通过系统化学提高化学人工智能的能力

IF 3.1 Q2 CHEMISTRY, MULTIDISCIPLINARY ChemSystemsChem Pub Date : 2024-09-19 DOI:10.1002/syst.202400054
Prof. Pier Luigi Gentili, Prof. Pasquale Stano
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引用次数: 0

摘要

这项研究提出了一些雄心勃勃的观点,探讨系统化学如何为发展化学人工智能(CAI)这一全新的研究领域做出贡献。CAI 指的是设计液体化学系统,模仿生物和人类智能的某些表现,最终从湿软件中产生。目前已实现的 CAI 系统可协助人类做出决策。然而,这些 CAI 系统缺乏自主性,无法替代人类。自主化学系统的发展将实现分子世界的殖民化,并对人类福祉产生重大影响。作为有益的副作用,这一研究方向将有助于更深入地理解地球生命起源这一令人着迷的现象,以及认知能力是如何在基本的物理化学层面出现的。
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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Empowering Chemical AI Through Systems Chemistry

This work presents some ambitious perspectives on how Systems Chemistry can contribute to developing the quite new research line of Chemical Artificial Intelligence (CAI). CAI refers to the efforts of devising liquid chemical systems mimicking some performances of biological and human intelligence, which ultimately emerge from wetware. The CAI systems implemented so far assist humans in making decisions. However, such CAI systems lack autonomy and cannot substitute humans. The development of autonomous chemical systems will allow the colonization of the molecular world with remarkable repercussions on human well-being. As a beneficial side effect, this research line will help establish a deeper comprehension of the mesmerizing phenomenon of the origin of life on Earth and how cognitive capabilities emerge at a basic physico-chemical level.

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Front Cover: Photostimuli Reach a Selective Intermediate in a Microflow: One-Shot Transformation from a Supramolecular Co-Polymer to a Micro-Disk Structure (ChemSystemsChem 6/2024) Empowering Chemical AI Through Systems Chemistry Front Cover: Effect of Temperature on Calcium-Based Chemical Garden Growth (ChemSystemsChem 5/2024) Oscillations of the Local pH Reverses Silver Micromotors in H2O2 Transport-Limited Growth of Flow-Driven Rare-Earth Silicate Tubes
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