
Understanding AI bias and its impacts
Presentation
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Instructional Technology
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9th Grade
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Practice Problem
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Medium
Jessica Ciokan
Used 74+ times
FREE Resource
18 Slides • 7 Questions
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Categorize
when AI makes decisions based on unfair or prejudiced information
caused by human error
a method AI uses to ensure it treats everyone equally
the way AI mimics human creativity
What do you think AI bias IS and IS NOT?
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Poll
How do you think AI bias happens?
Because biased data is used to train the AI model.
Because AI can think for itself and develop its own biases.
Because AI is intentionally programmed to be biased.
Because perfect and unbiased human input is used to train the AI.
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Hotspot
Based on the training data used, which fruits would the Fruit Detector app probably NOT be able to identify correctly?
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Multiple Select
Why is the AI tool making these mistakes?
Too much variety in the fruits
Not enough variety in fruits of the same color
The AI thinks all the tomatoes are apples because they're red
Not all the fruits used are round shapes
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Poll
What are some ways we could reduce the AI bias of this Fruit Detector app?
Include more types of each color fruit.
Include more examples of each fruit type.
Show it pictures of fruits at different stages.
Show it examples of things that are NOT fruits.
Keep showing it the same images over and over without changing anything.
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Draw
Draw a shoe.
(this will make sense in a moment)
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Categorize
unfair treatment of different groups of people
limit opportunities for some people by favoring certain groups
perpetuate stereotypes and prejudiced ideas
push us to me more mindful about using complete training data
make us more aware of our own biases
create and spread false or incomplete information
What are some potential negative and positive impacts of AI bias?
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