Mind Matters Reporting on Natural and Artificial Intelligence

TagRacism

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Stethoscope on an old book of medicine, conceptual image

Should We Really “Listen to Science”? What Should We Listen For?

Politicians who insist that their beliefs represent science might be surprised by the checkered history of that view

This political season, politicians are telling us to “listen to science.” But buyer beware. The politicization of science is a long and sad history of so-called “scientific truths” that were not only mistaken but resulted in tragedy. Those who know a bit of this history should be wary of politicians’ table-pounding claims on topics ranging from climate change to COVID. In a 2003 lecture at Caltech, Michael Crichton, MD (pictured in 2002, courtesy Jon Chase CC BY-SA 3.0), author of great science fiction including Jurassic Park, noted, “science has in some instances been seduced by the more ancient lures of politics and publicity.” For example, racism was “settled science” in the early 20th century. So was eugenics, the so-called science…

Simulation of a screen of cctv cameras with facial recognition

EU Mulls Five-Year Ban on Facial Recognition

Too soon, too fast, and not enough discussion of the objectives, say critics

Opposition is growing in the Western world to routine government use of facial recognition (FR) technologies. But it takes different forms in different places.

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Beautiful Male Computer Engineer and Scientists Create Neural Network at His Workstation. Office is Full of Displays Showing 3D Representations of Neural Networks.

How Algorithms Can Seem Racist

Machines don’t think. They work with piles of “data” from many sources. What could go wrong? Good thing someone asked…

Some of the recent conflicts around algorithms and ethnicity are flubs that social media entrepreneurs will regret. Others may endanger life.

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AI face detection,Face Recognition Vendor

Big Tech Tries to Fight Racist and Sexist Data

The trouble is, no machine can be better than its underlying training data. That’s baked in

The problem with machine learning-based AI in police work is not so much its inherent bias (none of us is bias-free) but the delegation to a machine of what should be a human decision.

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Blc and white v diversity Ryoji Iwata at Unsplash 1513682121497-80211f36a7d3

Has AI Been Racist?

AI is, left to itself, inherently unthinking, which can result in insensitivity and bias

Just any available data swatched into systems may embody prejudices that only become evident in use.

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AI: Think About Ethics Before Trouble Arises

A machine learning specialist reflects on Micah 6:8 as a guide to developing ethics for the rapidly growing profession
To love mercy sometimes means to give up efficiency. It could mean losing a few points of model accuracy by refusing to take into account features that invade privacy or are proxies for race, leading to discriminatory model behavior. But that’s OK. The merciful are willing to give up some of their rights and advantages so they can help others.   Read More ›
Children using computer in school
Children using computer in school

Can an Algorithm Be Racist?

No, the machine has no opinion. It processes vast tracts of data. And, as a result, the troubling hidden roots of some data are exposed
It’s tempting to assume that a villain lurks behind such a scene when the exact opposite is the problem: A system dominated by machines is all calculations, not thoughts, intentions, or choices. If the input is wrong, so is the output. Read More ›