The Seductive Diversion of ‘Solving’ Bias in Artificial Intelligence

Julia Powles
Medium.com
Originally posted December 7, 2018

Here is an excerpt:

There are three problems with this focus on A.I. bias. The first is that addressing bias as a computational problem obscures its root causes. Bias is a social problem, and seeking to solve it within the logic of automation is always going to be inadequate.

Second, even apparent success in tackling bias can have perverse consequences. Take the example of a facial recognition system that works poorly on women of color because of the group’s underrepresentation both in the training data and among system designers. Alleviating this problem by seeking to “equalize” representation merely co-opts designers in perfecting vast instruments of surveillance and classification.

When underlying systemic issues remain fundamentally untouched, the bias fighters simply render humans more machine readable, exposing minorities in particular to additional harms.

Third — and most dangerous and urgent of all — is the way in which the seductive controversy of A.I. bias, and the false allure of “solving” it, detracts from bigger, more pressing questions. Bias is real, but it’s also a captivating diversion.

The info is here.

‘The New Paradigm,’ Conscience and the Death of Catholic Morality

E. Christian Brugger
National Catholic Register
Originally published February 23, 2-18

Vatican Secretary of State Cardinal Pietro Parolin, in a recent interview with Vatican News, contends the controversial reasoning expressed in the apostolic exhortation Amoris Laetitia (The Joy of Love) represents a “paradigm shift” in the Church’s reasoning, a “new approach,” arising from a “new spirit,” which the Church needs to carry out “the process of applying the directives of Amoris Laetitia.”

His reference to a “new paradigm” is murky. But its meaning is not. Among other things, he is referring to a new account of conscience that exalts the subjectivity of the process of decision-making to a degree that relativizes the objectivity of the moral law. To understand this account, we might first look at a favored maxim of Pope Francis: “Reality is greater than ideas.”

It admits no single-dimensional interpretation, which is no doubt why it’s attractive to the “Pope of Paradoxes.” But in one area, the arena of doctrine and praxis, a clear meaning has emerged. Dogma and doctrine constitute ideas, while praxis (i.e., the concrete lived experience of people) is reality: “Ideas — conceptual elaborations — are at the service of … praxis” (Evangelii Gaudium, 232).

In relation to the controversy stirred by Amoris Laetitia, “ideas” is interpreted to mean Church doctrine on thorny moral issues such as, but not only, Communion for the divorced and civilly remarried, and “reality” is interpreted to mean the concrete circumstances and decision-making of ordinary Catholics.

The article is here.

I feel therefore I am

How exactly did consciousness become a problem? And why, after years off the table, is it a hot research subject now?

Margaret Wertheim

Aeon

Originally published December 1, 2015

Here is an excerpt:

Here again we meet the subject of pain, both physical and emotional. Can misery be ‘explained’ by synaptic firing? Can happiness? Some years ago, I discussed this issue with Father George Coyne, a Jesuit priest and astronomer who was then Director of the Vatican Observatory. I asked him what he thought of the notion that when the 12th‑century Hildegard of Bingen was having her visions of God, perhaps she was having epileptic fits. He had no problem with the fits. Indeed, he thought that when something so powerful was going on in a mind, there would necessarily be neurological correlates. Hildegard might well have been an epileptic, Father Coyne opined; that didn’t mean God wasn’t also talking to her.

Pain is surely like this too: it must have neurological correlates otherwise we wouldn’t be able to react to withdraw a hand from a flame and save our bodies from damage. (People who lose the ability to feel pain quickly succumb to injuries.) At the same time, pain transcends its physical dimensions, as do the many species of misery catalogued in Dante’s Hell, and represented to us in daily news accounts of the effects of war on millions of people today.

The article is here.