What is human in the loop?
A system where a human is involved in the decision-making process of an artificial intelligence or machine learning model
human in the loop explained in plain English
Analogy
Think of it like a quality control process in a factory, where a human inspector checks the products coming off the assembly line to ensure they meet the required standards, just as a human in the loop checks the output of an AI system to ensure it is accurate and reliable
Example
For example, in self-driving cars, a human driver may be required to take control of the vehicle in certain situations, such as construction zones or unexpected events, to ensure safety
How is human in the loop used?
This approach is used in applications such as autonomous vehicles, medical diagnosis, and financial trading, where the AI system makes decisions, but a human is involved to validate or override those decisions if necessary
Common misconceptions about human in the loop
History
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