An organization's AI risk committee is debating whether to implement a 'human-in-the-loop' or 'human-on-the-loop' oversight model for their AI-driven medical diagnosis support system. Which statement BEST describes the key risk difference between these two approaches?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because human-in-the-loop (HITL) places a human decision point before consequential AI action is taken, meaning the AI provides a recommendation but a human must approve before it takes effect. Human-on-the-loop (HOTL) allows AI to act autonomously while a human monitors and can override, meaning harmful AI actions may occur before the human intervenes.
Full explanation below image
Full Explanation
B is correct because human-in-the-loop (HITL) places a human decision point before consequential AI action is taken, meaning the AI provides a recommendation but a human must approve before it takes effect. Human-on-the-loop (HOTL) allows AI to act autonomously while a human monitors and can override, meaning harmful AI actions may occur before the human intervenes. For a medical diagnosis support system, HITL provides stronger patient safety guarantees. A is incorrect; the approaches differ meaningfully in risk. C is incorrect; for high-stakes medical decisions, HITL is generally preferred precisely because the stakes are high. D is partially true but not the key difference.