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AI Recruitment Tools: What Lies Beneath

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Artificial intelligence is a 21st-century tool, but in some ways it has a 19th-century problem. Google Translate’s approach to Turkish, which lacks gendered pronouns, offers an illustration: The single word “o” in Turkish does the work that in English is done by “he,” “she” or “it,” and that linguistic quirk means rendering a Turkish sentence into English requires guessing its subject’s gender — which often betrays built-in biases.

For example, Google translates the Turkish sentence “o bir doktor” as “he is a doctor” and the grammatically identical “o bir hem?ire” as “she is a nurse.” Google’s algorithms similarly assume that

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