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Invited Paper Session

Generative AI and Foundation Models in Defense Applications

Mon, Aug 4, 10:30 AM - 12:20 PM Room CC-201B Music City Center

Amanda FrenchOrganizerMichael McKibbenChair

Section on Statistics in Defense and National Security co: No Additional Sponsorco: No Additional Sponsor Applied

4 Presentations

Automating Data Insights: A Large Language Model-Driven Data Analysis Tool

10:35 AM - 11:00 AM

Catherine Appleby

Large language model (LLM)AI for Data Analysis

Building a "Model in a Month" for Science and Defense Applications

11:00 AM - 11:25 AM

Karl Pazdernik (Pacific Northwest National Laboratory)

Artificial Intelligence Large Language Model Foundation Model

SysChat: A Human-Expert Guided Retrieval Augmented Generation (RAG) Chatbot for Complex System Question Answering

11:25 AM - 11:50 AM

Robert Molloy (Johns Hopkins University Applied Physics Laboratory)

LLM NLP Information Retrieval Generative AI

Testing and Evaluating foundation models in high consequence scenarios

11:50 AM - 12:15 PM

Testing and evaluation uncertainty quantification AI models

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