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Designing Human-in-the-Loop AI Systems Essentials
"Designing Human-in-the-Loop AI Systems Essentials" covers best practices for integrating human intervention points into AI workflows. You’ll learn how to ensure traceability, transparency, and continuous oversight. In cybersecurity, human-in-the-loop models prevent automation from escalating threats without human review, allowing analysts to validate and act on alerts with precision. This course strengthens cyber resilience by ensuring human oversight remains central to AI-supported operations.
Course Overview
None
Learning Objectives
- Understand the principles of designing human-in-the-loop AI systems.
- Analyze the design considerations for human-AI interaction.
- Evaluate methods for integrating human feedback into AI systems.
- Identify the roles and responsibilities of human operators in the loop.
- Apply strategies for optimizing human-AI collaboration in the loop.
Framework Connections
The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):
Competency Areas
Feedback
If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.