Intelligence After Next: What Are We Waiting For? Today's Technologies can improve the businessof all-source intelligence analysis now
The report discusses how current technologies can enhance intelligence analysis before future AI systems are operational.
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Quick Facts | |
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Report location: | source |
Language: | English |
Publisher: | MITRE Corporation |
Publication date: | September 1, 2021 |
Authors: | Michael Maskaleris |
Geographic focus: | Global |
Methods
The research method involved analyzing the current state of technology use within the Intelligence Community, identifying gaps, and proposing the integration of existing commercial technologies to improve all-source intelligence analysis.
(Generated with the help of GPT-4)
Key Insights
The report examines the Intelligence Community's (IC) focus on future technologies like AI and machine learning for all-source intelligence analysis. It argues that existing technologies, particularly human language technology (HLT) and natural language processing (NLP), already available commercially, should be used to improve analysts' efficiency. The report details how improvements in information retrieval and filtering can aid analysts by reducing time spent searching for data and allowing more time for analysis. It highlights the IC's failure to deploy these technologies on classified networks and suggests integrating NLP capabilities with current tools to prioritize information and assist in knowledge discovery. The report also outlines the benefits of non-Boolean search capabilities, document clustering, summarization, and information extraction to enhance the analytic process.
(Generated with the help of GPT-4)
Additional Viewpoints
Categories: 2021 publication year | English publication language | Global geographic scope | document clustering | human language technology | information extraction | information filtering | information retrieval | intelligence analysis | natural language processing | non-boolean search | summarization | technology integration