2018 Air Street Capital The State of AI Report 2018 · page 41 of 156
The slide uses screenshots of Google Translate to show how machine learning models can perpetuate societal stereotypes.
Consulting deck · client_example · illustrate_case · balanced density
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Action Titles slide · 85%
Title 'An example of biased machine learning systems: Stereotyping'.
Anchoring Bias slide · 70%Turkish is a gender-neutral language, yet Google Translate swaps the gender of the pronouns when translating from English to Turkish and back to English
Concrete Language slide · 80%Specific Turkish-Google Translate example.
Singularity Effect slide · 65%Single concrete bias example over abstract stats.
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