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The future of intelligence analysis: US-Australia project on AI and human machine teaming

Nandita Balakrishnan
Publisher
Intelligence services Artificial Intelligence (AI) Autonomous technologies Machine learning United States of America Australia
Description

This paper explores the potential of Generative AI (GenAI) powered by large language models for intelligence tasks involving unstructured data. It looks at potential areas for cooperation, including:

  • ethical and analytic standards for the use of AI systems
  • findings from AI testing and evaluation programs
  • best practices in the management of human-machine teams
  • piloting the use of AI to tackle discrete intelligence analysis problems.

Recommendations

  1. Design for continuous AI model improvements.
  2. Insist on automating portions of the analytic workflow.
  3. Build human-machine analytic teams.
  4. Create AI-ready training and incentive structures for the analytic workforce.
Publication Details
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