http://www.sei.cmu.edu/feeds/topic/Updates on changes and additions to the SEI Blog for posts matching AI-Augmented Software Engineeringen-usMon, 09 Feb 2026 00:00:00 -0500https://www.sei.cmu.edu/blog/an-approach-to-accelerate-verification-and-software-standards-testing-with-llms/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post highlights the work of SEI researchers who sought to prove that LLMs can be used in unclassified environments to rapidly develop tools that could then be used to accelerate software analysis in classified environments.Ryan Karl, Yash Hindka, Shen Zhang, John RobertMon, 09 Feb 2026 00:00:00 -0500https://www.sei.cmu.edu/blog/an-approach-to-accelerate-verification-and-software-standards-testing-with-llms/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updateshttps://www.sei.cmu.edu/blog/from-hype-to-adoption-guiding-organizations-in-their-ai-journey/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesAfter 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 methods they can use to measure and improve their adoption for long-term success.Ipek Ozkaya, Anita Carleton, Erin Harper, Natalie Schieber, Robert EdmanMon, 10 Nov 2025 00:00:00 -0500https://www.sei.cmu.edu/blog/from-hype-to-adoption-guiding-organizations-in-their-ai-journey/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updateshttps://www.sei.cmu.edu/blog/perspectives-on-generative-ai-in-software-engineering-and-acquisition/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesIt 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.Anita Carleton, James Ivers, Ipek Ozkaya, John Robert, Douglas Schmidt, Shen ZhangThu, 27 Feb 2025 00:00:00 -0500https://www.sei.cmu.edu/blog/perspectives-on-generative-ai-in-software-engineering-and-acquisition/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesAcquisition Transformationhttps://www.sei.cmu.edu/blog/generative-ai-and-software-engineering-education/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesEducators 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.Ipek Ozkaya, Douglas SchmidtMon, 09 Sep 2024 00:00:00 -0400https://www.sei.cmu.edu/blog/generative-ai-and-software-engineering-education/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringArtificial IntelligenceCyber Workforce DevelopmentAI-Augmented Software Engineeringhttps://www.sei.cmu.edu/blog/applying-large-language-models-to-dod-software-acquisition-an-initial-experiment/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis 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 work on applying generative AI to software engineering.Douglas Schmidt, John RobertMon, 01 Apr 2024 00:00:00 -0400https://www.sei.cmu.edu/blog/applying-large-language-models-to-dod-software-acquisition-an-initial-experiment/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesAcquisition Transformationhttps://www.sei.cmu.edu/blog/10-benefits-and-10-challenges-of-applying-large-language-models-to-dod-software-acquisition/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis 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.John Robert, Douglas SchmidtMon, 22 Jan 2024 00:00:00 -0500https://www.sei.cmu.edu/blog/10-benefits-and-10-challenges-of-applying-large-language-models-to-dod-software-acquisition/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesAcquisition Transformationhttps://www.sei.cmu.edu/blog/applying-generative-ai-to-software-engineering-navigating-ethical-and-educational-landscapes/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThe post explores the application of generative AI in software engineering with an emphasis on the ethical and educational landscapes.John Robert, Douglas SchmidtMon, 11 Dec 2023 00:00:00 -0500https://www.sei.cmu.edu/blog/applying-generative-ai-to-software-engineering-navigating-ethical-and-educational-landscapes/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updateshttps://www.sei.cmu.edu/blog/generative-ai-question-and-answer-applications-in-software-engineering/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post explores the transformative impacts of generative AI on software engineering as well as its practical implications and adaptability in mission-critical environments.John Robert, Douglas SchmidtThu, 16 Nov 2023 00:00:00 -0500https://www.sei.cmu.edu/blog/generative-ai-question-and-answer-applications-in-software-engineering/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updateshttps://www.sei.cmu.edu/blog/application-of-large-language-models-llms-in-software-engineering-overblown-hype-or-disruptive-change/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis 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 software engineering.Ipek Ozkaya, Anita Carleton, John Robert, Douglas SchmidtMon, 02 Oct 2023 00:00:00 -0400https://www.sei.cmu.edu/blog/application-of-large-language-models-llms-in-software-engineering-overblown-hype-or-disruptive-change/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesSoftware Engineering Research and DevelopmentAI-Augmented Software Engineering