A one-stop shop to get started on the key considerations about data for AI! Learn how crowdsourcing offers a viable means to leverage human intelligence at scale for data creation, enrichment and interpretation, demonstrating a great potential to improve both the performance of AI systems and their trustworthiness and increase the adoption of AI in general.

An infographic can be used to display a concept graphically. For your final project, you will develop your personal and professional code of ethics. This "code" will include what you value and how you will conduct yourself in personal and professional relationships.

Your code of ethics infographic should have at least these three components:

- What does (or should) ethics mean in our society?
- What does ethics mean to you?
- How will you conduct yourself?

We will explore the changing political choices and ethical dilemmas of American scientists from the atomic scientists of World War II to biologists in the present wrestling with the questions raised by cloning and other biotechnologies. As well as asking how we would behave if confronted with the same choices, we will try to understand the choices scientists have made by seeing them in their historical and political contexts. Some of the topics covered include: the original development of nuclear weapons and the bombing of Hiroshima and Nagasaki; the effects of the Cold War on American science; the space shuttle disasters; debates on the use of nuclear power, wind power, and biofuels; abuse of human subjects in psychological and other experiments; deliberations on genetically modified food, the human genome project, human cloning, embryonic stem cell research; and the ethics of archaeological science in light of controversies over museum collections.

This course explores the relationship between ancient Greek philosophy and mathematics. We investigate how ideas of definition, reason, argument and proof, rationality / irrationality, number, quality and quantity, truth, and even the idea of an idea were shaped by the interplay of philosophic and mathematical inquiry. The course examines how discovery of the incommensurability of magnitudes challenged the Greek presumption that the cosmos is fully understandable. Students explore the influence of mathematics on ancient Greek ethical theories. We read such authors as: Euclid, Plato, Aristotle, Nicomachus, Theon of Smyrna, Bacon, Descartes, Dedekind, and Newton.

This book provides an overview of the current debates about the nature and extent of our moral obligations to animals. Which, if any, uses of animals are morally wrong, which are morally permissible (i.e., not wrong) and why? What, if any, moral obligations do we, individually and as a society (and a global community), have towards animals and why? How should animals be treated? Why?

We will explore the most influential and most developed answers to these questions – given by philosophers, scientists, and animal advocates and their critics – to try to determine which positions are supported by the best moral reasons.

This course applies the tools of anthropology to examine biology in the age of genomics, biotechnological enterprise, biodiversity conservation, pharmaceutical bioprospecting, and synthetic biology. It examines such social concerns such as bioterrorism, genetic modification, and cloning. It offers an anthropological inquiry into how the substances and explanations of biology—ecological, organismic, cellular, molecular, genetic, informatic—are changing. It examines such artifacts as cell lines, biodiversity databases, and artificial life models, and using primary sources in biology, social studies of the life sciences, and literary and cinematic materials, and asks how we might answer Erwin Schrodinger’s 1944 question, “What Is Life?” today.

Grâce à une analyse multidisciplinaire et décomplexée de notre relation à l’intelligence artificielle (I.A.), nous questionnerons nos usages quotidiens de l’I.A. Nous remonterons à l’origine historique de la notion d’« intelligence artificielle » afin d’en tirer des questions pratiques et des réponses concrètes, ainsi que des pistes de réflexion. Ensuite, nous aborderons les principes de base du fonctionnement de l’I.A. moderne pour y puiser une série de clés de compréhension. Enfin, nous nous arrêterons sur les craintes et idées reçues qui cernent le débat actuel autour de l’I.A. pour alors débattre collectivement de questions résolument actuelles.

9. Brave New World - AI/ML

The trifecta of globalization, urbanization and digitization have created new opportunities and challenges across our nation, cities, boroughs and urban centers. Cities are in a unique position at the center of commerce and technology becoming hubs for innovation and practical application of emerging technology. In this rapidly changing 24/7 digitized world, city governments worldwide are leveraging innovation and technology to become more effective, efficient, transparent and to be able to better plan for and anticipate the needs of its citizens, businesses and community organizations. This class will provide the framework for how cities and communities can become smarter and more accessible with technology and more connected.

What is the current state of artificial intelligence (AI) in the world of scholarly communication? What impact does AI have on the practices and strategies of publishers, libraries, information technology companies, and researchers? What exactly is AI and what are those in the realm of scholarly communication actually thinking about it and doing with it?

This Charleston Briefing seeks to provide some answers to these very important questions, offering both general essays on AI and more specific essays on AI in scholarly publishing, academic libraries, and AI in information discovery and knowledge building. The essays will help publishers, librarians, and researchers better understand the actual impact of AI on libraries and publishing so that they can respond to the potentially transformative impact of AI in a measured and knowledgeable manner.

"Charleston Briefings: Trending Topics for Information Professionals" is a thought-provoking series of brief books concerning innovation in the sphere of libraries, publishing, and technology in scholarly communication. The briefings, growing out of the vital conversations characteristic of the Charleston Conference and Against the Grain, will offer valuable insights into the trends shaping our professional lives and the institutions in which we work.

This course does not seek to provide answers to ethical questions. Instead, the course hopes to teach students two things. First, how do you recognize ethical or moral problems in science and medicine? When something does not feel right (whether cloning, or failing to clone) — what exactly is the nature of the discomfort? What kind of tensions and conflicts exist within biomedicine? Second, how can you think productively about ethical and moral problems? What processes create them? Why do people disagree about them? How can an understanding of philosophy or history help resolve them? By the end of the course students will hopefully have sophisticated and nuanced ideas about problems in bioethics, even if they do not have comfortable answers.

This seminar based course explores techniques for recognizing, analyzing, and resolving ethical dilemmas facing healthcare professionals and biomedical researchers in today’s highly regulated environment. Guest lectures by practicing clinicians, technologists, researchers, and regulators will include case studies, interactive small group discussions, and role-playing simulations. Professional conduct topics will include authorship, conflict of interest, data acquisition and management, and the protection of human subjects and animals involved in research programs.

This course is an introduction to the moral challenges that arise in the design and execution of biomedical research and the development of medical interventions. A historical review segues into detailed examination of key ethical concepts and principles, as well as topics of particular concern. At the culmination of the semester, students apply their knowledge of research ethics to an ethical analysis of their MTM BioDesign projects.

The following is a Generative AI instructional framework that seeks to warn up-and-coming professionals, corporations, and organizations of the potential social dangers of the widespread usage of generative artificial intelligence (AI), while also providing a framework for safeguarding digital racial and gender justice at the institutional level. 

Business Ethics is designed to meet the scope and sequence requirements of the single-semester business ethics course. This title includes innovative features designed to enhance student learning, including case studies, application scenarios, and links to video interviews with executives, all of which help instill in students a sense of ethical awareness and responsibility.

Ethics is an integral part of both corporate and personal world. This book comprises of 10 critical chapters on ethics. This book is designed to meet the requirements of a single semester of ethics course and includes case studies, video links and application scenarios that can help students with understanding the concepts.

Ethics is about determining value; it's deciding what's worth doing and what doesn't matter so much.Business ethics is the way we decide what kind of career to pursue, what choices we make on the job,which companies we want to work with, and what kind of economic world we want to live in and thenleave behind for those coming after. There are no perfect answers to these questions, but there's adifference between thinking them through and winging it. The Business Ethics Workshop provides aframework for identifying, analyzing, and resolving ethical dilemmas encountered through working life.

Business Law, Ethics, and Sustainability is a textbook for undergraduate law courses. It covers business law topics such as contracts, business organizations, employment law, and torts, as well as a general survey of American law. Additional topics include Constitutional law, civil rights, environmental law, criminal law, and litigation.

Law, in its simplest form, is used to protect one party from another. For instance, laws protect customers from being exploited by companies. Laws protect companies from other companies. Laws even protect citizens and corporations from the government. However, law is neither perfect nor all encompassing. This course will introduce the student to the laws and ethical standards that managers must abide by in the course of conducting business. Laws and ethics almost always shape a company's decision-making process; a bank cannot charge any interest rate it wants to charge that rate must be appropriate. By the end of this course, the student will have a clear understanding of the legal and ethical environment in which businesses operate. Upon successful completion of this course, the student will be able to: Identify sources of law in the United States; Describe the function and role of courts in the US legal system; Differentiate litigation from methods of alternative dispute resolution; List the elements of the major torts; List the essential elements of a valid contract; Describe how a contract can fail; Summarize the remedies available for breach of contract; Distinguish between real and personal property; Identify the various interests in real property and how they pass; Identify the requirements to hold various rights under intellectual property laws; Analyze the impact of the digital era on intellectual property rights; Distinguish between at-will employment and contractual employment; Identify laws that generally regulate the employer-employee relationship; Identify criminal acts related to the business world; Define white collar crime; Describe the various forms of business organization; Identify the major laws regulating business in the United States; Identify major ethical concerns in business today. (Business Administration 205)

The MIT Case Studies in Social and Ethical Responsibilities of Computing (SERC) aims to advance new efforts within and beyond MIT’s Stephen A. Schwarzman College of Computing. The specially commissioned and peer-reviewed cases are brief and intended to be effective for undergraduate instruction across a range of classes and fields of study. The series editors expect the cases will also be of interest for computing professionals, policy specialists, and general readers. All cases will be made freely available via open-access publishing, with author retained copyright, through Creative Commons licensing.
The Series Editors interpret “social and ethical responsibilities of computing” broadly. Some cases focus closely on particular technologies, others on trends across technological platforms. Still others examine social, historical, philosophical, legal, and cultural facets that are essential for thinking critically about present-day efforts in computing and data sciences.

“Classroom Ethics: Morality and Values for Teachers and Students” is a Salary Point Class for K-12 teachers of all subjects. The primary goal of the course is to promote good behavior, academic integrity, and social responsibility in our students. Further, the course will help our students develop their moral intelligence. The course will address a wide variety of issues related to the general topic of ethics and morality. It will touch on issues of philosophical, religious, and social values, examples of good manners and proper etiquette, the virtues of honor and honesty, as well as the California Content Standards in Language Arts, Social Studies, and Science. In addition to examining the development of respect, empathy, and tolerance in our students, the course will explore aspects of conflict resolution and service learning. As a fundamental component of the course, all participants will create a notebook of instructional materials and lesson plans to use in their work as teachers.