AI-Augmented Software Engineering
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From Hype to Adoption: Guiding Organizations in Their AI Journey
After a flurry of initial investments in artificial intelligence, including generative and agentic AI, many organizations are facing mixed results. The SEI is examining how organizations adopt AI and what …
Read More•By Ipek Ozkaya, Anita Carleton, Erin Harper, Natalie Schieber, Robert Edman
In AI-Augmented Software Engineering
Perspectives on Generative AI in Software Engineering and Acquisition
It is essential that software and acquisition professionals learn how to apply AI-augmented methods and tools in their workflows. SEI researchers offer their perspectives on this topic.
Read More•By Anita Carleton, James Ivers, Ipek Ozkaya, John E. Robert, Douglas Schmidt (William & Mary), Shen Zhang
In AI-Augmented Software Engineering
Generative AI and Software Engineering Education
Educators have had to adapt to rapid developments in generative AI to provide a realistic perspective to their students. In this post, experts discuss generative AI and software engineering education.
Read More•By Ipek Ozkaya, Douglas Schmidt (William & Mary)
In AI-Augmented Software Engineering
Applying Large Language Models to DoD Software Acquisition: An Initial Experiment
This SEI Blog post illustrates examples of using LLMs for software acquisition in the context of a document summarization experiment and codifies the lessons learned from this experiment and related …
Read More•By Douglas Schmidt (William & Mary), John E. Robert
In AI-Augmented Software Engineering
10 Benefits and 10 Challenges of Applying Large Language Models to DoD Software Acquisition
This post presents 10 benefits and 10 challenges of applying LLMs to the software acquisition process and suggests specific use cases where generative AI can provide value.
Read More•By John E. Robert, Douglas Schmidt (William & Mary)
In AI-Augmented Software Engineering
Applying Generative AI to Software Engineering: Navigating Ethical and Educational Landscapes
The post explores the application of generative AI in software engineering with an emphasis on the ethical and educational landscapes.
Read More•By John E. Robert, Douglas Schmidt (William & Mary)
In AI-Augmented Software Engineering
Generative AI Q&A: Applications in Software Engineering
This post explores the transformative impacts of generative AI on software engineering as well as its practical implications and adaptability in mission-critical environments.
Read More•By John E. Robert, Douglas Schmidt (William & Mary)
In AI-Augmented Software Engineering
Application of Large Language Models (LLMs) in Software Engineering: Overblown Hype or Disruptive Change?
This blog post explores large language models (LLMs) in software development, implications of incorporating LLMs into software-reliant systems, and areas where more research is needed to advance their use in …
Read More•By Ipek Ozkaya, Anita Carleton, John E. Robert, Douglas Schmidt (William & Mary)
In AI-Augmented Software Engineering