human-in-the-loop

Vocabulary Word

Definition

'Human-in-the-loop' is a system or process where a person is actively involved and working together with computers or machines. It's like a team where the player and a video game work together to reach the goal.

Examples in Different Contexts

In artificial intelligence, 'human-in-the-loop' refers to systems where human judgment is integrated with AI operations, enhancing decision-making and accuracy. An AI researcher might say, 'Incorporating a human-in-the-loop approach helps our AI model learn from nuanced human feedback, improving its performance over time.'

Practice Scenarios

Tech

Scenario:

The AI's decision-making has improved greatly, but some scenarios still require human intervention to ensure accuracy.

Response:

Right, a purely automated system may not handle all situations. That's where a human-in-the-loop can guide the AI's decision-making.

Business

Scenario:

The data analysis tool has been generating good insights. Still, it needs human judgment to make the final call.

Response:

That's why we use a human-in-the-loop system; the tool gives us the data, but we make the ultimate decision.