http://www.sei.cmu.edu/feeds/tag/Updates on changes and additions to the SEI Blog for posts matching Artificial Intelligenceen-usMon, 30 Sep 2024 00:00:00 -0400https://www.sei.cmu.edu/blog/measuring-ai-accuracy-with-the-ai-robustness-air-tool/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesUnderstanding your artificial intelligence (AI) system’s predictions can be challenging. In this post, SEI researchers discuss a new tool to help improve AI classifier performance.Michael Konrad, Nicholas Testa, Linda Parker Gates, Crisanne Nolan, David Shepard, Julie Cohen, Andrew Mellinger, Suzanne Miller, Melissa LudwickMon, 30 Sep 2024 00:00:00 -0400https://www.sei.cmu.edu/blog/measuring-ai-accuracy-with-the-ai-robustness-air-tool/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesMachine LearningArtificial Intelligencehttps://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/auditing-bias-in-large-language-models/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post discusses recent research that uses a role-playing scenario to audit ChatGPT, an approach that opens new possibilities for revealing unwanted biases.Katherine-Marie Robinson, Violet TurriMon, 22 Jul 2024 00:00:00 -0400https://www.sei.cmu.edu/blog/auditing-bias-in-large-language-models/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligencehttps://www.sei.cmu.edu/blog/latest-work-sei-rust-devsecops-ai-and-penetration-testing/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesLearn more about the SEI's latest work in penetration testing, model-based design for cyber-physical systems, UEFI, and DevSecOps.Douglas SchmidtWed, 05 Jul 2023 00:00:00 -0400https://www.sei.cmu.edu/blog/latest-work-sei-rust-devsecops-ai-and-penetration-testing/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesContinuous Deployment of CapabilityRustArtificial Intelligencehttps://www.sei.cmu.edu/blog/improving-automated-retraining-of-machine-learning-models/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post describes how to improve representative MLOps pipelines by automating exploratory data-analysis tasks.Rachel Brower-SinningMon, 02 May 2022 00:00:00 -0400https://www.sei.cmu.edu/blog/improving-automated-retraining-of-machine-learning-models/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/six-dimensions-of-trust-in-autonomous-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post chronicles the adoption and growth of autonomous systems and provides six considerations for establishing trust.Paul NielsenWed, 20 Apr 2022 00:00:00 -0400https://www.sei.cmu.edu/blog/six-dimensions-of-trust-in-autonomous-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesVulnerability AnalysisSoftware AssuranceVulnerability DiscoveryDevopsArtificial Intelligence EngineeringMachine LearningCybersecurityAutonomy and Counter-AutonomySoftware and Information AssuranceHuman-Machine InteractionsArtificial IntelligenceDigital EngineeringCyber-Physical Systemshttps://www.sei.cmu.edu/blog/release-of-scaife-system-version-200-provides-support-for-continuous-integration-ci-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesKey features in new release of SCAIFE System Version 2.0.0 including support for continuous-integration (CI) systems, and status of evolving SEI SCAIFE workLori FlynnMon, 25 Oct 2021 00:00:00 -0400https://www.sei.cmu.edu/blog/release-of-scaife-system-version-200-provides-support-for-continuous-integration-ci-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesContinuous Deployment of CapabilitySCALE: A Static Analysis Auditing ToolSecure CodingMachine LearningStatic AnalysisStatic Analysis Classification and PrioritizationSecure DevelopmentArtificial IntelligenceSource Code Analysis Integrated Framework Environment (SCAIFE)https://www.sei.cmu.edu/blog/systems-engineering-and-software-engineering-collaborating-for-the-smart-systems-of-the-future/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesConvergence between systems engineering and software engineering is forging new practices for engineering the smart systems of the future.Paul NielsenMon, 20 Sep 2021 00:00:00 -0400https://www.sei.cmu.edu/blog/systems-engineering-and-software-engineering-collaborating-for-the-smart-systems-of-the-future/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesSoftware ArchitectureArtificial Intelligence EngineeringMachine LearningArtificial IntelligenceSystems EngineeringDevopsData Modeling and AnalyticsDigital EngineeringModel-Based Systems EngineeringContinuous Deployment of Capabilityhttps://www.sei.cmu.edu/blog/software-engineering-for-machine-learning-characterizing-and-detecting-mismatch-in-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis post describes how we are creating and assessing empirically validated practices to guide the development of machine-learning-enabled systems.Grace Lewis, Ipek OzkayaMon, 17 May 2021 00:00:00 -0400https://www.sei.cmu.edu/blog/software-engineering-for-machine-learning-characterizing-and-detecting-mismatch-in-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/a-game-to-assess-human-decision-making-with-ai-support/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesIn decision-support systems based on AI, humans often make poor choices causing the systems to be abandoned. Rotem Guttman introduces a game that collects data on actual human decision making to determine effective designs for AI-system interfaces.Rotem GuttmanMon, 22 Mar 2021 00:00:00 -0400https://www.sei.cmu.edu/blog/a-game-to-assess-human-decision-making-with-ai-support/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/managing-the-risks-of-adopting-ai-engineering/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThis SEI Blog post discusses how organizations can manage the risks associated with adopting AI engineering, including developing a risk management framework.Brett TuckerMon, 17 Aug 2020 00:00:00 -0400https://www.sei.cmu.edu/blog/managing-the-risks-of-adopting-ai-engineering/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesMachine LearningResilience Management Model (RMM)Artificial Intelligencehttps://www.sei.cmu.edu/blog/detecting-mismatches-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThe use of machine learning (ML) could improve many business functions and meet many needs for organizations. For example, ML capabilities can be used to suggest products to users based on purchase history....Grace LewisMon, 29 Jun 2020 00:00:00 -0400https://www.sei.cmu.edu/blog/detecting-mismatches-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/three-risks-in-building-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesMachine learning (ML) systems promise disruptive capabilities in multiple industries. Building ML systems can be complicated and challenging....Benjamin CohenMon, 18 May 2020 00:00:00 -0400https://www.sei.cmu.edu/blog/three-risks-in-building-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/automatically-detecting-technical-debt-discussions-with-machine-learning/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesTechnical debt (TD) refers to choices made during software development that achieve short-term goals at the expense of long-term quality....Robert NordMon, 13 Apr 2020 00:00:00 -0400https://www.sei.cmu.edu/blog/automatically-detecting-technical-debt-discussions-with-machine-learning/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesTechnical DebtArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/using-machine-learning-to-detect-design-patterns/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesSoftware increasingly serves core DoD functions, such as ship and plane navigation, supply logistics, and real-time situational awareness....Robert Nord, Zachary KurtzMon, 16 Mar 2020 00:00:00 -0400https://www.sei.cmu.edu/blog/using-machine-learning-to-detect-design-patterns/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/designing-trustworthy-ai-for-human-machine-teaming/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificially intelligent (AI) systems hold great promise to empower us with knowledge and enhance human effectiveness....Carol SmithMon, 09 Mar 2020 00:00:00 -0400https://www.sei.cmu.edu/blog/designing-trustworthy-ai-for-human-machine-teaming/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial IntelligenceArtificial Intelligence Engineeringhttps://www.sei.cmu.edu/blog/summarizing-and-searching-video-with-machine-learning/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesThe U.S. relies on surveillance video to determine when activities of interest occur in a location that is under surveillance....Edwin MorrisMon, 02 Mar 2020 00:00:00 -0500https://www.sei.cmu.edu/blog/summarizing-and-searching-video-with-machine-learning/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMachine LearningArtificial Intelligencehttps://www.sei.cmu.edu/blog/data-driven-management-of-technical-debt/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesLearn about the SEI's work on technical debt analysis techniques and practices to help software engineers manage its impact on projects in this SEI Blog post.Ipek Ozkaya, Robert NordMon, 16 Dec 2019 00:00:00 -0500https://www.sei.cmu.edu/blog/data-driven-management-of-technical-debt/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesSoftware AssuranceSoftware SustainmentMachine LearningSoftware and Information AssuranceStatic Analysis Classification and PrioritizationArtificial IntelligenceSoftware ArchitectureTechnical DebtSoftware Qualityhttps://www.sei.cmu.edu/blog/measuring-resilience-in-artificial-intelligence-and-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial intelligence (AI) and machine learning (ML) systems are quickly becoming integrated into a wide array of business and military operational environments....Alexander Petrilli, Shing-hon LauThu, 12 Dec 2019 00:00:00 -0500https://www.sei.cmu.edu/blog/measuring-resilience-in-artificial-intelligence-and-machine-learning-systems/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial Intelligence EngineeringMission AssuranceInsider ThreatArtificial Intelligencehttps://www.sei.cmu.edu/blog/ai-engineering-11-foundational-practices-for-decision-makers/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial intelligence (AI) is driving advances throughout modern society, including in the fields of medicine, transportation, education, and finance....Ipek Ozkaya, Angela Horneman, Andrew MellingerMon, 09 Dec 2019 00:00:00 -0500https://www.sei.cmu.edu/blog/ai-engineering-11-foundational-practices-for-decision-makers/?utm_source=blog&utm_medium=rss&utm_campaign=my_site_updatesArtificial IntelligenceArtificial Intelligence Engineering