Semantic Reverse Engineering Legacy Software Applications with ChatGPT, Gemini AI, and Claude AI
Software Engineering
2026-05-07 v1 Databases
Abstract
This research paper describes our research results on using ChatGPT, Gemini, and Claude AI to semantically reverse engineer legacy database software applications.
Cite
@article{arxiv.2605.04114,
title = {Semantic Reverse Engineering Legacy Software Applications with ChatGPT, Gemini AI, and Claude AI},
author = {Christian Mancas and Diana Christina Mancas},
journal= {arXiv preprint arXiv:2605.04114},
year = {2026}
}
Related papers
View all related →
Software Engineering · Computer Science
Reversa: A Reverse Documentation Engineering Framework for Converting Legacy Software into Operational Specifications for AI Agents
Sanderson Oliveira de Macedo, Ronaldo Martins da Costa
2026-05-19
Computation and Language · Computer Science
The Battle of LLMs: A Comparative Study in Conversational QA Tasks
Aryan Rangapur, Aman Rangapur
2024-05-29
Computers and Society · Computer Science
A Review of Generative AI in Computer Science Education: Challenges and Opportunities in Accuracy, Authenticity, and Assessment
Iman Reihanian, Yunfei Hou, Yu Chen, Yifei Zheng
2025-07-17
Software Engineering · Computer Science
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations
Summra Saleem, Muhammad Nabeel Asim, Ludger Van Elst, Andreas Dengel
2024-12-03
Human-Computer Interaction · Computer Science
Can Generative AI Support Patients' & Caregivers' Informational Needs? Towards Task-Centric Evaluation Of AI Systems
Shreya Rajagopal, Jae Ho Sohn, Hari Subramonyam, Shiwali Mohan
2025-03-03
Software Engineering · Computer Science
Programming with AI: Evaluating ChatGPT, Gemini, AlphaCode, and GitHub Copilot for Programmers
Md Kamrul Siam, Huanying Gu, Jerry Q. Cheng
2024-11-15
Computation and Language · Computer Science
ChatGPT vs Gemini vs LLaMA on Multilingual Sentiment Analysis
Alessio Buscemi, Daniele Proverbio
2024-02-06
Human-Computer Interaction · Computer Science
How ChatGPT and Gemini View the Elements of Communication Competence of Large Language Models: A Pilot Study
Goran Bubas
2025-11-06
Computation and Language · Computer Science
Exploring Advanced Large Language Models with LLMsuite
Giorgio Roffo
2024-11-13
Software Engineering · Computer Science
Analyzing Prominent LLMs: An Empirical Study of Performance and Complexity in Solving LeetCode Problems
Everton Guimaraes, Nathalia Nascimento, Chandan Shivalingaiah, Asish Nelapati
2025-08-07
Computation and Language · Computer Science
What Generative Artificial Intelligence Means for Terminological Definitions
Antonio San Martín
2024-07-01
Artificial Intelligence · Computer Science
Generative AI for Research Data Processing: Lessons Learnt From Three Use Cases
Modhurita Mitra, Martine G. de Vos, Nicola Cortinovis, Dawa Ometto
2025-04-23
Artificial Intelligence · Computer Science
Best uses of ChatGPT and Generative AI for computer science research
Eduardo C. Garrido-Merchan
2023-11-21
Databases · Computer Science
Context-based Ontology Modelling for Database: Enabling ChatGPT for Semantic Database Management
Wenjun Lin, Paul Babyn, Yan yan, Wenjun Zhang
2023-03-15
Computation and Language · Computer Science
Comparative Analysis Based on DeepSeek, ChatGPT, and Google Gemini: Features, Techniques, Performance, Future Prospects
Anichur Rahman, Shahariar Hossain Mahir, Md Tanjum An Tashrif, Airin Afroj Aishi +5
2025-03-10
Machine Learning · Computer Science
GPT Semantic Cache: Reducing LLM Costs and Latency via Semantic Embedding Caching
Sajal Regmi, Chetan Phakami Pun
2024-12-10
Computers and Society · Computer Science
A Review of ChatGPT Applications in Education, Marketing, Software Engineering, and Healthcare: Benefits, Drawbacks, and Research Directions
Mohammad Fraiwan, Natheer Khasawneh
2023-05-02
Software Engineering · Computer Science
Transforming Software Development with Generative AI: Empirical Insights on Collaboration and Workflow
Rasmus Ulfsnes, Nils Brede Moe, Viktoria Stray, Marianne Skarpen
2024-05-06
Machine Learning · Computer Science
How Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study
Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Sven Knoth +1
2023-06-19
Software Engineering · Computer Science
Comparing Software Developers with ChatGPT: An Empirical Investigation
Nathalia Nascimento, Paulo Alencar, Donald Cowan
2023-05-26
Computation and Language · Computer Science
Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing
Walid Hariri
2025-05-28
Software Engineering · Computer Science
ChatGPT: A Study on its Utility for Ubiquitous Software Engineering Tasks
Giriprasad Sridhara, Ranjani H. G., Sourav Mazumdar
2023-05-29
Cryptography and Security · Computer Science
Evaluation empirique de la s\'ecurisation et de l'alignement de ChatGPT et Gemini: analyse comparative des vuln\'erabilit\'es par exp\'erimentations de jailbreaks
Rafaël Nouailles
2025-06-13
Software Engineering · Computer Science
Analysis of ChatGPT on Source Code
Ahmed R. Sadik, Antonello Ceravola, Frank Joublin, Jibesh Patra
2023-06-12
Artificial Intelligence · Computer Science
What has ChatGPT read? The origins of archaeological citations used by a generative artificial intelligence application
Dirk HR Spennemann
2023-08-08