Understanding AI bias and its impacts

Categorize

Options (4)

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?

AI bias IS...

AI bias is NOT...

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.

Hotspot

Based on the training data used, which fruits would the Fruit Detector app probably NOT be able to identify correctly?

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

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.

Draw

Draw a shoe.

(this will make sense in a moment)

Categorize

Options (6)

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?

NEGATIVE impacts...

POSITIVE impacts...