2025 UAP Workshop — syntes om narrativ data och analys

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2025 UAP Workshop: 
Narrative Data, Infrastructures, and Analysis 
Workshop Synthesis and Recommendations 
August 5-6, 2025 
Associated Universities, Inc. (AUI) 
Workshop sponsored by: 
All-domain Anomaly Resolution Office (AARO) 
26-P-0344

Table of Contents 
Executive Summary ........................................................................................................................ 2
Introduction and Purpose ................................................................................................................ 3
About the Workshop ....................................................................................................................... 3
Establishing open dialogue ......................................................................................................... 4
Workshop Summary ....................................................................................................................... 4
Agenda overview ........................................................................................................................ 4
Breakout Discussion Summaries ................................................................................................ 5
Breakout Session #1: Identifying, accessing, and integrating data sources [DAY 1] ............ 5
Breakout Session #2: Pathways for data analysis and interpretation at scale [DAY 1] ......... 5
Breakout Session #3: Cleaning, organizing, and linking data: What can and should be done? 
[DAY 2] .................................................................................................................................. 5
Outcomes and Recommendations ................................................................................................... 7
Synthesis of Findings .................................................................................................................. 7
Relevant data types and sources of UAP narrative reports ..................................................... 7
Barriers and challenges in data collection and use ................................................................. 7
Metadata and context for usability and analysis ..................................................................... 8
Linking data sources and developing a unified approach ....................................................... 8
Assessing credibility and quality of reports ............................................................................ 8
AI and analytical methods ...................................................................................................... 9
Forward-looking strategy and key considerations .................................................................. 9
Recommended actionable next steps ........................................................................................ 10
Appendix A: Invitation Letter ....................................................................................................... 11
Appendix B: Guidelines for Conduct ........................................................................................... 13
Appendix C: Workshop Agenda ................................................................................................... 14
Appendix D: Breakout Session Prompts....................................................................................... 15

2 
Executive Summary 
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