Office Hours:
Fernando Nasc (he/him) fnascime@bowdoin.edu
Office hour scheduling: https://calendly.com/profnasc
Office: Mills 112
Fernando Nasc (he/him) fnascime@bowdoin.edu
Office hour scheduling: https://calendly.com/profnasc
Office: Mills 112
Understand AI-based artifacts on a conceptual and functional level
Analyze possible ethical consequences of AI-based artifacts through historical, fictional, and personal narratives
Critically examine the impact of AI on human cognition, and interpersonal, social, and political agency
Invites students to inhabit fictional worlds transformed by AI technologies and then to reflect on the various dimensions of such imaginative variations through questions arising from cognitive science, ethics, and politics. Applies humanities lens shaped by a narrative ethics approach that offers an ‘ethical laboratory’ in which students explore fictional and historical narratives representing the contexts and consequences of AI in three spheres of decisions: users, developers and policy makers/citizens. Introduces AI-based artifacts on a conceptual and functional level and critically examines the impact of AI on society. Discusses ways to exercise human agency to shape AI towards the common good.
Week 5 - Explainability and Transparency
Week 6 - The Alignment Problem
Week 7 - Fall Break and Midterm
Week 8 - AI Governance
Week 9 - AI Generating Texts, Images, Music, and Video
Week 10 - AI Romantic Partners
Week 11 - AI Automating Jobs
Week 12 - AI Recommending Post, Media, and Products and AI creating avatars of the decesead.
Week 13 - Thanksgiving
Week 14 - Military
Education
Week 15 - Health Care
Environment
There will be four central dimensions of the course grading.
Formative Assessment (25% of the final grade) - Low-stakes activities that bridge course readings to discussions and short lectures. They are primarily in-class exercises, ranging from reading comprehension to small group assignments. The two lowest grades (including any missed assignments) will be discarded.
Midterm (25% of the final grade) - One individual in-class evaluative assessment. Its objective is to solidify the core concepts of the first theoretical block of the course and explore your argumentative insights based on course readings and in-class discussions.
Debates (25% of the final grade) - The second block of the course will be structured in small group debates on key AI Ethics themes. You will prepare a short defense of your perspective, engage with other groups' arguments, and write an individual write-up of how you would deliberate about the controversial topic.
Applied AI Projects (25% of the final grade) - The final block of the course will be organized around areas of application of AI-related systems. You will work in groups to prepare a presentation applying the concepts discussed in the first part of the course in one application area.
Screen Policy
No screen use is permitted in class unless explicitly stated by the instructor or in cases of learning accommodations. This includes phones, tablets, and computers. Most courses will display a symbol during presentations that indicates when screen use is allowed. When screens are not permitted, all devices should be put away and out of sight.
If you have a documented accommodation that allows the use of a laptop or tablet for note-taking, please make sure to submit the appropriate materials to the professor.
Attendance Policy
You can request two excused absences due to health-related issues. If you need more accommodations, please, reach out to your academic dean, and they will work with you and your instructors on the best strategies to address your needs.
Since our in-person meetings are core components of the course pedagogical strategy, 2 percentage points will be deducted from your final grade for each unexcused absence. To be clear, absences beyond the first two can only be excused by the dean’s office. If, for example, you tell a professor that you will be away for the next class and they say “ok” they are not excusing your absence, they are merely acknowledging it.
Late Submissions Policy
Two points will be deducted for each day after the assignments' deadline. Please, reach out to the course instructor in advance if any particular situation might impact your ability to submit the assignment on time.
Generative AI Policy
Students' Expectations
Be transparent about AI use
When in doubt, mention its use
Submit your prompts with your assignments
Understand that over-reliance on AI will hinder your learning and skill development
Violations of this policy will be treated as academic dishonesty
Instructor's Expectations
We will design assignments and assessments that prompt you to assess and demonstrate your individual strengths
We will read and evaluate your assignments using our own expertise and judgement
We will clearly disclose any AI tools we use for course preparation
We will provide our personal guidance and support during office hours and email
Academic Honesty
We assume that every student is abiding by the Code of Academic and Social Conduct to which they agreed upon matriculation at Bowdoin: http://www.bowdoin.edu/studentaffairs/student-handbook/college-policies/ If you find yourself overwhelmed, unsure about what to do, without materials to use, or otherwise feeling like you have no choice but copying from the web and calling it your own work, contact Professor Nascimento before you make a very bad decision. DO NOT jeopardize your academic career for an assignment in this course. Talk to us first, because if we suspect any kind of cheating or plagiarism we will pursue the matter to the fullest extent allowable by Bowdoin policy.
Religious Holidays
No student is required to take an examination or fulfill any other scheduled course requirement on recognized major religious holidays. Students are expected to declare their intention to observe religious holidays at the beginning of the semester. Please contact Professor Nascimento within the first week of classes to make arrangements if you will be missing classes due to religious holidays.
Electronic Responsibility
“My computer died” and “I only saved to the lab laptop” are not valid excuses for having nothing to show for your work on the day an assignment is due. We are going to discuss and practice responsible management of electronic files so that you are never caught without a very recent copy of your very important work. Having nothing to show on the due date will be a sign that you started the assignment very late.
Accessibility
Bowdoin College is committed to ensuring access to learning opportunities for all students. Students seeking accommodations based on disabilities must register with the Student Accessibility Office. Please discuss any special needs or accommodations with me at the beginning of the semester or as soon as you become aware of your needs; I am eager to work with you to ensure that your approved accommodations are appropriately implemented.
Please fill out this spreadsheet (by Oct 1st) with your group's preferences.
Please fill out this spreadsheet with your group's preferences.
And here is the guideline document for your final presentation.
Post-presentation reflections form (for the audience, the presenters do not need to respond to it)
AI and the Military
Post-presentation reflections
Additional Reading: 2024 - Taddeo - AI Ethics in Defence - Introduction
Post-presentation reflections
Additional Reading: 2023 - Giannini - Reflections on generative AI and the future of education
Post-presentation reflections
Ethics and governance of artificial intelligence for health
Post-presentation reflections
American AI Data Centers - Business Insider documentary