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Generative AI Teach-Out · LearnSpace
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Generative AI Teach-Out

Курс от University of Michigan
Уровень не указан≈ 7.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This Teach-Out introduces learners to artificial intelligence (AI) and explains how large language models and generative AI tools, like ChatGPT, work. Explore the ethical use of artificial intelligence, the implications of authorship, and how these tools might be utilized and regulated moving forward. Generative AI has developed rapidly over the last year and there is growing demand for a variety of AI tools, such as chatbots and visual media generators. For instance, ChatGPT launched in November 2022 in an effort to enhance natural language processing tasks like translation, text summarization, and text generation. Within five days of release, ChatGPT crossed 1 million users. By the two-month mark, it surpassed 100 million users. Concerns regarding the ethical implications of generative AI’s usage are emerging, particularly in business and education. This Teach-Out brings together University of Michigan experts on communication technology, the economy, artificial intelligence, natural language processing, healthcare delivery, architecture, and law to discuss the impacts of generative AI now and into the future. This Teach-Out will answer: - What is generative AI and how does it work? - What are the benefits and drawbacks of using generative AI? - What are ethical and legal implications of using generative AI? - How have society, the economy, and education responded to generative AI? - How might generative AI be integrated into society moving forward? - How can learners utilize generative AI in their lives? All contents of this Teach-Out are licensed as CC BY-SA with the exception of the course image.

Навыки, которые вы освоите

Natural Language ProcessingData EthicsIntellectual PropertyResponsible AILarge Language ModelingSocial SciencesChatGPTEconomics, Policy, and Social StudiesLaw, Regulation, and ComplianceLLM ApplicationEthical Standards And ConductArtificial IntelligenceGenerative AIAI literacy

Программа курса

1 модулей · 119 учебных материалов

01Generative AI Teach-Out119 материалов

Welcome to the Generative AI Teach-Out

Welcome to the Generative AI Teach-OutЧтениеWhat is a Teach-Out?ВидеоGround Rules for EngagementЧтениеHow to Navigate the Teach-OutЧтение

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Generative AI Teach-Out
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Обучение на Coursera

≈ 7.5 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Meet the ContributorsЧтение
Introduce YourselfОбсуждение
Tell Us a Little More about YouPLUGIN
What questions do you have for the experts? Обсуждение

Introduction to Generative AI

What is AI and ChatGPT?ЧтениеReading: What’s New in this Module?ЧтениеWhat is AI? What is ChatGPT?ВидеоWhat is Generative AI? What are Large Language Models (LLMs)?ВидеоGPT's Continual LearningВидеоGenerative AI in Art and ArchitectureВидеоSharing Examples of AIОбсуждениеWhat is Embodied AI?ВидеоEmerging Research on LLMsВидеоSEAGULL: Example of Embodied AIВидеоEmbodied AIОбсуждениеIntroduction to AI APIs ЧтениеOptional: Supplemental ResourcesЧтениеHow was this module?PLUGIN

Human Engagement with Generative AI

Generative AI’s Humanlike OutputЧтениеWhat’s New in this Module?ЧтениеGenerative AI’s Perceived AccuracyВидеоImplications of ChatGPT's Humanlike OutputВидеоPros & Cons of ChatGPT's Humanlike ResponseВидеоHumanlike Output & Logical ReasoningВидеоInterpretability of AIВидеоConsidering AI’s Humanlike OutputОбсуждениеWriting Good Prompts for Generative AIЧтениеWriting Good Prompts for ChatGPTВидеоPractice Using Generative AIЧтениеOptional: Generative AI ExamplesЧтениеOptional: ChatGPT Example - Simple Math ProblemВидеоOptional: ChatGPT Example - Complex Math ProblemВидеоOptional: ChatGPT Example - Programming (Part 1)ВидеоOptional: ChatGPT Example - Programming (Part 2)ВидеоOptional: ChatGPT Example - Character Backstory in Dungeons and DragonsВидеоOptional: Example of AI Art CreationЧтениеShare Your Experiences With Generative AIОбсуждениеOptional: Supplemental ResourcesЧтениеHow was this module?PLUGIN

Ethical Implications & Limitations of Using Generative AI

Ethical Implications & Limitations of Using Generative AIЧтениеReading: What’s New in this Module?ЧтениеSetting the Scene: Ethics in AIВидеоSetting the Scene: Limitations of Generative AI ChatbotsВидеоSetting the Scene: Plagiarism & AttributionВидеоReading: Citing ChatGPTЧтениеBias in AI Training DataВидеоRepresentation in AI Training DataВидеоBias & Discrimination in AI OutputВидеоReflecting on Ethics in AIОбсуждениеEthics in AIЧтениеHallucinationsВидеоDeep FakesВидеоAI and Creative WorksВидеоAI in Multiple Human LanguagesЧтениеTraining AIВидеоBuilding Generative AI SystemsВидеоAddressing Ethical ConsiderationsОбсуждениеOptional: Supplemental ResourcesЧтениеHow was this module?PLUGIN

Legal Implications of Generative AI

Legal Implications of Generative AIЧтениеWhat’s New in this Module?ЧтениеOutput Ownership & MonetizationВидеоOwnership of AI Generated ArtВидеоImplications of Using Different Forms of AIВидеоData PrivacyВидеоRegulation of AIВидеоGovernment RegulationЧтениеAddressing Legal ConsiderationsОбсуждениеOptional: Supplemental ResourcesЧтениеHow was this module?PLUGIN

Impact on Society & Industry

Impact on Society & IndustryЧтениеWhat’s New in this Module?ЧтениеSociety’s Response to New TechnologyВидеоShort and Long-term Economic Impacts of Generative AIВидеоShort and Long-term Societal Impacts of Generative AIВидеоEconomic Responses to Generative AIВидеоEffects on Human CapitalВидеоThe Impact of Generative AIОбсуждениеImpact on BusinessЧтениеAI, Business, & EntrepreneurshipВидеоChallenges for BusinessesВидеоPrompt EngineeringВидеоImpact on Skill Development & EducationЧтениеImplications on EducationВидеоUsing ChatGPT for Skill DevelopmentВидеоEvolving Skill Development in Art & ArchitectureВидеоChatGPT as a TeammateВидеоAI in Medical Care, Practice, & EducationВидеоImplications of ChatGPT Passing Certification ExamsВидеоAI in Education: Skepticism vs. Cynicism ВидеоGenerative AI in Skill Development & EducationОбсуждениеOptional: Supplemental ResourcesЧтениеHow was this module?PLUGIN

Current Events & the Future of Generative AI

Current Events & Generative AIЧтениеWhat’s New in this Module?ЧтениеAI in HollywoodЧтениеAI in HollywoodОбсуждениеThe Future of Generative AIЧтениеThe Future of ChatGPTВидеоAI for Advice - General Questions & Self-helpВидеоAI for Advice - Delicate QuestionsВидеоFuture of AI in Art & ArchitectureВидеоEmerging Trends on Using AI in BusinessВидеоFuture Opportunities for AI TechnologiesВидеоThe Future of Generative AIОбсуждениеOptional: Supplemental ResourcesЧтениеHow was this module?PLUGIN

Call to Action

Call to ActionЧтениеOption 1: Explorer PathЧтениеOption 2: Advocacy PathЧтениеYour Plan of ActionОбсуждениеLive Q&A Panel - August 23, 2023ЧтениеLive Q&A Panel - August 23, 2023ВидеоThank You for JoiningЧтениеHow was your experience?PLUGIN