人工智能聊天机器人的应用,包括ChatGPT,在教育,学术工作,编程和内容生成方面及其前景:叙事审查
1AI‧Future Strategy Center, National Information Society Agency of Korea, Daegu, Korea.
Journal of educational evaluation for health professions
|December 26, 2023
概括
本研究探讨了一个人工智能聊天机器人ChatGPT (生成预训练变压器),详细介绍了其在教育和编程中的多功能应用,以及其局限性. 它强调了ChatGPT.
科学领域:
- 人工智能的人工智能
- 自然语言处理自然语言处理.
- 生成性AI是一种人工智能.
背景情况:
- 由OpenAI开发的AI聊天机器人ChatGPT使用了生成预训练变压器 (GPT) 模型.
- 它具有多种功能,包括强化学习和在各种领域的广泛应用.
研究的目的:
- 探索ChatGPT (GPT-3.5版本) 的功能,应用和局限性.
- 分析其对教育,研究,编程和内容生成的影响.
- 将其交互式,生成式的响应与传统的基于关键字的搜索引擎进行比较.
主要方法:
- 通过分析其在各种任务中的表现来探索ChatGPT的能力.
- 审查其在教育环境中的应用,包括医学考试.
- 评估其在编程,科学写作和内容创作中的实用性.
主要成果:
- 在教育 (作业,反,考试),编程 (编码,调试) 和内容生成方面,ChatGPT展示了多功能性.
- 它在研究任务,科学写作和语言翻译方面表现有前途,尽管建议专业监督.
- 局限性包括潜在的偏见,依赖过时的数据和收入挑战,与其交互性质形成鲜明对比.
结论:
- 聊天GPT是一个变革性的AI工具,重新定义了生成技术和知识获取.
- 它代表了从搜索引擎转向创造力引擎的转变,强调了对AI素养的需求.
- 像ChatGPT这样的AI工具的有效利用在各种生活领域变得越来越重要.
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