What is Human-in-the-Loop?
An AI approach that incorporates human judgment and oversight at critical decision points in automated processes.
Definition
Human-in-the-Loop (HITL) is an AI approach that combines automated decision-making with human judgment, expertise, and oversight at critical points in the process, ensuring human control and validation of important decisions.
Purpose
HITL systems leverage the strengths of both AI automation and human intelligence, providing safety nets for critical decisions while maintaining efficiency for routine tasks that AI can handle reliably.
Function
HITL works by identifying decision points where human judgment is valuable, routing those cases to human reviewers while allowing AI to handle straightforward cases automatically, creating a hybrid workflow.
Example
A content moderation system where AI flags potentially problematic posts for human review, or a medical diagnosis AI that requires doctor approval before recommending treatments for complex cases.
Related
Connected to AI Safety, Human Oversight, Hybrid Intelligence, Quality Control, Risk Management, and Collaborative AI systems.
Want to learn more?
If you're curious to learn more about Human-in-the-Loop (HITL), reach out to me on X. I love sharing ideas, answering questions, and discussing curiosities about these topics, so don't hesitate to stop by. See you around!
What does KPI mean?
Key Performance Indicator (KPI), or Key Performance Indicator, is a quantif...
What is Cost of Delay?
The Cost of Delay (CoD) represents the economic impact of a delay in the de...
What does ALM stand for?
ALM, or Application Lifecycle Management, refers to the process of managing...