This guide provides information for VCU students, faculty and staff on the topic of generative artificial intelligence tools so that they may assess practical and ethical issues relevant to their work within an academic setting.
Article: A golden decade of deep learning: computing systems and applicationsAdvances in neural networks through deep learning helped improve the ability for computers to see, hear, and understand the world around them, leading to dramatic advances in the application of AI to many fields of science and other areas of human endeavor.
More results in Academic Search CompleteSample search strategy: (( "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR “text to image generative” OR “text to image model” OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" ) AND ( overview OR review OR "meta analysis" OR opportunit* OR challenge* ))
Arts
Article: Cinema ex machinaThis article looks at how AI is opening up new possibilities in film production processes and explores the remarkable and highly challenging ideas that confront film culture in the artificial intelligence era.
Book: Art in the age of machine learningThis book examines artistic practices that use machine learning and computational technologies through historical perspectives surrounding adaptive systems from the 1950s onwards.
More results in Art Full TextSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR OpenArt OR craiyon OR "stable diffusion” OR Lensa OR HourOne OR Fliki)
More results in ARTbibliographies ModernSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR OpenArt OR craiyon OR "stable diffusion” OR Lensa OR HourOne OR Fliki)
More results in Design and Applied Arts IndexSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR OpenArt OR craiyon OR "stable diffusion” OR Lensa OR HourOne OR Fliki)
More results in Film & Television Literature Index with Full TextSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR OpenArt OR craiyon OR "stable diffusion” OR Lensa OR HourOne OR Fliki)
Business
Book: All in on AI: how smart companies win big with artificial intelligenceIf you're curious about the next phase in the implementation of artificial intelligence within companies, or if you're looking to adopt this powerful technology in a more robust way yourself, All-In on AI will give you a rare inside look at what the leading adopters are doing, while providing you with the tools to put AI at the core of everything you do.
More results in ABI/INFORMSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*") AND (overview OR review OR "meta analysis" OR opportunit* OR challenge*)
Filter: peer review
More results in Business Source CompleteSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*") AND (overview OR review OR "meta analysis" OR opportunit* OR challenge*)
Article: ChatGPT conundrums: Probing plagiarism and parroting problems in higher education practicesChatGPT, and similar large language model technologies, have the potential to be disruptive technologies, significantly affecting not just academic libraries but higher education as a whole. In this article, we aim to explore some of these potential issues and propose a few possibilities for how we, as information professionals, may be able to help address them as they emerge.
Literature Review: What is the impact of ChatGPT on education? A rapid review of the literatureAlthough ChatGPT has the potential to serve as an assistant for instructors (e.g., to generate course materials and provide suggestions) and a virtual tutor for students (e.g., to answer questions and facilitate collaboration), there were challenges associated with its use (e.g., generating incorrect or fake information and bypassing plagiarism detectors).
Policy Report: Artificial intelligence and the future of teaching and learningThe U.S. Department of Education Office of Educational Technology’s new policy report addresses the clear need for sharing knowledge, engaging educators, and refining technology plans and policies for artificial intelligence (AI) use in education.
Question and Answer Session: ChatGPT in the classroom.A practical source of information for college-level instructors struggling to navigate the potential impacts of ChatGPT (and other Large Language Models) in class, and are interested in ways of leveraging the tool to enrich and elevate their teaching.
More results in ERIC (via ProQuest)Sample strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*")
More results in Education Research CompleteSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*")
Conference Proceedings: GenAICHI 2023: Generative AI and HCI at CHI 2023This workshop applies human centered themes to a new and powerful technology, generative artificial intelligence (AI).
Note: "Generative AI and HCI at CHI 2023" is listed under Sessions: Worshop/Symposia in the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems.
More results in Engineering VillageSample search strategy: (("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*") WN KY) AND ((survey OR overview OR review* OR "meta analysis" OR opportunit* OR challenge* OR possibilit* OR pitfall*) WN ALL)
Use Expert Search
More results in IEEE XploreSample strategy: ("All Metadata":"OpenAI" OR "All Metadata":"generative artificial intelligence" OR "All Metadata":"generative AI" OR "All Metadata":"generative pre trained transformer" OR "All Metadata":"text to image generative" OR "All Metadata":"text to image model" OR "All Metadata":"ChatGPT" OR "All Metadata":"GPT3" OR "All Metadata":"GPT 3" OR "All Metadata":"GPT3.5" OR "All Metadata":"GPT 3.5" OR "All Metadata":"GPT4" OR "All Metadata":"GPT 4" OR "All Metadata":"large language model*")
AND
("All Metadata":survey OR "All Metadata":overview OR "All Metadata":review OR "All Metadata":"meta analysis" OR "All Metadata":opportunit* OR "All Metadata":challenge* OR "All Metadata":possibilit* OR "All Metadata":pitfall*)
Government and Public Affairs
Book: Advancing cooperative AI governance at the 2023 G7 summitActing as an agenda-setter for the global economy, the G7 can provide a forum to encourage the development and adoption of internationally accepted AI standards and to align on key principles to facilitate their adoption in regulatory frameworks.
More results in Political Science CompleteSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR OpenArt OR craiyon OR "stable diffusion” OR Lensa OR HourOne OR Fliki)
More reults from Congressional Research Service ReportsSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*")
Literature Review: Large language models in medicineThis review acts as a primer for interested clinicians, who will determine if and how LLM technology is used in healthcare for the benefit of patients and practitioners.
More results in Medline (via PubMed)Sample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR "OpenArt" OR craiyon OR "stable diffusion" OR Lensa OR HourOne OR "Fliki") AND ("survey" OR "overview" OR review OR systematic review OR "meta analysis" OR opportunit* OR challenge* OR possibilit* OR pitfall*)
More results in Cumulative Index of Nursing and Allied Health LiteratureSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR "OpenArt" OR craiyon OR "stable diffusion" OR Lensa OR HourOne OR "Fliki")
Article: Inside the mind of an AI: materiality and the crisis of representationHow can, or should, literary criticism proceed when the text's creator is not a human but a machine? The query shakes to its core literary criticism, and indeed the entire enterprise of critical inquiry. This essay confronts the issue head-on, arguing that it does matter whether language is produced by humans or AIs.
Literature Review: Culture, theory, data: an introductionThe interpretive, methodological, and political questions that emerge when culture is represented as data come with real consequences and risks. In the pages that follow, twenty scholars explore those questions.
More results in Web of Science Arts & Humanities Citation IndexSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR "OpenArt" OR craiyon OR "stable diffusion" OR Lensa OR HourOne OR "Fliki") (All Fields) and Arts & Humanities Citation Index (A&HCI) (Web of Science Index)
Commentary: Science in the age of large language modelsFour experts in artificial intelligence ethics and policy discuss potential risks and call for careful consideration and responsible usage to ensure that good scientific practices and trust in science are not compromised.
Article: ChatGPT: five priorities for researchIt is imperative that the research community engage in a debate about the implications of this potentially disruptive technology. Here, we outline five key issues and suggest where to start.
Literature Review: Best practices for using AI when writing scientific manuscriptsWe have prepared a brief summary of some of the strengths and weaknesses of ChatGPT (and future AI language bots) and conclude with a set of our recommendations of best practices for scientists when using such tools at any stage of their research, particularly at the manuscript writing stage.
Literature Review: Scientific discovery in the age of artificial intelligenceArtificial intelligence (AI) is being increasingly integrated into scientific discovery to augment and accelerate research, helping scientists to generate hypotheses, design experiments, collect and interpret large datasets, and gain insights that might not have been possible using traditional scientific methods alone.
More results in General Science Full TextSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR "OpenArt" OR craiyon OR "stable diffusion" OR Lensa OR HourOne OR "Fliki")
More results in Web of Science - Science Citation Index ExpandedSample search strategy: "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR "OpenArt" OR craiyon OR "stable diffusion" OR Lensa OR HourOne OR "Fliki" (All Fields) and Science Citation Index Expanded (SCI-EXPANDED) or Conference Proceedings Citation Index – Science (CPCI-S) (Web of Science Index)
Media and Communication
Article: Coding reality: implications of AI for documentary mediaAs a result of emerging AI-focused experiments in documentary and transdisciplinary arts practice, we examine the nature and scope of AI as a collaborator with a focus of documentary projects exhibited and showcased at international documentary festivals.
Editorial: Re-examining AI, automation and datafication in educationSo while this is not a special issue with a distinctive editorial direction, it constitutes a thematized issue that we think illustrates a series of exciting and challenging directions in research on AI, automation and datafication in education.
More results in Communication & Mass Media CompleteSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "text to image generative" OR "text to image model" OR "generative pre-trained transformer" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" OR "Dall E" OR MidJourney OR "stable diffusion" OR "OpenArt" OR craiyon OR "stable diffusion" OR Lensa OR HourOne OR "Fliki")
More results in Business Source CompleteSample search strategy: ("OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*") AND (survey OR overview OR review OR "meta analysis" OR opportunit* OR challenge*)
Commentary: The debate over understanding in AI’s large language modelsWe survey a current, heated debate in the artificial intelligence (AI) research community on whether large pretrained language models can be said to understand language—and the physical and social situations language encodes—in any humanlike sense.
Preprint: Can generative AI improve social science?Artificial intelligence that can produce realistic text, images, and other human-like outputs is currently transforming many different industries. Yet it is not yet known how such tools might transform social science research.
More results in Sociological AbstractsSample search strategy: "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*"
More results in Web of Science - Social Science Citation IndexSample search strategy: "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*" (All Fields) and Social Sciences Citation Index (SSCI) (Web of Science Index)
More results in Social Service AbstractsSample search strategy: "conversational artificial intelligence” OR “conversational AI” OR “chatbot” OR "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*"
More results in PsycInfoSample search strategy: "conversational artificial intelligence” OR “conversational AI” OR “chatbot” OR "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*"
World Studies
Article: Digital anthropology meets data scienceAnalyzing online ecosystems in real time, teams of anthropologists and data scientists can begin to understand rapid social changes as they happen.
More results in MLA International Bibliography with Full TextSample search strategy: "conversational artificial intelligence” OR “conversational AI” OR “chatbot” OR "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*"
More results in Linguistics and Language Behavior AbstractsSample search strategy: noft("conversational artificial intelligence" OR "conversational AI" OR "chatbot" OR "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*")
More results in AnthroSourceSample search strategy: noft("conversational artificial intelligence" OR "conversational AI" OR "chatbot" OR "OpenAI" OR "generative artificial intelligence" OR "generative AI" OR "generative pre trained transformer" OR "text to image generative" OR "text to image model" OR "ChatGPT" OR "GPT3" OR "GPT 3" OR "GPT3.5" OR "GPT 3.5" OR "GPT4" OR "GPT 4" OR "large language model*")
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