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Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example
INTRODUCTION: Human decision-making is a complex process that is often influenced by various external and internal factors. One such factor is noise, random, and irrelevant influences that can skew outcomes. METHODS: This essay uses the CAT test and computer simulations to measure creativity. RESULT...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482032/ https://www.ncbi.nlm.nih.gov/pubmed/37680588 http://dx.doi.org/10.3389/frai.2023.1206516 |
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author | Du, Mark |
author_facet | Du, Mark |
author_sort | Du, Mark |
collection | PubMed |
description | INTRODUCTION: Human decision-making is a complex process that is often influenced by various external and internal factors. One such factor is noise, random, and irrelevant influences that can skew outcomes. METHODS: This essay uses the CAT test and computer simulations to measure creativity. RESULTS: Evidence indicates that humans are intrinsically prone to noise, leading to inconsistent and, at times, inaccurate decisions. In contrast, simple rules demonstrate a higher level of accuracy and consistency, while artificial intelligence demonstrates an even higher capability to process vast data and employ logical algorithms. DISCUSSION: The potential of AI, particularly its intuitive capabilities, might be surpassing human intuition in specific decision-making scenarios. This raises crucial questions about the future roles of humans and machines in decision-making spheres, especially in domains where precision is paramount. |
format | Online Article Text |
id | pubmed-10482032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104820322023-09-07 Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example Du, Mark Front Artif Intell Artificial Intelligence INTRODUCTION: Human decision-making is a complex process that is often influenced by various external and internal factors. One such factor is noise, random, and irrelevant influences that can skew outcomes. METHODS: This essay uses the CAT test and computer simulations to measure creativity. RESULTS: Evidence indicates that humans are intrinsically prone to noise, leading to inconsistent and, at times, inaccurate decisions. In contrast, simple rules demonstrate a higher level of accuracy and consistency, while artificial intelligence demonstrates an even higher capability to process vast data and employ logical algorithms. DISCUSSION: The potential of AI, particularly its intuitive capabilities, might be surpassing human intuition in specific decision-making scenarios. This raises crucial questions about the future roles of humans and machines in decision-making spheres, especially in domains where precision is paramount. Frontiers Media S.A. 2023-08-23 /pmc/articles/PMC10482032/ /pubmed/37680588 http://dx.doi.org/10.3389/frai.2023.1206516 Text en Copyright © 2023 Du. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Artificial Intelligence Du, Mark Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example |
title | Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example |
title_full | Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example |
title_fullStr | Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example |
title_full_unstemmed | Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example |
title_short | Machine vs. human, who makes a better judgment on innovation? Take GPT-4 for example |
title_sort | machine vs. human, who makes a better judgment on innovation? take gpt-4 for example |
topic | Artificial Intelligence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482032/ https://www.ncbi.nlm.nih.gov/pubmed/37680588 http://dx.doi.org/10.3389/frai.2023.1206516 |
work_keys_str_mv | AT dumark machinevshumanwhomakesabetterjudgmentoninnovationtakegpt4forexample |