arXiv Open Access 2024

The Use of Artificial Intelligence in Military Intelligence: An Experimental Investigation of Added Value in the Analysis Process

Christian Nitzl Achim Cyran Sascha Krstanovic Uwe M. Borghoff
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Abstrak

It is beyond dispute that the potential benefits of artificial intelligence (AI) in military intelligence are considerable. Nevertheless, it remains uncertain precisely how AI can enhance the analysis of military data. The aim of this study is to address this issue. To this end, the AI demonstrator deepCOM was developed in collaboration with the start-up Aleph Alpha. The AI functions include text search, automatic text summarization and Named Entity Recognition (NER). These are evaluated for their added value in military analysis. It is demonstrated that under time pressure, the utilization of AI functions results in assessments clearly superior to that of the control group. Nevertheless, despite the demonstrably superior analysis outcome in the experimental group, no increase in confidence in the accuracy of their own analyses was observed. Finally, the paper identifies the limitations of employing AI in military intelligence, particularly in the context of analyzing ambiguous and contradictory information.

Topik & Kata Kunci

Penulis (4)

C

Christian Nitzl

A

Achim Cyran

S

Sascha Krstanovic

U

Uwe M. Borghoff

Format Sitasi

Nitzl, C., Cyran, A., Krstanovic, S., Borghoff, U.M. (2024). The Use of Artificial Intelligence in Military Intelligence: An Experimental Investigation of Added Value in the Analysis Process. https://arxiv.org/abs/2412.03610

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2024
Bahasa
en
Sumber Database
arXiv
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Open Access ✓