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Flashcards in Biases in AI Deck (15)
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1
Q

Weak AI

A

focussed on narrow task e.g. chess game

2
Q

Strong AI

A

machine capability equal to a human’s

3
Q

Automation bias

A

the tendency to disregard or not search for contradictory information in light of a computer generated solution that is accepted as correct

4
Q

Historical bias

A

data having historical bias, as algorithms are used to make predictions with historical data

5
Q

Bias through interaction

A

when AI interacts with world e.g. Netflix account, Spotify

6
Q

Sample bias

A

when data chosen to build algorithm does not represent space which model will operate, thus the algorithm spits out specific data that is not representative of world itself

7
Q

Biased input selection

A

choosing of factors as input that is already biased

8
Q

What bias was PredPol?

A

Historical bias

9
Q

what bias was Microsoft Tay?

A

Bias through interaction

10
Q

What bias was COMPAS

A

Historical bias

11
Q

what bias was Google Photos

A

Sample bias

12
Q

Microsoft Tay was when

A

chatbot interacted with specific communities that did not accurately represent Twitter communities. Tay subsequently became racist, misogynistic etc

13
Q

PredPol was when

A

(uses previous crime data to prepare where future crimes will occur). Created a feedback loop (data in one tested area produces data so is repeatedly surveyed, ignoring other areas

14
Q

Google Photos was when

A

search engine returning photos of African Americans when prompted to return photos of gorillas

15
Q

COMPAS was when

A

algorithm used in legal system to assess the risk of an offender re-offending