This paper investigates the capabilities of ChatGPT as an automated assistant in diverse domains, including scientific writing, mathematics, education, programming, and healthcare. We explore the potential of ChatGPT to enhance productivity, streamline problem-solving processes, and improve writing style. Furthermore, we highlight the potential risks associated with excessive reliance on ChatGPT in these fields. These limitations encompass factors like incorrect and fictitious responses, inaccuracies in code, limited logical reasoning abilities, overconfidence, and critical ethical concerns of copyrights and privacy violation. We outline areas and objectives where ChatGPT proves beneficial, applications where it should be used judiciously, and scenarios where its reliability may be limited. In light of observed limitations, and given that the tool's fundamental errors may pose a special challenge for non-experts, ChatGPT should be used with a strategic methodology. By drawing from comprehensive experimental studies, we offer methods and flow charts for effectively using ChatGPT. Our recommendations emphasize iterative interaction with ChatGPT and independent verification of its outputs. Considering the importance of utilizing ChatGPT judiciously and with expertise, we recommend its usage for experts who are well-versed in the respective domains.
翻译:本文研究了ChatGPT作为自动助手在科学写作、数学、教育、编程及医疗等多个领域的应用能力。我们探讨了ChatGPT在提升生产力、简化问题解决流程及改善写作风格方面的潜力,同时强调了在这些领域过度依赖ChatGPT所伴随的潜在风险。这些局限性包括:错误及虚构的回应、代码中的不准确、逻辑推理能力有限、过度自信,以及版权和隐私侵犯等关键伦理问题。我们概述了ChatGPT证明有益的应用领域和目标、应审慎使用的场景,以及其可靠性可能受限的情形。鉴于所观察到的局限性,且该工具的基本错误可能对非专业人士构成特殊挑战,ChatGPT应通过战略性方法论加以使用。基于综合实验研究,我们提供了有效使用ChatGPT的方法和流程图,建议通过迭代交互和独立验证其输出结果的方式加以利用。考虑到审慎且专业地使用ChatGPT的重要性,我们推荐其在各自领域具备深厚专业知识的专家使用该工具。