Mind Matters News and Analysis on Natural and Artificial Intelligence

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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 ›
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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 ›
Abstract Looking Into a Kaleidoscope Background Geometric Shapes
Abstract Looking Into a Kaleidoscope Background Geometric Shapes

In One Sense, Consciousness IS an Illusion…

We have no knowledge of the processes of our consciousness, only of the objects of its attention, whether they are physical, emotional, or abstract
When we think, we think about reality, not about the neurological processes by which we connect to reality. It is by keeping this understanding clearly in mind that we escape the solipsism that bedevils modern neuroscience. Read More ›
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Be Choosy About What You Automate!

Having automated many processes, I can assure you that that is the First Rule of Automation
The worst trap that people who are pursuing automation fall into is the desire to automate everything. That’s usually a road to disaster. Automation is supposed to save time and money, but it can wind up costing you both if you don't carefully consider what you automate. Read More ›
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Study Shows Eating Raisins Causes Plantar Warts

Sure. Because, if you torture a Big Data enough, it will confess to anything
Enormous data sets compiled by Big Data methods have a higher probability of meaningless correlations than smaller ones compiled by traditional methods. More than ever, common sense is needed. And common sense only comes from programmers writing their own common sense into the software. Read More ›
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No, Twitter Is Not the New Awful

It’s the Old Awful back for more. It’s the Town Without Pity we all tried to get away from
We need to decide: Is Twitter the telephone company (a communications platform), the newspaper (a publisher), or interconnected private gossip klatsches where anyone can say whatever they want, whatever ensues? Read More ›
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Has Neuroscience Disproved Thinking?

A philosopher argues that Nobel Prize-winning research shows that the theory of mind is just another illusion, useful for survival and success
We've all seen this sort of argument before in many other guises. It is commonly called “reductionism.” The reductionist claims that, because an object can be construed as made up of parts, the object is just the parts. It is like saying that because an article like this one is constructed from letters of the alphabet, the article is only rows of letters. Read More ›
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Do Quasars Provide Evidence for Free Will?

Possibly. They certainly rule out experimenter interference.
The universe would seem much neater if everything were determined. One result is that objections to randomness and to free will have become more sophisticated. But have they succeeded? Read More ›