Artificial intelligence in food biotechnology: trends and perspectives

Antonella Amore, Sheryl Philip
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Abstract

Artificial Intelligence (AI) is the creation of intelligent systems able to execute specific tasks which would normally need human intelligence to function. Today, AI is widely used to assist research and development in industrial biotechnology. Many biotech firms rely on AI tools. The food industry is among the industrial sectors where AI has only recently been explored. AI enhances food biotechnology by supporting food enzymes engineering, microbial metabolic engineering, food safety and, in general, food microbiology. The use of AI tools in the food industry ranges from food processing – including all aspects of the production of food ingredients – to food quality and safety. This paper highlights the emerging importance of AI in some specific sectors of food biotechnology: development of new process-aid enzymes, precision fermentation, food safety and toxicity, food microbiology, and the study of the interplay between food and gut microbiome. These represent only a few examples of the myriad of applications that AI is seeing and will see in the food biotech sector. This Perspective paper intends to stimulate the discussion around the intricate relationship between AI and such research topics.
食品生物技术中的人工智能:趋势和前景
人工智能(AI)是一种能够执行通常需要人类智能才能完成的特定任务的智能系统。今天,人工智能被广泛用于协助工业生物技术的研究和开发。许多生物技术公司依赖人工智能工具。食品行业是人工智能最近才开始探索的工业领域之一。人工智能通过支持食品酶工程、微生物代谢工程、食品安全以及总体上的食品微生物学来增强食品生物技术。在食品工业中使用人工智能工具的范围从食品加工(包括食品配料生产的各个方面)到食品质量和安全。本文重点介绍了人工智能在食品生物技术的一些特定领域的重要性:新工艺辅助酶的开发、精密发酵、食品安全和毒性、食品微生物学以及食品与肠道微生物群相互作用的研究。这些只是人工智能在食品生物技术领域正在看到和将看到的无数应用中的几个例子。这篇Perspective论文旨在激发围绕人工智能与此类研究主题之间复杂关系的讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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