Chemophobia and AI: artificial intelligence as a possible solution in the forthcoming clash of narratives

Radek Chalupa, Karel Nesměrák
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Abstract

Although artificial intelligence (AI) has been used in chemistry, more or less covertly, for many decades (databases for data management, programs for designing synthesis, toxicological expert systems, etc.), the massive emergence of user-friendly artificial intelligence presents an interesting opportunity and challenge for chemists to improve the communication power of chemistry and its position in society. Although repeatedly questioned by many critics per se value-neutral generative AI stands a good chance of becoming an important tool for presenting chemical information throughout all strata of society. Additionally, it can support the spread of science-based opinions on chemistry to the public and help popularize science in general as well. AI allows virtually every scientist to become a major player in science communication. This could lead to a containment of chemophobia. However, the use of AI as a communication tool requires continuous education, personal development and training of those who use it, in this case chemists and scientists in general. They will play a crucial role as arbiters of the appropriateness, adequacy and factual accuracy of the content generated by generative AI. The democratization of communication made possible by generative AI entails the need to adapt the dialogue to the communication preferences, demography and education of the interlocutors. Thus, generative AI empowers both those who enter the prompts and those who receive the subsequent results. Most scientists do not realize it, but generative AI puts the public, not scientists, at the center of communication. It is important to recognize this and use generative AI to target communication, education, and overall community development. The clash of narratives that may be a natural consequence of the growing number of generative AI users and the increasing amount of content being created may, perhaps unexpectedly for many, lead to the opposite result – a new Enlightenment. Either way, chemists would do well to be there; for their ability to understand the laws of matter, the beginning and end of things; for the dual nature of chemistry as an art and a science.

Graphical abstract

Abstract Image

恐化症与人工智能:人工智能作为即将到来的叙事冲突的可能解决方案
尽管人工智能(AI)在化学领域的应用已或多或少隐蔽了几十年(用于数据管理的数据库、用于设计合成的程序、毒理学专家系统等),但用户友好型人工智能的大量涌现为化学家提供了一个有趣的机遇和挑战,以提高化学的传播力及其在社会中的地位。尽管价值中立的生成式人工智能本身一再受到许多批评者的质疑,但它很有可能成为向社会各阶层展示化学信息的重要工具。此外,它还能支持向公众传播以科学为基础的化学观点,并帮助普及科学。人工智能使几乎每一位科学家都能成为科学传播的主要参与者。这可能会抑制对化学的恐惧。然而,要将人工智能作为一种传播工具,就需要对其使用者(这里指的是化学家和一般科学家)进行持续的教育、个人发展和培训。作为人工智能生成内容的适当性、充分性和事实准确性的仲裁者,他们将发挥至关重要的作用。生成式人工智能使交流民主化成为可能,因此需要根据对话者的交流偏好、人口结构和教育程度调整对话。因此,生成式人工智能既赋予了输入提示的人权力,也赋予了接收后续结果的人权力。大多数科学家没有意识到,生成式人工智能将公众而非科学家置于交流的中心。认识到这一点并利用生成式人工智能来进行有针对性的交流、教育和整体社区发展非常重要。生成式人工智能用户数量的不断增长和所创建内容数量的不断增加可能会自然而然地导致叙事的冲突,而这种冲突可能会导致相反的结果--新的启蒙运动,这也许出乎许多人的意料。无论如何,化学家们都应该参与其中;因为他们有能力理解物质的规律、事物的起点和终点;因为化学具有艺术和科学的双重性质。
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