Tiny Images, Outsized Biases: Why MIT withdrew the Tiny Images dataset
Bias

Tiny Images, Outsized Biases: Why MIT withdrew the Tiny Images dataset

MIT withdrew a popular computer vision dataset after researchers found that it was rife with social bias. Researchers found racist, misogynistic, and demeaning labels among the nearly 80 million pictures in Tiny Images, a collection of 32-by-32 pixel color photos.

July 8, 20202 min read
Tiny Images, Outsized Biases: Why MIT withdrew the Tiny Images dataset
Bias

Tiny Images, Outsized Biases: Why MIT withdrew the Tiny Images dataset

MIT withdrew a popular computer vision dataset after researchers found that it was rife with social bias. Researchers found racist, misogynistic, and demeaning labels among the nearly 80 million pictures in Tiny Images, a collection of 32-by-32 pixel color photos.

July 8, 20202 min read
Image Resolution in Black and White: Behind the Pulse controversy about bias in machine learning
Bias

Image Resolution in Black and White: Behind the Pulse controversy about bias in machine learning

A new model designed to sharpen images tends to turn some dark faces white, igniting fresh furor over bias in machine learning. Photo Upsampling via Latent Space Exploration (Pulse) generates high-resolution versions of low-resolution images.

July 1, 20202 min read
Image Resolution in Black and White: Behind the Pulse controversy about bias in machine learning
Bias

Image Resolution in Black and White: Behind the Pulse controversy about bias in machine learning

A new model designed to sharpen images tends to turn some dark faces white, igniting fresh furor over bias in machine learning. Photo Upsampling via Latent Space Exploration (Pulse) generates high-resolution versions of low-resolution images.

July 1, 20202 min read
Baidu Leaves Partnership on AI: Chinese tech giant exits a consortium on AI bias and privacy.
Bias

Baidu Leaves Partnership on AI: Chinese tech giant exits a consortium on AI bias and privacy.

Baidu backed out of a U.S.-led effort to promote ethics in AI, leaving the project without a Chinese presence. The Beijing-based search giant withdrew from the Partnership on AI, a consortium that promotes cooperation on issues like digital privacy and algorithmic bias.

June 24, 20201 min read
Baidu Leaves Partnership on AI: Chinese tech giant exits a consortium on AI bias and privacy.
Bias

Baidu Leaves Partnership on AI: Chinese tech giant exits a consortium on AI bias and privacy.

Baidu backed out of a U.S.-led effort to promote ethics in AI, leaving the project without a Chinese presence. The Beijing-based search giant withdrew from the Partnership on AI, a consortium that promotes cooperation on issues like digital privacy and algorithmic bias.

June 24, 20201 min read
Tech Giants Face Off With Police: Amazon and Microsoft halt face recognition for police.
Bias

Tech Giants Face Off With Police: Amazon and Microsoft halt face recognition for police.

Three of the biggest AI vendors pledged to stop providing face recognition services to police — but other companies continue to serve the law-enforcement market.

June 24, 20201 min read
Tech Giants Face Off With Police: Amazon and Microsoft halt face recognition for police.
Bias

Tech Giants Face Off With Police: Amazon and Microsoft halt face recognition for police.

Three of the biggest AI vendors pledged to stop providing face recognition services to police — but other companies continue to serve the law-enforcement market.

June 24, 20201 min read
Gender Bender: Double-Hard Debias helps lessen gender bias in NLP models.
Bias

Gender Bender: Double-Hard Debias helps lessen gender bias in NLP models.

AI learns human biases: In word vector space, “man is to computer programmer as woman is to homemaker,” as one paper put it. New research helps language models unlearn such prejudices.

June 17, 20202 min read
Gender Bender: Double-Hard Debias helps lessen gender bias in NLP models.
Bias

Gender Bender: Double-Hard Debias helps lessen gender bias in NLP models.

AI learns human biases: In word vector space, “man is to computer programmer as woman is to homemaker,” as one paper put it. New research helps language models unlearn such prejudices.

June 17, 20202 min read
Algorithms Choose the News: MSN news service replaces some human editors with AI.
Bias

Algorithms Choose the News: MSN news service replaces some human editors with AI.

Machines took another step toward doing the work of journalists. Microsoft laid off dozens of human editors who select articles for the MSN news service and app. Going forward, AI will do the job.

June 10, 20201 min read
Algorithms Choose the News: MSN news service replaces some human editors with AI.
Bias

Algorithms Choose the News: MSN news service replaces some human editors with AI.

Machines took another step toward doing the work of journalists. Microsoft laid off dozens of human editors who select articles for the MSN news service and app. Going forward, AI will do the job.

June 10, 20201 min read
Facebook Likes Extreme Content: Facebook execs rejected changes to reduce polarization.
Bias

Facebook Likes Extreme Content: Facebook execs rejected changes to reduce polarization.

Facebook’s leadership has thwarted changes in its algorithms aimed at making the site less polarizing, according to the Wall Street Journal. The social network’s own researchers determined that its AI software promotes divisive content.

June 3, 20202 min read
Facebook Likes Extreme Content: Facebook execs rejected changes to reduce polarization.
Bias

Facebook Likes Extreme Content: Facebook execs rejected changes to reduce polarization.

Facebook’s leadership has thwarted changes in its algorithms aimed at making the site less polarizing, according to the Wall Street Journal. The social network’s own researchers determined that its AI software promotes divisive content.

June 3, 20202 min read
Toward AI We Can Count On: Public trust recommendations from AI researchers
Bias

Toward AI We Can Count On: Public trust recommendations from AI researchers

A consortium of top AI experts proposed concrete steps to help machine learning engineers secure the public’s trust. Dozens of researchers and technologists recommended actions to counter public skepticism toward artificial intelligence, fueled by issues like data privacy.

April 29, 20201 min read

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