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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.

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Jamaal Bowman: TikTok gives free speech for 150 million people

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The Congressman says there is too much hysteria around the social media platform

U.S. Congressman Jamaal Bowman says there’s too much hysteria when it comes to social media platform, TikTok.

The Congressman argues the app has given a voice to millions of people, as well as empowering diverse communities.

“Our first Amendment right allows people to speak freely and communicate freely,” Bowman said outside the steps of Capitol Hill. “TikTok as a platform has created a community for free speech, for over 150 million people.”

TikTok is currently set to be banned on government-owned devices, due to concerns over the data it collects.

There are reported links between the app owner, ByteDance, and the Chinese Communist Party.

But Bowman argues all social media platforms have been ‘dishonest’ with the data of their users.

“Let’s not be dishonest with ourselves,” he continued. “Let’s not be racist and xenophobe towards China when it comes to TikTok.

“American companies have done tremendous harm towards American people.”

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What does the A.I. future look like?

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The pandemic has accelerated the need for integrated technology

Pretty soon, you’ll be able to ask a virtual assistant to transcribe meeting notes, summarise long email threads and even turn a Word document into a PowerPoint presentation in seconds.

Technology and the software development that comes along with it have revolutionised our world and daily life.

On top of all of this, the challenges of the global pandemic and its aftermath have accelerated the need for integrated technology solutions at a pace never seen before.

Over the past few weeks alone, a rapidly evolving artificial intelligence landscape has seemed to jump forward at a rate not seen before.

So what does an AI future look like?

Alex Iceman from Genium joined us to discuss.

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Building the framework for Apple’s App Store

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Where do you begin to create one of the most used phone programs in the world?

Imagine your boss comes to you with this great idea. A screen that’s a phone, that will change our entire lives.

The way we consume media, the way we connect. To do so, we have these tiny little things called Apps. Millions of them.

But you’re tasked with creating the framework that becomes the App store.

We speak to one of the former Apple employees who helped to build the App store – Phillip Shoemaker.

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