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Generative AI: Impact, Considerations, and Ethical Issues · LearnSpace
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Generative AI: Impact, Considerations, and Ethical Issues

Курс от IBM
Начальный≈ 6.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you will explore the impact of generative artificial intelligence (AI) on society, the workforce, organizations, and the environment. This course is suitable for anyone interested in learning about the ethical, economic, and social implications of generative AI and how generative AI can be used responsibly. It will benefit professionals, executives, policymakers, and students. In this course, you will learn about the ethical concerns of generative AI, including data privacy, biases, copyright infringement, and hallucination. You will identify the misuses related to generative AI, including deepfakes. Further, in the course, you will examine the considerations for the responsible use of generative AI. You will explore the broader implications of generative AI on transparency, accountability, privacy, and safety. Finally, you will learn about the socioeconomic impacts of generative AI. The examples and cases included in the course help to realize the considerations for generative AI in real-life scenarios. You will hear from practitioners about the realities, limitations, and ethical considerations of generative AI.

Навыки, которые вы освоите

Responsible AIGenerative AIInformation PrivacyAccountabilityEthical Standards And ConductData EthicsEnvironmental Social And Corporate Governance (ESG)AI literacyData QualityBusiness EthicsSocioeconomicsCorporate SustainabilityLegal RiskSocial Impact

Программа курса

3 модулей · 46 учебных материалов

01Limitations and Ethical Issues of Generative AI 20 материалов

Welcome

Course IntroductionВидеоCourse OverviewЧтениеSpecialization OverviewЧтениеHelpful Tips for Course CompletionЧтение

Limitations, Concerns, and Issues of Generative AI

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IBM Skills Network Team

Преподаватель курса

Generative AI: Impact, Considerations, and Ethical Issues
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 6.3 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Limitations of Generative AIВидео
Issues and Concerns About Generative AIВидео
Hallucinations of Text and Image Generating LLMsВидео
Hallucinations of Code-Generating LLMs Видео
Hands-on-Lab : Hallucinations of LLMs PLUGIN
AI Portraits and DeepfakesВидео
Hands-on-Lab : Creating AI Portraits PLUGIN
Enhancing LLM Accuracy with RAGВидео
Legal Issues and Implications of Generative AIВидео
Expert Viewpoints: Issues and Ethical Concerns associated with Generative AIВидео
Expert Viewpoints: Limitations and Challenges of Generative AIВидео
Expert Viewpoints: Regulating Challenges Posed by Generative AIВидео
Lesson Summary: Limitations, Concerns, and Issues of Generative AIЧтение
Practice Quiz - Limitations, Concerns, and Issues of Generative AI Задание
Graded Quiz - Limitations and Ethical Issues of Generative AI Задание
Ethical Issues about Generative AIОбсуждение
02Social and Economic Impact and Responsible Generative AI 20 материалов

Considerations for Responsible AI

Considerations for Responsible Generative AI ВидеоImplementing Responsible Generative AI Across DomainsВидеоReading: Guardrails for Secure LLMsPLUGINEthical Considerations for Generative AI in Different DomainsPLUGINAI Ethics: Perspective of Key PlayersВидеоTrustworthy AI: An IBM Perspective ВидеоGenerative AI and Corporate Social Responsibility ЧтениеExpert Viewpoints: AI Ethics Understanding the Focus of Key PlayersВидеоExpert Viewpoints: What are the Key Considerations for the Responsible Use of Generative AIВидеоLesson Summary: Considerations for Responsible AIЧтениеPractice Quiz - Considerations for Responsible AIЗадание

Social and Economic Impact

Economic Implications of Generative AI ВидеоSocial Implications of Generative AI ВидеоA Reimagined Workforce with Generative AIВидеоExpert Viewpoints: Impact of Generative AI on SocietyВидеоExpert Viewpoints: Integrating Generative AI into Organizational CultureВидеоLesson Summary: Social and Economic Impact Чтение
03Course Quiz, Project, and Wrap-Up6 материалов

Glossary & Final Project

Glossary - Generative AI: Impact, Considerations, and Ethical IssuesPLUGINImplementing Responsible Generative AIЧтениеFinal Project: Preparing Your Mind for Generative AIPLUGIN

Graded Quiz & Wrap-up

Generative AI: Impact, Considerations, and Ethical IssuesЗаданиеCongratulations and Next StepsЧтениеThanks from the Course TeamЧтение
Practice Quiz - Social and Economic Impact Задание
Generative AI's Influence on Mental HealthОбсуждение
Graded Quiz - Social and Economic Impact and Responsible Generative AI Задание