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Artificial Intelligence and Machine Learning

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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.

Material Type: Lesson

Author: Rhonda S. Binda

Ethical Considerations and Risks

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15. Brave New World: Ethical Considerations and Risks The trifecta of globalization, urbanization and digitization have created new opportunities and challenges across our nation, cities, boroughs and urban centers. Cities in particular 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, governments 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.

Material Type: Lesson

Author: Rhonda S. Binda

Dialogues on AI and Ethics: Case Study PDFs

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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.

Material Type: Case Study

Authors: Princeton Center for Information Technology Policy, Princeton University Center for Human Values

Generative Artificial Intelligence: Practical Uses in Education – Simple Book Publishing

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This Open Educational Resource (OER) was produced for educators who wish to find positive and productive ways to incorporate generative artificial intelligence (AI) tools into their work. This includes: - using AI tools to develop courses, lesson plans, activities, assessments, and rubrics; - leveraging AI tools to enhance existing in-class activities and assignments; - teaching students how to engage with AI effectively, ethically, and responsibly; - utilizing AI tools to efficiently complete administrative tasks. This resource is focused on how AI tools can be used in polytechnic education. However, much of the content will also be relevant to educators in other educational contexts, like university or high school. The term ‘instructional staff’ is used widely in this resource and is meant to include instructors, professors, lecturers, teachers, educational assistants, and tutors.

Material Type: Textbook

Authors: Campus Manitoba, Troy Heaps

First ever consensus on Artificial Intelligence and Education published by UNESCO

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UNESCO has published the Beijing Consensus on Artificial Intelligence (AI) and Education, the first ever document to offer guidance and recommendations on how best to harness AI technologies for achieving the Education 2030 Agenda. It was adopted during the International Conference on Artificial Intelligence and Education, held in Beijing from 16 – 18 May 2019, by over 50 government ministers, international representatives from over 105 Member States and almost 100 representatives from UN agencies, academic institutions, civil society and the private sector.

Material Type: Reading

Author: International Conference on Artificial Intelligence and Education

Human-Centered AI: Guidance for K-12 Public Schools

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Artificial Intelligence (AI) is emerging rapidly across industries—including K–12 education. To support educators and education leaders in equitable and inclusive uses of AI in classrooms across Washington, the Office of Superintendent of Public Instruction (OSPI) presents this initial guidance, which emphasizes a human-centered approach to using this ever-evolving tool. OSPI’s guidance on integrating AI into Washington classrooms is designed to be used by stakeholders across public education. The document covers definitions, principles and values, guidance, policy, academic integrity and AI assistance, and professional development.

Material Type: Teaching/Learning Strategy

Author: Washington Office of Superintendent of Public Instruction