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References from Comparative Evaluation of AI Programming Assistants: An Exploratory Longitudinal Case Study of GitHub Copilot, ChatGPT, and Cursor Configurations in Full-Stack Development. Local targets link to admitted publications; unresolved targets remain external evidence.
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Computing Machinery and Intelligence
10.1093/mind/lix.236.433 · 1950 · External reference
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10.4018/978-1-7998-9220-5.ch058
10.4018/978-1-7998-9220-5.ch058 · External reference
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Machine Learning: Algorithms, Real-World Applications and Research Directions
10.1007/s42979-021-00592-x · 2021 · External reference
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Introduction to Machine Learning, Neural Networks, and Deep Learning
2020 · External reference
Deep Learning
10.1038/nature14539 · 2015 · External reference
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Generative AI in the Era of Transformers: Revolutionizing Natural Language Processing with LLMs
2024 · External reference
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Advancements and Applications of Large Language Models in Natural Language Processing: A Comprehensive Review
10.54254/2755-2721/97/20241406 · 2024 · External reference
GPT (Generative Pre-Trained Transformer)—A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions
10.1109/access.2024.3389497 · 2024 · External reference
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10.3386/w34255
10.3386/w34255 · External reference
Industrial Applications of Large Language Models
10.1038/s41598-025-98483-1 · 2025 · External reference
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The Impact of AlphaFold Protein Structure Database on the Fields of Life Sciences
10.1002/pmic.202200128 · 2023 · External reference
10.3390/bioengineering11040337
10.3390/bioengineering11040337 · External reference
Artificial Intelligence Applications in the Development of Autonomous Vehicles: A Survey
10.1109/jas.2020.1003021 · 2020 · External reference
Optimized Financial Planning: Integrating Individual and Cooperative Budgeting Models with LLM Recommendations
2024 · External reference
Large Language Models for Software Engineering: A Systematic Literature Review
10.1145/3695988 · 2024 · External reference
10.1109/icse48619.2023.00181
10.1109/icse48619.2023.00181 · External reference
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Effectiveness of ChatGPT in Coding: A Comparative Analysis of Popular Large Language Models
10.3390/digital4010005 · 2024 · External reference
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10.1145/3292500.3330699
10.1145/3292500.3330699 · External reference
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AI vs. Human Programmers: Complexity and Performance in Code Generation
10.21015/vtcs.v13i1.2043 · 2025 · External reference
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10.1109/icse-seip52600.2021.00022
10.1109/icse-seip52600.2021.00022 · External reference
10.1109/icse.2019.00101
10.1109/icse.2019.00101 · External reference
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Measuring GitHub Copilot’s Impact on Productivity
10.1145/3633453 · 2024 · External reference
10.1287/mnsc.2025.00535
10.1287/mnsc.2025.00535 · External reference
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GitHub Copilot AI Pair Programmer: Asset or Liability?
10.1016/j.jss.2023.111734 · 2023 · External reference
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Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues
10.1145/3643674 · 2024 · External reference
10.1145/3793302.3793349
10.1145/3793302.3793349 · External reference
10.1145/3643916.3644402
10.1145/3643916.3644402 · External reference
Understanding Code Semantics: A Benchmark Study of LLMs
10.1007/s10009-026-00842-4 · 2026 · External reference
10.3390/app132413061
10.3390/app132413061 · External reference
Strengthening the Case for Pair Programming
10.1109/52.854064 · 2000 · External reference
The Effectiveness of Pair Programming: A Meta-Analysis
10.1016/j.infsof.2009.02.001 · 2009 · External reference
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10.21236/ada235785
10.21236/ada235785 · External reference
10.1515/9783110866087
10.1515/9783110866087 · External reference
Framework for Evaluation and Validation of Software Complexity Measures
10.1049/iet-sen.2011.0206 · 2012 · External reference
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10.1109/sp46214.2022.9833571
10.1109/sp46214.2022.9833571 · External reference
10.1145/3576915.3623157
10.1145/3576915.3623157 · External reference
The Impact of AlphaFold Protein Structure Database on the Fields of Life Sciences
10.1002/pmic.202200128 · ExternalCitation · doi-reference
Understanding Code Semantics: A Benchmark Study of LLMs
10.1007/s10009-026-00842-4 · ExternalCitation · doi-reference
Machine Learning: Algorithms, Real-World Applications and Research Directions
10.1007/s42979-021-00592-x · ExternalCitation · doi-reference
The Effectiveness of Pair Programming: A Meta-Analysis
10.1016/j.infsof.2009.02.001 · ExternalCitation · doi-reference
GitHub Copilot AI Pair Programmer: Asset or Liability?
10.1016/j.jss.2023.111734 · ExternalCitation · doi-reference
Deep Learning
10.1038/nature14539 · ExternalCitation · doi-reference
Industrial Applications of Large Language Models
10.1038/s41598-025-98483-1 · ExternalCitation · doi-reference
Framework for Evaluation and Validation of Software Complexity Measures
10.1049/iet-sen.2011.0206 · ExternalCitation · doi-reference
Computing Machinery and Intelligence
10.1093/mind/lix.236.433 · ExternalCitation · doi-reference
Strengthening the Case for Pair Programming
10.1109/52.854064 · ExternalCitation · doi-reference
GPT (Generative Pre-Trained Transformer)—A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions
10.1109/access.2024.3389497 · ExternalCitation · doi-reference
10.1109/icse-seip52600.2021.00022
10.1109/icse-seip52600.2021.00022 · ExternalCitation · doi-reference
10.1109/icse.2019.00101
10.1109/icse.2019.00101 · ExternalCitation · doi-reference
10.1109/icse48619.2023.00181
10.1109/icse48619.2023.00181 · ExternalCitation · doi-reference
Artificial Intelligence Applications in the Development of Autonomous Vehicles: A Survey
10.1109/jas.2020.1003021 · ExternalCitation · doi-reference
10.1109/sp46214.2022.9833571
10.1109/sp46214.2022.9833571 · ExternalCitation · doi-reference
10.1145/3292500.3330699
10.1145/3292500.3330699 · ExternalCitation · doi-reference
10.1145/3576915.3623157
10.1145/3576915.3623157 · ExternalCitation · doi-reference
Measuring GitHub Copilot’s Impact on Productivity
10.1145/3633453 · ExternalCitation · doi-reference
Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues
10.1145/3643674 · ExternalCitation · doi-reference
10.1145/3643916.3644402
10.1145/3643916.3644402 · ExternalCitation · doi-reference
Large Language Models for Software Engineering: A Systematic Literature Review
10.1145/3695988 · ExternalCitation · doi-reference
10.1145/3793302.3793349
10.1145/3793302.3793349 · ExternalCitation · doi-reference
10.1287/mnsc.2025.00535
10.1287/mnsc.2025.00535 · ExternalCitation · doi-reference
10.1515/9783110866087
10.1515/9783110866087 · ExternalCitation · doi-reference
AI vs. Human Programmers: Complexity and Performance in Code Generation
10.21015/vtcs.v13i1.2043 · ExternalCitation · doi-reference
10.21236/ada235785
10.21236/ada235785 · ExternalCitation · doi-reference
10.3386/w34255
10.3386/w34255 · ExternalCitation · doi-reference
10.3390/app132413061
10.3390/app132413061 · ExternalCitation · doi-reference
10.3390/bioengineering11040337
10.3390/bioengineering11040337 · ExternalCitation · doi-reference
Effectiveness of ChatGPT in Coding: A Comparative Analysis of Popular Large Language Models
10.3390/digital4010005 · ExternalCitation · doi-reference
10.4018/978-1-7998-9220-5.ch058
10.4018/978-1-7998-9220-5.ch058 · ExternalCitation · doi-reference
Advancements and Applications of Large Language Models in Natural Language Processing: A Comprehensive Review
10.54254/2755-2721/97/20241406 · ExternalCitation · doi-reference
