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July 16, 2024Frontiers in Education86 citationsOpen Access

AI-based avatars are changing the way we learn and teach: benefits and challenges

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MFMaximilian C. FinkSRSeth A. RobinsonBEBernhard Ertl

Key Points

  • AI-based educational avatars deliver individualized and contextualized instruction by combining speech processing, large language models, and synthetic voice.
  • Open-source GPTAvatar can process real-time voice input, yet systems still present major risks regarding inaccurate information and weak data protection.
  • Theoretical evaluation highlights three critical research questions, emphasizing the need to advance educational content while improving privacy safeguards.

Abstract

Advancements in the generative AI field have enabled the development of powerful educational avatars. These avatars embody a human and can, for instance, listen to users’ spoken input, generate an answer utilizing a large-language model, and reply by speaking with a synthetic voice. A theoretical introduction summarizes essential steps in developing AI-based educational avatars and explains how they differ from previously available educational technologies. Moreover, we introduce GPTAvatar , an open-source, state-of-the-art AI-based avatar. We then discuss the benefits of using AI-based educational avatars, which include, among other things, individualized and contextualized instruction. Afterward, we highlight the challenges of using AI-based educational avatars. Major problems concern incorrect and inaccurate information provided, as well as insufficient data protection. In the discussion, we provide an outlook by addressing advances in educational content and educational technology and identifying three crucial open questions for research and practice.

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Cite This Study

Fink et al. (2024) studied this question.

synapsesocial.com/papers/68e60128b6db643587594bebhttps://doi.org/10.3389/feduc.2024.1416307
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