Foul-Weather Policy: If UR closes for winter weather, we'll meet via Zoom.
Focus: Where are we now with generative AI?
Part 1) I'll introduce class information and teach you about the focused-reading notes you'll keep for your responses. We'll take a short survey to assess your interests and needs, if you have not already taken it. For our first class, you should do the following readings/viewings?
Watch Malcolm Gladwell's 30-minute interview with IBM's AI guru, Dario Gil. "Generative AI: A Conversation With Malcolm Gladwell and Dario Gil."
Orienting questions for class : how does what Gil and Gladwell discuss relate to your experience with AI? What are your concerns about your future work, after watching this (in particular, the parts of the video following 15:44 about the future of work)?
Kinder, M. et. al. Brookings Institution, 10 October 2024. "Generative AI, The American Worker, and The Future of Work."
Orienting question for class: How do you think YOU can prepare in this class and elsewhere for a workplace where AI usage is not only common but demanded?
Part 2) After our discussion, I'll introduce you to the tasks ahead for next week, notably beginning your reading/viewing journal (much of your participation grade, 50% of your final grade in the course).
Slides from class can be found here.
Screeenshot of classroom blackboard from 9/26/25: Brainstorming exercise from prompt:
"How do you think YOU can prepare in this class and elsewhere for a workplace where AI usage is not only common but demanded?"
Focus: When to use it? When not?
Be sure you have read and have journal entries for each of these by 9am, the day of class. You can see how the journal should look from this example I did for last week's reading/viewing. I will begin grading journals this week.
Discussion Partners tonight (AI generated!):
Group 1: Bijan, Caitlin, Dylan, Haley
Group 2: Jayden, Katie, Kenny, Mauricio
Group 3: Sean, Tierra, William
Bogost, I. "College Students Have Changed Forever." 17 August 2025, The Atlantic. (I will provide a copy & gift link).
Mollick, E. "15 Times to Use AI, 5 Times Not To" (Blog post)
Sano-Franchini, J. et al. "Refusing Generative AI in Writing Studies." (blog post/manifesto).
Essid, J. "The CCCC and Refusing AI: A Rebuttal" (blog post).
Slides from class can be found here.
Image: Hazer's Gallery. Nikola Tesla & Robot
Focus: Prompt Engineering
At home, begin a prompt-engineering worksheet. Make a copy and have it ready by class. Also copy it into your journal. Finally, be sure you have read and have journal entries for each of these by 9am, the day of class.
Mollick, E. "A Guide to Prompting AI (For What It Is Worth)" (blog post)
Giray, L. "Prompt Engineering with ChatGPT: A Guide for Academic Writers."
We will use NotebookLM (Google account required) and/or Research Rabbit AI Tool (requires free account) in class to find other articles of interest. Check to see if you can access these tools at home before class.
Focus: Ethics & AI
Be sure you have read and have journal entries for each of these by 9am, the day of class.
Asimov, A. The Three Laws of Robotics (from Wikipedia).
Prisznyák, A. "Ethical AI." Read Part 1 (163-166), Part 3 (167-169), Table 5 (174). Skim the rest as needed.
Yujie Sun, Y. et al. "AI Hallucination: Towards a Comprehensive Classification of Distorted Information in Artificial Intelligence-Generated Content." Humanities and Social Sciences Communications 11, Article number: 1278 (2024). Pay close attention to the discussion section near the end, in particular.
Our goal: to train an AI to answer questions ethically, using criteria your group develops for one AI. Each group will try a different commercial AI for this purpose. Groups will each give a short presentation of their findings
Focus: How Quickly is AI Evolving?
Be sure you have read and have journal entries for each of these by 9am, the day of class.
Roose, K "Why I'm Feeling the A.G.I." (I'll provide a a copy).
Reisner A. "Chatbots are Cheating on their Benchmark Tests." (I will enable a gift link over the weekend. It expires fast, so go in and listen to the podcast). I can provide a PDF copy.
Mollick, E. "Prophecies of the Flood" (blog post),
Essid, J. "What is The Flood? Will It Hit a Floodwall?" (blog post).
Focus: Hidden Costs
Be sure you have read and have journal entries for each of these by 9am, the day of class.
Tremayne-Pengelly, A. "A.I. Data Centers Are Emitting Nearly as Much Greenhouse Gases As Commercial Airlines." 17 December 2024, The Observer.
Perrigo, B. "OpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic." 18 January 2023. Time.
Reisner, A. "The Unbelievable Scale of AI's Pirated-Books Problem" 20 March 2025, The Atlantic.
Singer, N. "Goodbye, $165,000 Tech Jobs. Student Coders Seek Work at Chipotle." 10 August, 2025, The New York Times. (I will provide a copy)
Focus: Hidden Opportunities
Be sure you have read and have journal entries for each of these by 9am, the day of class.
Alexander, B. "The Rise of the AI Intermediary Layer" (Substack Post)
Altman, S. "The Gentle Singularity." (Blog post)
Autor, D. & Manyika, J. "A Better Way to Think about AI." 24 August 2025, The Atlantic. (I will provide link access and a copy)
Focus: Reviewing Forthcoming Work About AI & Writing
Focus: Frontiers for Researching AI (I will invite my co-editor Saurabh Anand to join our class)
Research review due to me and Saurabh, to forward to authors
Focus: Podcasting with AI Workshop
Be sure you have read and have journal entries for each of these by 9am, the day of class.
Emperado, L. "How to Create a Podcast with AI." (you'll want to hear the examples and look over advice for prompting an AI to help script your podcast).
Eng. 215 students' podcast assignments, scripts, and podcasts (for fiction). Note how scripts got radically changed when fed to an AI!
We will do group work to prepare your partners for any revisions to scripts and output.
Focus: Podcasting with AI Workshop, Part II
We will brainstorm ideas you can take home to write scripts to try with ElevenLabs podcast generator.
Focus: AI as Artist
Be sure you have read and have journal entries for each of these by 9am, the day of class.\
Baxter, C. "AI Art: The End of Creativity or The Start of a New Movement?" (BBC)
Web site for the AI artist Ai-Da
Review but not needed as a journal entry: (We will use this in class): "Artificial Intelligence for Image Research." University of Toronto Libraries.
Focus: Preparing for your Mini TED-Talks
Focus: Mini TED Talks!