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What is Generative AI

Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation
Advanced artificial intelligence systems that can dynamically generate new content and insights, such as text, code, images, and more.
Published in Chapter:
Empowering Teachers With Generative AI Tools and Support
Mete Sipahioglu (Samsun University, Turkey)
DOI: 10.4018/979-8-3693-1351-0.ch011
Abstract
This chapter explores the potential of generative AI to transform education and empower teachers. It analyzes pedagogical enhancements enabled by these tools, including personalized and simulated learning, tailored assessments, teacher-student collaboration, and streamlined workflows. The author examines how AI's data-driven insights can boost responsiveness, motivation, inclusion, and experiential understanding. While promising, integrating AI demands thoughtful oversight to uphold humanistic values. The author emphasizes that teacher wisdom must direct implementation ethically, and learners need support developing AI literacy. Though rapidly advancing, generative tools should empower, not replace, educator and student agency. This chapter provides a balanced analysis of AI's possibilities and prudent perspectives for education. With ethical foundations uplifting expertise and learner voices alike, classrooms can judiciously leverage AI to expand responsive, enriched learning benefitting all.
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Digital Public Intrapreneurship and Digital Public Entrepreneurship
artificial intelligence systems designed to create content, including text, images, audio, and video, that mimics humanlike creativity. These systems learn from vast datasets to generate new outputs that can be original and contextually relevant, based on the patterns, styles, and information they have been trained on.
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The Reality of Artificiality: The Impact of Artificial Intelligence on Language and Culture Course Assessments and Rubrics
Artificial Intelligence technologies that generate responses based on inputted prompts.
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Examining the Use of ChatGPT in Language Teaching: Teachers' Experiences and Perceptions
A type of artificial intelligence known as “generative AI” is able to create a variety of content, including text, images, audio, and made-up data. The user-friendly interfaces of cutting-edge tools, which enable users to quickly create excellent text, graphics, and films in only a few seconds, are the source of the current excitement around generative AI.
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Chatbots in Education: Addressing Student Needs and Transforming Learning in the Post-COVID-19 Era
Artificial intelligence systems capable of creating new content, ideas, or responses autonomously. It involves machines generating original and contextually relevant outputs.
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Is It Just a Technical Issue?: Virtuous Prompt Engineering for Empowering Teachers
Artificial intelligence capable of generating text, images, or other media, using generative models.
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AI in Academic Libraries: Success, Pitfalls, Perceptions, and Why We Need AI Literacy
A set of ML models that can generate new data, i.e., the output is object that look like the one on which model is trained; ChatGPT is the most popular instance.
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Artistic Expressions, Generative AI, and Legal Tapestry: Exploring the Dynamics of Copyright Laws in the Confluence of AI and Artistic Creation
Generative AI is an artificial intelligence that can generate text, pictures, audio, and synthetic data.
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Analysis of Chatbots: History, Use Case, and Classification
Generative AI is a kind of artificial intelligence based technology which can generate a variety of content, such as text, images, audio, and synthetic data. Traditional AI demonstrates its superiority in tasks that require logical reasoning, pattern identification, and rule-based decision making. Generative AI, on the other hand, excels at activities that need creativity, invention, and the ability to create new and original information.
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Professionally Ethical Ways to Harness an Art-Making Generative AI to Support Innovative Instructional Design Work
An artificial intelligence tool or program that creates some content autonomously or with inputs from people or other external sources.
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Empowering Educators With Generative AI Tools and Support
A short term of Generative Artificial Ingelligence, which is a category of artificial intelligence. Unlike some other AI approaches that concentrate on analyzing and describing existing data, generative AI is designed to produce new and unique content such as texts and images. It can be used in various applications including content generation, art creation, feedback provision, and more.
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Generative AI in Higher Education
A branch of AI that focuses on creating new content or data that are similar to but not identical to the training data. This includes generating images, text, music, etc.
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Resulting Changes
Generative AI refers to artificial intelligence systems that have the capability to generate new content, such as images, text, or other media, often in a way that mimics human creativity (OpenAI, 2023 AU41: The in-text citation "OpenAI, 2023" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ).
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Exploring the Challenges and Applications of Generative AI on Engineering Education in Mexico
A branch of artificial intelligence that focuses on building models that can produce new content, including pictures, videos, texts, or music, that closely resembles data that has been created by humans.
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Innovative Curriculum Development and Content Creation With Generative AI
Is a branch of artificial intelligence that specializes in creating new content, whether that be text, images, audio, or other forms of data. It operates by learning from a vast array of existing data and using that knowledge to generate new, original outputs that are similar but not identical to the data it was trained on.
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Redefining Traditional Pedagogy: The Integration of Machine Learning in the Contemporary Language Education Classroom
A subset of artificial intelligence (AI) that focuses on developing models and algorithms capable of generating content, such as text, images, or even videos, in a way that appears to be created by humans.
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Use of Generative AI Tools to Facilitate Personalized Learning in the Flipped Classroom
It is a technology that generates relevant new content based on text information, images, audio, etc. provided by users.
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Designing Language Learning Experiences With Generative AI Tools
Multimodal artificial intelligence that can produce text, images, and other forms of data.
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AI-Powered Lesson Planning: Insights From Future EFL Teachers
A wing of artificial intelligence (AI) that focuses on creating systems capable of producing human-like outputs, such as language, images, or other forms of content.
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GenAI, Robots, and Inclusive Special Education: Autism Spectrum Disorder in the Age of Generative AI
Generative AI is a type of artificial intelligence technology capable of using human language skillfully and producing various types of content, including text, imagery, audio, and synthetic data.
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Navigating the Legal and Ethical Framework for Generative AI: Fostering Responsible Global Governance
Generative AI is an artificial intelligence that can generate text, pictures, audio, and synthetic data.
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Standing on the Shoulders of Generative AI
It is a form of artificial intelligence that utilizes algorithmic techniques to generate various types of content, including text, audio, images, and videos. The model is trained using deep learning techniques with the provided training data.
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Unlocking the Power of Prompt Engineering: Diverse Applications and Case Studies
This term refers to a category of artificial intelligence systems and models that have the capability to generate content, such as text, images, audio, or other data, that is not directly copied from existing examples but is instead produced based on patterns and knowledge learned from training data.
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Revolutionizing Content Creation and Curriculum Development Through Generative AI
AI that generates creative and contextually pertinent content, typically via deep learning and language models.
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Facing Mega-Crises in the Global Era of AI: The Role of Communication Education
Technological tools that are capable of creating novel texts, codes, images, sounds, videos, or other types of content, which are based on machine learning systems such as neural networks and large sets of training data.
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Engaging Future-Minded Visualizations and Artful Aesthetics: “Seeing Different” With Human-Machine Collaborations With Artmaking Generative AIs
A group of computational tools that are often powered by large language models and can be prompted to generate novel text, novel imagery, and other creative works (writing in various genres, music, digital characters, and others) Generative art: Art created by biological, chemical, computational or other autonomous or semi-autonomous systems based on human instigation of the process.
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Ethical Navigations: Adaptable Frameworks for Responsible AI Use in Higher Education
A type of technology that uses AI to create content, including text, video, code, and images. A generative AI system is trained using large amounts of data, so that it can find patterns for generating new content.
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Children's Book Visualizations From an Artmaking Generative AI
Computer tools that output digital informational contents (text, imagery, audio, video, slideshows, and others).
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Exploring the Ethical Principles for the Implementation of Artificial Intelligence in Education: Towards a Future Agenda
Generative AI refers to technologies that can analyze the complex patterns and structures of human language, and they are primarily trained to understand and generate natural language in a way that is similar to a human.
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Proposal of a Structural Model to Analyze the Impact of Brand Trust on Consumer Adoption and Behavior With Chatbots
It is an automated learning model that uses patterns and relationships from a set of data, which it uses as input, to generate new content as output.
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