Exploring Human vs. Machine Intelligence and Ethics
Inquiry Framework
Question Framework
Driving Question
The overarching question that guides the entire project.How can understanding the defining characteristics and differences between human and machine intelligence influence ethical considerations and societal impacts, and shape the future advancement and integration of artificial intelligence in society?Essential Questions
Supporting questions that break down major concepts.- What are the defining characteristics of human intelligence compared to machine intelligence?
- In what ways do the processes of learning differ between humans and machines?
- How do natural intelligence and artificial intelligence each impact society, and what are the potential future implications?
- How do ethical considerations differ between human and machine actions, particularly in AI applications?
- What are the historical developments that have shaped our understanding of intelligence in both humans and machines?
- How do human values and ethics influence the design and implementation of AI technologies?
- In what ways can understanding psychology and biology contribute to advancements in artificial intelligence?
- What role does health and wellbeing play in discussions about intelligence and ethical AI?
- How can philosophy help us interpret the implications of AI on human life and society?
- How do sociology and cultural perspectives shape the integration of AI into various aspects of life?
Standards & Learning Goals
Learning Goals
By the end of this project, students will be able to:- Identify the key differences and similarities between human intelligence and artificial intelligence.
- Explore and analyze the historical context and development of artificial intelligence.
- Evaluate the societal impacts and ethical concerns related to the implementation and advancement of AI technologies.
- Investigate how human psychology and biology influence the design and capabilities of AI.
- Understand the current state and future projections of artificial intelligence in various sectors.
Computer Science Curriculum
Philosophy Curriculum
Psychology Curriculum
History Curriculum
Biology Curriculum
Sociology Curriculum
Technology Curriculum
Entry Events
Events that will be used to introduce the project to studentsEvolution of Intelligence
Launch with a futuristic video showing the evolution of intelligence from past to future, blending human and machine capabilities. Students can explore how intelligence is perceived and evolved in various eras and predict future developments. This directly links to the project goals of understanding intelligence evolution.Machine vs. Human Debate
Begin with an engaging debates between a human and AI (such as a chatbot or virtual assistant) on complex topics like ethics and decision-making. Students will examine the strengths and weaknesses in arguments presented by both sides, driving curiosity in the workings and implications of both intelligences. Follow with student debates, Randomly assigning one student the role of AI will surpass human intelligence and another student defending human intelligence will not be surpassed in all areas of intelligence.Interactive AI Ethics Simulation
Create an interactive simulation where students must make decisions in ethical dilemmas, assisted by AI tools. By managing these scenarios, they gain insights into both human and machine ethical reasoning, fostering a deep dive into core project concepts.Reverse Engineering Intelligence
Invite students to dissect an AI system to understand its decision-making processes. This practical session links directly to the core goal of understanding differences in intelligence types and offers a firsthand experience of machine functionality and ethics.Personal Intelligence Journey Mapping
Students create a timeline of their intellectual development parallel to AI evolution through history. By personalizing their learning path, students connect historical AI milestones with their cognitive growth, providing an authentic and relatable context for further exploration.Human uniqe intelligence types and when if ever would AI beable to successfully replicate them, such as Neural Diversity and Emotional Intelligence
What is Intelligence? What are the common types of Intelligence? Which Types has AI equaled or past Human Intelligence? Which Types has AI not met or surpassed Human Intelligence?Portfolio Activities
Portfolio Activities
These activities progressively build towards your learning goals, with each submission contributing to the student's final portfolio.Intelligence Evolution Timeline
Students create a timeline to map milestones in human intelligence, machine intelligence, and related developments from history to the present.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA comprehensive digital timeline showcasing key historical milestones in the development of human and artificial intelligence.Alignment
How this activity aligns with the learning objectives & standardsAligns with HIST3 - Trace historical developments in science and technology influencing AI.Machine vs. Human Ethical Debate
Engage in debates exploring ethical considerations of human and machine intelligence.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA reflective essay analyzing the strengths and weaknesses of ethical arguments related to AI.Alignment
How this activity aligns with the learning objectives & standardsAligns with P2 - Examine ethical considerations in technology and AI applications.AI Ethics Simulation Challenge
Interactive simulation exercises where students make decisions in AI-based ethical dilemmas.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityGroup presentation discussing solutions proposed in the ethical simulation challenges.Alignment
How this activity aligns with the learning objectives & standardsAligns with SOC6 - Investigate societal impacts of AI technologies.Reverse Engineering AI Decision Processes
Students dissect AI systems to understand how they process information and make decisions.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA detailed report on the decision-making processes of selected AI systems.Alignment
How this activity aligns with the learning objectives & standardsAligns with CS1 - Understanding the concepts and impacts of artificial intelligence.Cognitive Growth Parallel Mapping
Create personal maps aligning individual cognitive growth with AI evolution.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA visual map that illustrates personal cognitive growth and historical AI evolution.Alignment
How this activity aligns with the learning objectives & standardsAligns with PSY4 - Analyze the psychological processes in human intelligence.Multi-Intelligence Analysis: Human vs. AI
Investigate and compare the different dimensions of human intelligence and AI capabilities.Steps
Here is some basic scaffolding to help students complete the activity.Final Product
What students will submit as the final product of the activityA comparative analysis paper on the current and future state of human vs. AI intelligence types.Alignment
How this activity aligns with the learning objectives & standardsAligns with BIO5 - Explore the biological basis of human intelligence and TECH7 - Knowledge of current and emerging technologies related to AI.Rubric & Reflection
Portfolio Rubric
Grading criteria for assessing the overall project portfolioHuman and AI Intelligence Comparison Rubric
Research and Analysis
Assesses the ability to thoroughly research historical, ethical, and societal aspects of AI and human intelligence.Historical Research & Analysis
Evaluate students' ability to research and analyze key historical milestones in human and artificial intelligence.
Exemplary
4 PointsConducts extensive research, identifies groundbreaking milestones, and provides thorough analysis of historical impacts on AI and human intelligence.
Proficient
3 PointsConducts sufficient research, identifies important milestones, and provides clear analysis of historical developments.
Developing
2 PointsConducts limited research with gaps in identifying milestones and provides basic analysis of historical context.
Beginning
1 PointsResearch is superficial, missing key milestones, with minimal analysis of historical impact.
Ethical Understanding & Evaluation
Assess the understanding and ability to evaluate AI and human intelligence ethics.
Exemplary
4 PointsDemonstrates sophisticated understanding and critical evaluation of complex ethical issues in AI and human intelligence.
Proficient
3 PointsShows clear understanding and evaluation of key ethical considerations in AI applications.
Developing
2 PointsExhibits basic understanding with some evaluation of ethical issues in AI and human contexts.
Beginning
1 PointsShows minimal understanding or evaluation of ethical considerations between AI and humans.
Societal Impact Analysis
Evaluates the ability to analyze societal impacts and potential implications of AI technologies.
Exemplary
4 PointsProvides comprehensive analysis of societal impacts with insightful implications of AI technologies on future developments.
Proficient
3 PointsAnalyzes societal impacts and outlines reasonable implications of AI technologies.
Developing
2 PointsAttempts to analyze societal impacts but lacks depth or future implications.
Beginning
1 PointsSuperficial analysis with little insight into societal impacts of AI technologies.
Cross-disciplinary Integration
Examines how students integrate knowledge from various subjects into their analysis.
Exemplary
4 PointsSkillfully integrates knowledge from biology, psychology, sociology, and technology into coherent analysis.
Proficient
3 PointsEffectively integrates multiple subject areas into analysis with few gaps.
Developing
2 PointsIntegrates limited subject knowledge with noticeable gaps in holistic analysis.
Beginning
1 PointsLittle to no integration of cross-disciplinary knowledge in the analysis.
Critical Thinking and Problem Solving
Evaluates the use of critical thinking and problem-solving skills in understanding AI-related challenges and formulating solutions.Innovative Thought
Ability to propose innovative solutions or perspectives on human-AI interaction challenges.
Exemplary
4 PointsPresents original, innovative solutions with deep insights into human-AI interaction challenges.
Proficient
3 PointsOffers effective solutions with adequate insights into challenges.
Developing
2 PointsSuggests basic solutions with weak insights into interaction challenges.
Beginning
1 PointsMinimal engagement with solutions, showing little originality.
Argumentation and Reasoning
Assesses the ability to construct sound arguments with evidence in debates and ethical discussions.
Exemplary
4 PointsConstructs compelling arguments with comprehensive reasoning and strong evidence.
Proficient
3 PointsBuilds coherent arguments with logical reasoning and supportive evidence.
Developing
2 PointsAttempts argumentation, some reasoning present but lacks convincing evidence.
Beginning
1 PointsStruggles to formulate coherent arguments, minimal reasoning and evidence.
Presentation and Collaboration
Focuses on the delivery and collaboration of group projects and individual presentations.Clarity and Engagement
Measures how clearly information is presented and engages the audience.
Exemplary
4 PointsDelivers presentations with exceptional clarity, consistently engaging and inspiring the audience.
Proficient
3 PointsPresents clearly, keeps the audience engaged through most of the presentation.
Developing
2 PointsPresents with basic clarity but struggle to maintain audience engagement.
Beginning
1 PointsDifficult to follow presentation, little effort to engage the audience.
Team Dynamics and Contribution
Evaluates the effectiveness and contributions of individuals in team settings.
Exemplary
4 PointsDemonstrates leadership, consistent contribution, and fosters a collaborative team environment.
Proficient
3 PointsActively contributes to teamwork, effective collaboration with peers.
Developing
2 PointsParticipates in teamwork but contributions are uneven or inconsistent.
Beginning
1 PointsLimited participation or contribution to team efforts.
Reflective Practice
Encourages student reflection on learning experiences and goal setting for future growth.Depth of Reflection
Assesses how deeply students reflect on their learning processes and outcomes.
Exemplary
4 PointsProvides deep, insightful reflections with constructive self-assessment and clear learning goals.
Proficient
3 PointsOffers meaningful reflection and sets achievable learning goals.
Developing
2 PointsBasic reflection on learning with vague goals for improvement.
Beginning
1 PointsSuperficial reflection with minimal or unclear learning goals.