{"id":227372,"date":"2021-04-15T10:50:02","date_gmt":"2021-04-15T07:50:02","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/twitter-unveils-algorithmic-fairness-initiative\/"},"modified":"2021-04-15T10:50:02","modified_gmt":"2021-04-15T07:50:02","slug":"twitter-unveils-algorithmic-fairness-initiative","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/twitter-unveils-algorithmic-fairness-initiative\/","title":{"rendered":"#Twitter unveils algorithmic fairness initiative"},"content":{"rendered":"

“#Twitter<\/a> unveils algorithmic fairness initiative<\/strong>”<\/p>\n

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\"Twitter
\n Twitter says it will seek to implement greater algorithmic fairness and transparency as part of its “responsible machine learning” initiative
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Twitter said Wednesday it was launching an initiative on “responsible machine learning” that will include reviews of algorithmic fairness on the social media platform.<\/p>\n

The California messaging service said the plan aims to offer more transparency in its artificial intelligence and tackle “the potential harmful effects of algorithmic decisions.”<\/p>\n

The move comes amid heightened concerns over algorithms used by online services, which some say can promote violence or extremist content or reinforce racial or gender bias.<\/p>\n

“Responsible technological use includes studying the effects it can have over time,” said a blog post by Jutta Williams and Rumman Chowdhury of Twitter’s ethics and transparency team.<\/p>\n

“When Twitter uses (machine learning), it can impact hundreds of millions of tweets per day and sometimes, the way a system was designed to help could start to behave differently than was intended.”<\/p>\n

The initiative calls for “taking responsibility for our algorithmic decisions” with the aim of “equity and fairness of outcomes,” according to the researchers.<\/p>\n

“We’re also building explainable ML solutions so you can better understand our algorithms, what informs them, and how they impact what you see on Twitter.”<\/p>\n

Williams and Chowdhury said the team would be sharing what it learns with outside researchers “to improve the industry’s collective understanding of this topic, help us improve our app<\/a>roach, and hold us accountable.”<\/p>\n

The Twitter move follows a series<\/a> of controversies at Google’s AI ethics team which resulted in the firing of two top researchers and the resignation of a high-ranking scientist.\n <\/p>\n\n

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Twitter unveils ‘community-driven’ effort to fight misinformation\n <\/p><\/div>\n

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\n \u00a9 2021 AFP<\/p>\n

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Citation<\/strong>:
\n Twitter unveils algorithmic fairness initiative (2021, April 15)
\n retrieved 15 April 2021
\n from https:\/\/techxplore.com\/news<\/a>\/2021-04-twitter-unveils-algorithmic-fairness.html<\/p>\n

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