One of my fairly regular subthemes here is the increasing power of algorithms over our daily lives and what Ted Striphas has called “the black box of algorithmic culture”. So I am naturally interested in this interview with Cynthia Dwork on algorithms and bias — more specifically, on the widespread, erroneous, and quite poisonous notion that if decisions are being made by algorithms they can’t be biased. (See also theses 54 through 56 here.)
I found this exchange especially interesting:
Q: Whose responsibility is it to ensure that algorithms or software are not discriminatory?
A: This is better answered by an ethicist. I’m interested in how theoretical computer science and other disciplines can contribute to an understanding of what might be viable options. The goal of my work is to put fairness on a firm mathematical foundation, but even I have just begun to scratch the surface. This entails finding a mathematically rigorous definition of fairness and developing computational methods — algorithms — that guarantee fairness.
Good for Dwork that she’s concerned about these things, but note her rock-solid foundational assumption that fairness is something that can be “guaranteed” by the right algorithms. And yet when asked a question about right behavior that’s clearly not susceptible to an algorithmic answer — Who is responsible here? — Dwork simply punts: “This is better answered by an ethicist.”
One of Cornel West’s early books is called The American Evasion of Philosophy, and — if I may riff on his title more than on the particulars of his argument — this is a classic example of that phenomenon in all of its aspects. First, there is the belief that we don’t need to think philosophically because we can solve our problems by technology; and then, second, when technology as such fails, to call in expertise, in this case in the form of an “ethicist.” And then, finally, in the paper Dwork co-authored on fairness that prompted this interview, we find the argument that the parameters of fairness “would be externally imposed, for example, by a regulatory body, or externally proposed, by a civil rights organization,” accompanied by a citation of John Rawls.
In the Evasion of Philosophy sweepstakes, that’s pretty much the trifecta: moral reflection and discernment by ordinary people replaced by technological expertise, academic expertise, and political expertise — the model of expertise being technical through and through. ’Cause that’s just how we roll.