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Business & Information Systems Engineering, 2023 The term "generative AI" refers to computational techniques that are capable of generating seemingly new, meaningful content such as text, images, or audio from training data. The widespread diffusion of this technology with examples such as Dall-E 2, GPT-4, and Copilot is currently revolutionizing the way we work and communicate with each other.
Stefan Feuerriegel +3 more
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Editorial: Generative AI in education [PDF]
Frontiers in Artificial IntelligenceDiego Zapata-Rivera +5 more
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SSRN Electronic Journal, 2023 Abstract We study the staggered introduction of a generative AI–based conversational assistant using data from 5,172 customer-support agents. Access to AI assistance increases worker productivity, as measured by issues resolved per hour, by 15% on average, with substantial heterogeneity across workers.
Brynjolfsson, Erik +2 more
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Talkin’ ‘Bout AI Generation: Copyright and the Generative AI Supply Chain
SSRN Electronic Journal, 2023 "Does generative AI infringe copyright?" is an urgent question. It is also a difficult question, for two reasons. First, "generative AI" is not just one product from one company. It is a catch-all name for a massive ecosystem of loosely related technologies, including conversational text chatbots like ChatGPT, image generators like Midjourney and DALL ...
Lee, Katherine +2 more
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AI vs. AI: Can AI Detect AI-Generated Images?
Journal of Imaging, 2023 The proliferation of Artificial Intelligence (AI) models such as Generative Adversarial Networks (GANs) has shown impressive success in image synthesis. Artificial GAN-based synthesized images have been widely spread over the Internet with the advancement in generating naturalistic and photo-realistic images.
Samah S. Baraheem, Tam V. Nguyen
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The Age of Generative AI and AI-Generated Everything
IEEE NetworkGenerative AI (GAI) has emerged as a significant advancement in artificial intelligence, renowned for its language and image generation capabilities. This paper presents ``AI-Generated Everything'' (AIGX), a concept that extends GAI beyond mere content creation to real-time adaptation and control across diverse technological domains.
Hongyang Du +11 more
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The Spread of AI-Generated Misinformation
, 2023 The research aims to investigate the impact of artificial intelligence on the spread of misinformation and disinformation in the digital age. It will explore the development of generative AI models that produce sophisticated yet misleading content, and assess current detection methods and mitigation strategies.
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, 2023 This paper presents a comprehensive overview of a revolutionary multimedia creation platform that can leverage generative artificial intelligence (AI) techniques to facilitate concept art creation, music composition trials, preliminary draft script writing, and quick idea visualization. The platform harnesses the power of OpenAI API to deliver distinct
Suraj Netla Mundaje +2 more
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On the usability of generative AI: Human generative AI
Generative AI systems are transforming content creation, but their usability remains a key challenge. This paper examines usability factors such as user experience, transparency, control, and cognitive load. Common challenges include unpredictability and difficulties in fine-tuning outputs.
Ravera, Anna, Gena, Cristina
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AI and Generative AI for Research Discovery and Summarization
Harvard Data Science ReviewAI and generative AI tools, including chatbots like ChatGPT that rely on large language models (LLMs), have burst onto the scene this year, creating incredible opportunities to increase work productivity and improve our lives. Statisticians and data scientists have begun experiencing the benefits from the availability of these tools in numerous ways ...
Mark Glickman, Yi Zhang
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