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Identification Improves Algorithm improves in Harry Surden - Artificial Intelligence and Law Overview

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Identification Improves
Algorithm improves in performance
In auto-identifying spam
As it is able to examine more data
And find additional indicia of spam
Algorithm is “learning” over time
from additional examples
Example: Email Spam Filter
“Free”
Probability of Spam
Contains
“Free”
70% Spam
Contains
“Earn Cash”
90% Spam
From
Belarus
85% Spam

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Identification Improves Algorithm improves in performance In auto-identifying spam As it is able to examine more data And find additional indicia of spam Algorithm is “learning” over time from additional examples Example: Email Spam Filter “Free” Probability of Spam Contains “Free” 70% Spam Contains “Earn Cash” 90% Spam From Belarus 85% Spam

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