What does Melanie Ho compare unconscious bias to?

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BlackTom AI · Accepted Answer

Question prompts us to identify what Melanie Ho compares unconscious bias to. The provided answer options contain a single choice: 'Auto-complete emojis'.

Because there is only one option presented, there are no additional alternatives to evaluate or refute. The sole option can be interpreted as the intended analogy: unconscious bias is likened to auto-complete, which automatically suggests completions based on patterns learned from data. This framing emphasizes how biases can surface automatically and influence judgments without deliberate intent, much like auto-complete suggestions that appear with minimal conscious effort.

Even though there are no other options to compare, we can expand the reasoning a bit: comparing bias to auto-complete highlights two key ideas—(1) the suggestions are data-driven and may reflect historical patterns or stereotypes, and (2) users can choose to accept, modify, or override these suggestions, just as people can reflect on and correct biased judgments. Without other choices to critique, we acknowledge that this analogy centers on the automatic, often unseen nature of bias and how it can shape perceptions unless actively checked.

Community Citizenship Initiative - Inclusion & Belonging Component 2024 (Morningside & Manhattanville Grads)) Quiz: Shifting the Culture

What does Melanie Ho compare unconscious bias to?

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