AI in the Real World: Data, Power, & Society
The above image was generated by Google Gemini EDU using the course summary to create a banner.
📘 Course Description
This course explores the complex interplay between artificial intelligence (AI) and modern society. Students examine AI’s applications, limitations, and implications across ethics, policy, economics, employment, and justice.
Through readings, case studies, and case designs, we critically analyze how these technologies influence and are influenced by our decisions and interactions. We will trace the uses of these technologies at various times and in various domains, including education, healthcare, and criminal justice, and consider their impacts on individuals and communities.
Our aim is develop a nuanced understanding of AI’s role in our society and to become critical pragmatists who can navigate the ethical, social, and political dimensions of AI in our personal and professional lives.
Data, Tools, Practices, and Actions
We will use the Data, Tools, Practices, and Actions (DTPA) framework to explore these relationships. A diagram of the DTPA framework is shown below, illustrating the relationships between data, tools, practices, and actions. We include the progression from historical, to contemporary, to future-oriented case studies to help you understand how these relationships evolve over time.

🎯 Quick Links
- Syllabus — Course overview, policies, and grading
- Learning Goals — What you’ll be able to do by the end
- Schedule — Weekly topics and modules
- Assignments — Homework, projects, and assessments
Alternative Course Banners
Below we asked Google Gemini EDU to create two additional banners from the perspective of someone who is worried about AI and someone who is optimistic about AI. These banners represent the often presented ends of the spectrum of perspectives on AI, but they are not the only perspectives.
Through this course, we will explore a range of perspectives and complications that lead to a nuanced and contextual understanding of AI’s impact on society.
Prompt: Using the course description and the uploaded banner image, create an alternative course banner image for CMSE 101 from the perspective of someone that is deeply worried about artificial intelligence. | Prompt: Using the course description and the uploaded banner image, create an alternative course banner image for CMSE 101 from the perspective of someone that is quite optimistic about artificial intelligence. |
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Accessibility
We strive to ensure that all course materials are accessible to everyone. Materials appear as this website, which has controls for font, text size, contrast, and screen reader compatibility. Additionally, the course materials are available in multiple formats, including MS Word and PDF.
For questions or further accommodations, contact your Danny Caballero.
Prompt: Using the course description and the uploaded banner image, create an alternative course banner image for CMSE 101 from the perspective of someone that is deeply worried about artificial intelligence.
Prompt: Using the course description and the uploaded banner image, create an alternative course banner image for CMSE 101 from the perspective of someone that is quite optimistic about artificial intelligence.