Software Engineering Institute

Andrew O. Mellinger

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Center for Calibrated Trust Measurement and Evaluation (CaTE)—Guidebook for the Development and TEVV of LAWS to Promote Trustworthiness

April 11, 2025 • White Paper

By Andrew O. Mellinger , Tyler Brooks , Christopher Fairfax , Daniel Justice

Reference Architecture for Assuring Ethical Conduct in LAWS

April 11, 2025 • White Paper

By Andrew O. Mellinger , Eric Heim , Andrew Schellenberg Emily Newman Tyler Brooks , Charles Loughin

The Myth of Machine Learning Non-Reproducibility and Randomness for Acquisitions and Testing, Evaluation, Verification, and Validation

January 13, 2025 • Blog Post

By Andrew O. Mellinger , Daniel Justice , Marissa Connor , Shannon Gallagher , Tyler Brooks

Measuring AI Accuracy with the AI Robustness (AIR) Tool

September 30, 2024 • Blog Post

By Michael D. Konrad , Nicholas Testa , Linda Parker Gates , Crisanne Nolan , David James Shepard , Julie B. Cohen , Andrew O. Mellinger , Suzanne Miller , Melissa Ludwick

A Retrospective in Engineering Large Language Models for National Security

September 29, 2023 • White Paper

By Shannon Gallagher , Andrew O. Mellinger , Jasmine Ratchford , Nick Winski , Tyler Brooks , Eric Heim , Nathan M. VanHoudnos , Swati Rallapalli , William Nichols , Bryan Brown , Angelique McDowell , Hollen Barmer

More from Andrew Mellinger

Center for Calibrated Trust Measurement and Evaluation (CaTE)—Guidebook for the Development and TEVV of LAWS to Promote Trustworthiness

April 11, 2025 • White Paper

By Andrew O. Mellinger , Tyler Brooks , Christopher Fairfax , Daniel Justice

Reference Architecture for Assuring Ethical Conduct in LAWS

April 11, 2025 • White Paper

By Andrew O. Mellinger , Eric Heim , Andrew Schellenberg Emily Newman Tyler Brooks , Charles Loughin

A Retrospective in Engineering Large Language Models for National Security

September 29, 2023 • White Paper

By Shannon Gallagher , Andrew O. Mellinger , Jasmine Ratchford , Nick Winski , Tyler Brooks , Eric Heim , Nathan M. VanHoudnos , Swati Rallapalli , William Nichols , Bryan Brown , Angelique McDowell , Hollen Barmer

Cyber Intelligence Tradecraft Report: The State of Cyber Intelligence Practices in the United States (Study Report Only)

May 22, 2019 • Educational Material

By Jared Ettinger , Hollen Barmer , Jennifer Kane , Heather Evans , Erica Brandon , Andrew O. Mellinger

Emerging Technology Domains Risk Survey

April 30, 2015 • Technical Note

By Christopher King , Jonathan Chu , Andrew O. Mellinger

More from Andrew Mellinger

The Myth of Machine Learning Non-Reproducibility and Randomness for Acquisitions and Testing, Evaluation, Verification, and Validation

January 13, 2025 • Blog Post

By Andrew O. Mellinger , Daniel Justice , Marissa Connor , Shannon Gallagher , Tyler Brooks

Measuring AI Accuracy with the AI Robustness (AIR) Tool

September 30, 2024 • Blog Post

By Michael D. Konrad , Nicholas Testa , Linda Parker Gates , Crisanne Nolan , David James Shepard , Julie B. Cohen , Andrew O. Mellinger , Suzanne Miller , Melissa Ludwick

The Need for Quantum Software Architecture

August 28, 2023 • Blog Post

By Daniel Justice , Andrew O. Mellinger

11 Leading Practices When Implementing a Container Strategy

November 8, 2021 • Blog Post

By Andrew O. Mellinger , William Nichols , Jay Palat

AI Engineering: 11 Foundational Practices for Decision Makers

December 9, 2019 • Blog Post

By Ipek Ozkaya , Angela Horneman , Andrew O. Mellinger

More from Andrew Mellinger

Human Factors in Software Engineering

November 12, 2019 • Podcast

By Andrew O. Mellinger , Suzanne Miller , Hasan Yasar

Moving Target Defense

November 30, 2016 • Podcast

By Andrew O. Mellinger

More from Andrew Mellinger

Overview of Juneberry

November 7, 2022 • Video

By Andrew O. Mellinger

Human–Machine Teaming and AI

January 29, 2020 • Video

By Carol J. Smith , Andrew O. Mellinger , Ritwik Gupta

More from Andrew Mellinger

Andrew O. Mellinger

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