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Twitter competition finds that algorithm bias prefers white, slim, young faces

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A student researcher has found that Twitter’s image-cropping algorithm prefers faces that are slim, young and light-skinned

A graduate student at Switzerland’s EFPL university has discovered a bias in Twitter’s image-cropping ‘saliency’ algorithm.

Bogdan Kulynyc proved that the algorithm preferred faces that are light-skinned, slim and young. Twitter’s saliency algorithm decides the most interesting part of an image to crop for preview.

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The researcher tested how the software responded to AI-generated faces

Kulynyc found that by he could manipulate the algorithm to be prefer faces by “making the person’s skin lighter or warmer and smoother; and quite often changing the appearance to that of a younger, more slim, and more stereotypically feminine person”.

He achieved this by using an AI face generator to create artificial people with varying features. He was then able to run the images through the algorithm to see which faces the software preferred.

“We should not forget that algorithmic bias is only a part of a bigger picture. Addressing bias in general and in competitions like this should not end the conversation about the tech being harmful in other ways, or by design, or by fact of existing,” said Kulynyc.

“A lot of harmful tech is harmful not because of accidents, unintended mistakes, but rather by design”

Bogdan Kulynyc

“This shows how algorithmic models amplify real-world biases and societal expectations of beauty”

Twitter’s director of software engineering and head of AI Ethics Rumman Chowdhury says the findings “showcased how applying beauty filters could game the algorithm’s internal scoring model.

“We create these filters because we think that’s what ‘beautiful’ is, and that ends up training our models and driving these unrealistic notions of what it means to be attractive.”

Twitter’s “algorithmic bug bounty”

The findings mark the conclusion of Twitter’s first “algorithmic bug bounty”. The event was part of an in-house competition at the DEF CON security conference in LA.

Twitter rewarded the student $3500 for his efforts.

Last year, Twitter came under fire for cropping out Black faces

This comes after and incident last year, where the tech giant found that the preview crop was more likely to hide Black faces.

Twitter’s director of software engineering Rumman Chowdhury said the findings illustrated that “how to crop an image is a decision best made by people”.

Natasha is an Associate Producer at ticker NEWS with a Bachelor of arts from Monash University. She has previously worked at Sky News Australia and Monash University as an Online Content Producer.

Business

British lawmakers want to fine social media

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Social media companies could be fined if they don’t remove harmful content, according to a new plan from the UK Government

Lawmakers want to make it illegal to encourage users to harm themselves online.

It’s part of a crackdown on online behaviour on content that leads to self harm.

In a statement, Digital Secretary Michelle Donelan said these firms “can no longer remain silent bystanders”.

She says they’ll face fines for allowing this abusive and destructive behaviour to continue on their platforms.”

It follows the death of Molly Russell in 20-17, which sparked concern for harmful content online.

A coroner ruled social media platforms fed her content that “romanticised acts of self-harm”.

Sexually explicit materials will also be banned under the new policy.

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Business

Twitter adds millions of users after cutting staff

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elon musk twitter

Twitter boss Elon Musk says new user signups to the social media platform are at an “all-time high”.

That’s despite his recent struggles with a mass exodus of advertisers and users fleeing to other platforms.

Musk says signups to Twitter are averaging over two million per day over the past week.

Reported impersonations on the platform spiked earlier this month, before and in wake of the Twitter Blue launch.

Musk says buying Twitter will speed up his ambition to create an “everything app” called X.

Musk’s “Twitter 2.0 The Everything App” will have features like encrypted DMs, longform tweets and payments.

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Business

Move over Black Friday, it’s Cyber Monday

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If you’ve still got a bit of cash left over from Black Friday sales, well today is Cyber Monday.

Officially kicking off today, the Cyber Monday sales are widely regarded as some of the biggest and best discounts you’ll see all year.

Some retailers are promising 80 percent discounts off top items.

Black Friday sales raked in a record $9.12 billion from online shoppers this year despite concerns about inflation and higher prices.

Inflation accounts for some of the increase this year, with people paying more to buy less.

Online sales for electronics spiked 221% on Friday compared to an average day in October, with top sellers including Apple MacBooks and watches.

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