Articles on Algorithmic bias

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Defending against cyberattacks increasingly means looking for patterns in large amounts of data – a task AI was made for. Yuichiro Chino/Moment via Getty Images

How AI is shaping the cybersecurity arms race

Artificial intelligence is emerging as a key cybersecurity tool for both attackers and defenders.
A cutout display at a protest highlighted the connection between social media and the real-world effects of misinformation. Caroline Brehman/CQ-Roll Call, Inc. via Getty Images

What will 2022 bring in the way of misinformation on social media? 3 experts weigh in

Misinformation will continue to strain society in 2022 as the lines between misinformation and political speech blur, cynicism grows and the lack of regulation allows misinformation to flourish.
“Alfie”, a moral choice machine, is pictured in front of an important question during a press conference in Germany. Arne Dedert/picture alliance via Getty Images

Defining what’s ethical in artificial intelligence needs input from Africans

Inclusivity and diversity also need to be at the level of identifying values and defining frameworks of what counts as ethical AI in the first place.
Jacob King/PA/AAP

Algorithms can decide your marks, your work prospects and your financial security. How do you know they’re fair?

A UK controversy about school leavers’ marks shows algorithms can get things wrong. To ensure algorithms are as fair as possible, how they work and the trade-offs involved must be made clear.
Art historians have long used traditional X-rays, X-ray fluorescence or infrared imaging to better understand artists’ techniques. Metropolitan Museum of Art/Wikimedia Commons

How AI is hijacking art history

Breathless headlines of artificial intelligence discovering or restoring lost works of art ignore the fact that these machines rarely, if ever, reveal one secret or solve a single mystery.
The term ‘killer robot’ often conjures images of Terminator-like humanoid robots. Militaries around the world are working on autonomous machines that are less scary looking but no less lethal. John F. Williams/U.S. Navy

An autonomous robot may have already killed people – here’s how the weapons could be more destabilizing than nukes

Sci-fi nightmares of a robot apocalypse aside, autonomous weapons are a very real threat to humanity. An expert on the weapons explains how the emerging arms race could be humanity’s last.
Undergraduate students need to learn the responsible use of data science as well as the nuts and bolts. Hill Street Studios/Stone via Getty Images

Data science education lacks a much‑needed focus on ethics

Undergraduate programs are springing up across the US to meet the burgeoning demand for workers trained in big data. Yet many of the programs lack training in the ethical use of data science.
Government agencies are increasingly using facial recognition technology, including through security cameras like this one being installed on the Lincoln Memorial in 2019. Mark Wilson/Getty Images

Feds are increasing use of facial recognition systems – despite calls for a moratorium

Politicians of all stripes, computer professionals and even big-tech executives are calling on government to hit the brakes on using these algorithms. The feds are hitting the gas.
The FTC put companies that sell AI systems on notice: Cross the line with biased products and the law is coming for you. Maciej Frolow/Stone via Getty Images

FTC warns the AI industry: Don’t discriminate, or else

The Federal Trade Commission is rattling its saber at the technology industry over growing public concern about biased AI algorithms. Can the agency back up its threats?

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