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Novice coder develops AI application for military use through guided chatbot interaction
Jul 7, 2026
AI Summary
A U.S. Air Force cadet, Joshua Lynch, successfully created a military application using AI chatbots despite being a novice coder. His project aimed to empower non-technical personnel to develop software solutions for military challenges, highlighting the potential of AI in prototyping applications.
- Artificial intelligence chatbots like ChatGPT and Claude can assist in various tasks, including programming.
- Joshua Lynch, a U.S. Air Force cadet, worked on a project under the U.S. Department of the Air Force–MIT AI Accelerator's Phantom Program to develop a functional program using a method called 'vibe-coding.'
- Lynch's goal was to create an application to help tactical teams reduce collateral damage and enhance mission survivability, utilizing AI for tasks like target recognition and communication management.
- He used three AI chatbots—Claude, ChatGPT, and Gemini—primarily through their web interfaces, and completed professional development courses in AI during the project.
- Over three months, Lynch built the Remote Operating Modular Augmentation Device (ROMAD-AI), learning to navigate the limitations of AI chatbots and adjusting his project scope from a complex battlefield application to a simpler document processing tool.
- The final prototype demonstrated the potential of AI chatbots to assist nontechnical users in developing software, although it was not secure for sensitive applications.
- Lynch's experience revealed the importance of understanding AI capabilities and limitations, as well as the need for collaboration between technical and non-technical experts in software development.
- The project was sponsored by the Department of the Air Force Artificial Intelligence Accelerator and conducted under a cooperative agreement.
military applicationsai chatbotssoftware developmentnovice codersusaf