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The capabilities of a generative AI system depend on the modality or type of the data set used. Generative AI can be either unimodal or multimodal; unimodal systems take only one type of input, whereas multimodal systems can take more than one type of input. [40] For example, one version of OpenAI's GPT-4 accepts both text and image inputs. [41]
Stable Diffusion. Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology is the premier product of Stability AI and is considered to be a part of the ongoing artificial intelligence boom .
Meta AI (formerly Facebook) also has a generative transformer-based foundational large language model, known as LLaMA. [43] Foundational GPTs can also employ modalities other than text, for input and/or output. GPT-4 is a multi-modal LLM that is capable of processing text and image input (though its output is limited to text). [44]
AI was the forefront of Google's annual Google I/O conference in May, announcing a slew of generative AI-powered features across its products to counter OpenAI and Microsoft. [115] Journalists and scholars have commented on ChatGPT's tendency to hallucinate. [116] Mike Pearl of the online technology blog Mashable tested ChatGPT with multiple ...
Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems.It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals. [1]
Today, the U.S. Department of Education's Office of Educational Technology (OET) released a new report, "Artificial Intelligence (AI) and the Future of Teaching and Learning: Insights and Recommendations" that summarizes the opportunities and risks for AI in teaching, learning, research, and assessment based on public input. This report is part ...
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