, enhancing decision-making skills.


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8. Socratic Seminars and Debates


Description: Engage in structured discussions to explore complex ideas.


Activities:


  • Ethical Debates: Discuss topics like AI in surveillance versus privacy rights.

  • Philosophical Discussions: Explore the concept of consciousness in AI.


Benefits: Promotes critical thinking and articulating ideas clearly.


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9. Interdisciplinary Learning


Description: Integrate multiple subjects to solve complex problems.


Activities:


  • STEAM Projects: Combine science, technology, engineering, arts, and math to create holistic projects.

  • Global Issues Studies: Tackle problems like climate change using insights from various disciplines.


Benefits: Encourages holistic thinking and the ability to see connections between concepts.


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10. Encouraging Creativity and Innovation


Description: Foster original thinking and the development of new ideas.


Activities:


  • Design Thinking Workshops: Follow steps to empathize, define, ideate, prototype, and test solutions.

  • Innovation Labs: Create prototypes using 3D printers or other technologies.


Benefits: Stimulates inventive thinking and problem-solving.


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11. Ethical Discussions and Philosophy


Description: Delve into the moral implications of AI and technology or whatever subject it may be.


Activities:


  • Ethics Courses: Study the impact of AI on employment, privacy, and society.

  • Scenario Analysis: Examine potential future scenarios involving AI advancements.


Benefits: Develops moral reasoning and ethical decision-making.


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12. Lifelong Learning Skills


Description: Teach students how to learn independently and adapt to new information.


Activities:


  • Independent Study Projects: Students choose a topic of interest to explore deeply.

  • Learning How to Learn Workshops: Focus on study skills, time management, and resource utilization.


Benefits: Prepares students for continuous learning in a rapidly changing world.


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13. Problem-Based Learning


Description: Students learn by solving complex, real-world problems without predetermined solutions.


Activities:


  • Medical Case Studies: Diagnose fictional patients using available data.

  • Environmental Challenges: Develop plans to address local environmental issues.


Benefits: Enhances analytical skills and the ability to apply knowledge creatively.


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14. Encourage Questioning and Curiosity


Description: Cultivate an environment where inquiry is encouraged. Get students to always ask why?


Activities:


  • Question of the Day: Start each class with a thought-provoking question.

  • Curiosity Journals: Keep track of interesting questions and explore them.


Benefits: Stimulates intellectual curiosity and lifelong learning habits.


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15. Use of Open-Ended Assignments


Description: Assign tasks with multiple possible solutions to encourage divergent thinking.


Activities:


  • Creative Writing Prompts: Write stories that imagine future technologies.

  • Art Projects: Create artwork representing abstract concepts like "innovation."


Benefits: Encourages exploration and personal expression.


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16. Reflective Journaling


Description: Students regularly reflect on their experiences and learning processes.


Activities:


  • Learning Logs: Document what was learned and how it can be applied.

  • Emotional Reflections: Explore feelings about successes and challenges.


Benefits: Promotes self-awareness and personal growth.


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17. Role-Playing and Simulations


Description: Immerse students in scenarios that require active problem-solving.


Activities:


  • Mock Trials: Debate legal cases involving AI rights or different technical topics.

  • Business Simulations: Manage a virtual company affected by AI innovations.


Benefits: Enhances empathy and strategic thinking.


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18. Teaching Data Literacy


Description: Build skills in understanding and interpreting data.


Activities:


  • Data Analysis Projects: Interpret datasets related to current events.

  • Infographic Creation: Visualize complex information in accessible formats.


Benefits: Develops critical evaluation of information and quantitative reasoning.


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19. Entrepreneurship Education


Description: Encourage innovative thinking within a business context.


Activities:


  • Startup Pitches: Develop and present business ideas to solve societal problems.

  • Market Research: Analyze trends and identify opportunities for innovation.


Benefits: Fosters initiative, risk-taking, and strategic planning.


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20. Global Collaboration Projects


Description: Work with students from other cultures to broaden perspectives.


Activities:


  • Virtual Exchange Programs: Collaborate on projects with international peers.

  • Global Issue Forums: Discuss and develop solutions for worldwide challenges.


Benefits: Enhances cultural awareness and global thinking.


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21. Incorporate Real-World Problems


Description: Use current events as learning opportunities.


Activities:


  • News Analysis: Evaluate how AI is portrayed in media and its real impact.

  • -Community Projects: Partner with local organizations to address community needs.


Benefits: Makes learning relevant and impactful.


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22. Emphasize Process Over Product


Description: Focus on learning experiences rather than just outcomes.


Activities:


  • Portfolios: Collect work over time to show growth.

  • Process Reflection Sessions: Discuss what strategies worked during a project.


Benefits: Encourages perseverance and learning from mistakes.


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23. Mindfulness and Emotional Intelligence


Description: Develop self-regulation and interpersonal skills.


Activities:


Mindfulness Exercises: Practice techniques to improve focus and reduce stress.

Empathy Workshops: Engage in activities that build understanding of others' feelings.


Benefits: Supports mental well-being and social skills.


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24. Gamification


Description: Apply game design elements to learning.


Activities:


  • Educational Games: Use platforms that turn learning into interactive experiences.

  • Leaderboards and Badges: Reward progress and achievements.


Benefits: Increases engagement and motivation.


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25. Mentorship Programs


Description: Connect students with mentors in fields of interest.


Activities:


  • Guest Speakers: Invite professionals to share insights.

  • Shadowing Opportunities: Observe experts in real-world settings.


Benefits: Provides guidance and real-world perspectives.


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26. Flipped Classroom Model


Description: Students learn new content at home and apply it in class.


Activities:


  • Video Lectures as Homework: Watch instructional videos outside class time.

  • In-Class Problem Solving: Apply concepts through activities during class.


Benefits: Maximizes classroom interaction and practical application.


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27. Encourage Diversity of Thought


Description: Expose students to multiple viewpoints.


Activities:


  • Debate Multiple Perspectives: Discuss topics from various cultural or ideological angles.

  • Diverse Reading Lists: Include authors from different backgrounds.


Benefits: Broadens understanding and critical evaluation of ideas.


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28. Use of Analogies and Metaphors


Description: Simplify complex ideas by relating them to familiar concepts.


Activities:


  • Create Analogies: Explain AI algorithms using everyday examples.

  • Metaphorical Art: Represent abstract concepts visually.


Benefits: Aids in comprehension and memory retention.


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29. Integrate Arts into Curriculum


Description: Use artistic mediums to explore and express ideas.


Activities:


  • Drama Performances: Act out historical events or futuristic scenarios.

  • Music Projects: Compose pieces that reflect themes studied.


Benefits: Enhances creativity and emotional connection to material.


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30. Continuous Feedback


Description: Provide regular, constructive feedback.


Activities:


  • Peer Reviews: Students critique each other's work.

  • One-on-One Conferences: Discuss progress and areas for improvement.


Benefits: Supports growth and improvement.


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By using some of the above techniques and activities, then you can hopefully help to take some of the struggle out of teaching students effectively and getting them to truly think for themselves and engage effectively. I hope this is helpful and you may get some great ideas or tweak your practice in some way that helps your students in the future.


Thank you for reading

Cheers and stay curious

Oliver - The Teaching Astrophysicist

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