These are a set of fictional case studies that are designed to prompt reflection and discussion about issues at the intersection of AI and Ethics. These case studies were developed out of an interdisciplinary workshop series at Princeton University that began in 2017-18. They are the product of a research collaboration between the University Center for Human Values (UCHV) and the Center for Information Technology Policy (CITP) at Princeton. Click the title of each case study to download the full document.

This resource is a video abstract of a research paper created by Research Square on behalf of its authors. It provides a synopsis that's easy to understand, and can be used to introduce the topics it covers to students, researchers, and the general public. The video's transcript is also provided in full, with a portion provided below for preview:

"Disturbances such as antibiotics and environmental toxicity can alter microbial communities in the gut Afterward, gut microbe species recover to different extents, resulting in altered proportions of the microbes post-disturbance Unfortunately, it is still unclear what shapes the composition of gut microbiota ecosystems during recovery A recent study evaluated these changes in yellow perch after exposure to toxic metals Researchers exposed the fish to cadmium chloride in the laboratory and then evaluated the microbes on their skin and gut surfaces DNA sequencing demonstrated that while gut microbes recovered well after exposure Skin microbes recovered incompletely, resulting in the proliferation of opportunistic pathogens Interestingly, the type of cadmium exposure also affected recovery Recovery was better in microbial communities after constant exposure, while gradually increasing exposure altered microbe levels to a greater extent Although further studies are needed to fully understand how microbe.."

The rest of the transcript, along with a link to the research itself, is available on the resource itself.

Amidst tensions over European political and territorial boundaries, the assassination of Archduke Franz Ferdinand by a Serbian terrorist in 1914 derailed peace in the western world by sparking World War I—one of the highest-casualty conflicts in modern times. While European nations quickly engaged, the United States immediately declared neutrality. By 1917, however, remaining neutral was no longer an option. The Great War would bring the United States out of isolationism and onto the world stage. It would also change life on the American home front forever. A centralized government took control of American life in an unprecedented fashion by instating a mandatory military draft, controlling industries, initiating food and ration restrictions, and launching elaborate campaigns to encourage patriotism. One of the most important, if temporary, changes brought by the war at home came from the stifled flow of labor, as men were pulled away by the draft and immigration slowed. The need for American labor provided second-class citizens, such as women and African Americans, a brief opportunity for better jobs. This glimpse would help foment in them a desire for more and equal opportunities after they were pulled away once more at war’s end. This exhibition was created as part of the DPLA’s Public Library Partnerships Project by collaborators from Digital Commonwealth. Exhibition organizer: Anna Fahey-Flynn.

 U.S. History is designed to meet the scope and sequence requirements of most introductory courses. The text provides a balanced approach to U.S. history, considering the people, events, and ideas that have shaped the United States from both the top down (politics, economics, diplomacy) and bottom up (eyewitness accounts, lived experience). U.S. History covers key forces that form the American experience, with particular attention to issues of race, class, and gender.Senior Contributing AuthorsP. Scott Corbett, Ventura CollegeVolker Janssen, California State University, FullertonJohn M. Lund, Keene State CollegeTodd Pfannestiel, Clarion UniversityPaul Vickery, Oral Roberts UniversitySylvie Waskiewicz

By the end of this section, you will be able to:Explain Woodrow Wilson’s foreign policy and the difficulties of maintaining American neutrality at the outset of World War IIdentify the key factors that led to the U.S. declaration of war on Germany in April 1917