Andrew O. Mellinger
Software Engineering Institute
Center for Calibrated Trust Measurement and Evaluation (CaTE)—Guidebook for the Development and TEVV of LAWS to Promote Trustworthiness
• White Paper
By Andrew O. Mellinger , Tyler Brooks , Christopher Fairfax , Daniel Justice
Reference Architecture for Assuring Ethical Conduct in LAWS
• 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
• Blog Post
By Andrew O. Mellinger , Daniel Justice , Marissa Connor , Shannon Gallagher , Tyler Brooks
Measuring AI Accuracy with the AI Robustness (AIR) Tool
• 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
Center for Calibrated Trust Measurement and Evaluation (CaTE)—Guidebook for the Development and TEVV of LAWS to Promote Trustworthiness
• White Paper
By Andrew O. Mellinger , Tyler Brooks , Christopher Fairfax , Daniel Justice
Reference Architecture for Assuring Ethical Conduct in LAWS
• White Paper
By Andrew O. Mellinger , Eric Heim , Andrew Schellenberg , Emily Newman , Tyler Brooks , Charles Loughin
Assessing LLMs for High Stakes Applications
• White Paper
By Shannon Gallagher , Jasmine Ratchford , Tyler Brooks , Bryan Brown , Eric Heim , Bill Nichols , Scott McMillan , Swati Rallapalli , Carol J. Smith , Nathan M. VanHoudnos , Nick Winski , Andrew O. Mellinger
A Retrospective in Engineering Large Language Models for National Security
• 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
The Myth of Machine Learning Non-Reproducibility and Randomness for Acquisitions and Testing, Evaluation, Verification, and Validation
• Blog Post
By Andrew O. Mellinger , Daniel Justice , Marissa Connor , Shannon Gallagher , Tyler Brooks
Measuring AI Accuracy with the AI Robustness (AIR) Tool
• 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
