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AI Fluent · Algorithmic Bias & Systemic Justice

Before we start: quick check

3 quick questions. No account and no name needed. Your answers are counted anonymously to help ARK see what workshops teach.

Question 1 of 3: What is a proxy variable?

Question 1 of 3

What is a proxy variable?

A backup copy of a datasetA data point that stands in for a protected trait, such as zip code for raceA variable that has no effectA rule against bias

Question 2 of 3: A rule treats everyone the same on paper but harms one group more. What is this called?

Question 2 of 3

A rule treats everyone the same on paper but harms one group more. What is this called?

Disparate impactA base rateCalibrationAn audit

Question 3 of 3: What does an algorithmic audit check?

Question 3 of 3

What does an algorithmic audit check?

Whether the code compilesWhether the company is profitableWhether the system's outcomes are unequal across groups, including overlapping onesWhether users like the system

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