human-assisted
What It Means
Human-assisted refers to AI systems that require human intervention during task execution, not just for initial setup or oversight. The human actively participates in completing the work by making decisions, providing guidance, or handling steps the AI cannot perform independently. This is different from fully automated systems that run without human input once started.
Why Chief AI Officers Care
This model affects resource planning since you need humans available during AI operations, not just for monitoring. It impacts scaling decisions because human-assisted systems don't scale as efficiently as fully automated ones. The approach also influences liability and quality control since humans are directly involved in execution decisions.
Real-World Example
A medical imaging AI that can detect potential tumors in scans but requires a radiologist to review each flagged case, decide which findings are clinically significant, and determine the next steps for patient care. The AI handles initial screening but the radiologist must actively participate in the diagnostic process.
Common Confusion
People often confuse human-assisted with human-supervised systems. In human-supervised systems, humans monitor and can intervene if needed, but the AI typically completes tasks independently. Human-assisted systems actually require human participation as part of the normal workflow.
Industry-Specific Applications
See how this term applies to healthcare, finance, manufacturing, government, tech, and insurance.
Healthcare: In healthcare, human-assisted AI systems require clinician involvement during diagnostic or treatment processes, such as...
Finance: In finance, human-assisted AI systems are commonly used for complex decision-making processes like loan underwriting, in...
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- 6 industry-specific applications
- Relevant regulations by sector
- Real compliance scenarios
- Implementation guidance
Technical Definitions
NISTNational Institute of Standards and Technology
"The type of human-robot-interaction that that refers to situations during which human interactions are needed at the level of detail of task plans, i.e., during the execution of a task"Source: SP1011
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