Sunday, March 30, 2014

On Kahneman

Kahneman @ 80 - Brilliant discussion on Edge on how Kahneman's work influenced them.

Nassim Taleb:
Here is an insight Danny K. triggered and changed the course of my work. I figured out a nontrivial problem in randomness and its underestimation a decade ago while reading the following sentence in a paper by Kahneman and Miller of 1986:

A spectator at a weight lifting event, for example, will find it easier to imagine the same athlete lifting a different weight than to keep the achievement constant and vary the athlete's physique.

This idea of varying one side, not the other also applies to mental simulations of future (random) events, when people engage in projections of different counterfactuals. Authors and managers have a tendency to take one variable for fixed, sort-of a numeraire, and perturbate the other, as a default in mental simulations. One side is going to be random, not the other.

It hit me that the mathematical consequence is vastly more severe than it appears. Kahneman and colleagues focused on the bias that variable of choice is not random. But the paper set off in my mind the following realization: now what if we were to go one step beyond and perturbate both? The response would be nonlinear. I had never considered the effect of such nonlinearity earlier nor seen it explicitly made in the literature on risk and counterfactuals. And you never encounter one single random variable in real life; there are many things moving together.


Walter Mischel:
In one wonderful year he and Amos focused completely on the 1974 Science article that catapulted them into the history books. Danny attributes its remarkable impact (that ultimately also led to the Nobel Prize), to the medium as much as to the message. He notes that in the 1974 article he and Amos continued to practice the psychology of single questions. He believes that citing those questions verbatim in the text of the article: "personally engaged readers and convinced them that we were concerned not with the stupidity of Joe Public but with a much more interesting issue: the susceptibility to erroneous intuitions of intelligent, sophisticated, and perceptive individuals such as themselves." Forty years later the same voice and practice surely underlie the success of Thinking Fast and Slow.

Reflecting further on his collaboration with Tversky and the genesis of that1974 article, Danny says they went through 30-odd versions of prospect theory. What kept them going was Amos' often-used phrase "Let's do it right." They did, and in what Kahneman has kept on doing, he keeps showing us how to get it right.


Rory Sutherland:
When I met Danny in London in 2009 he diffidently said that the only hope he had for his work was that "it might lead to a better kind of gossip"—where people discuss each other's motivations and behaviour in slightly more intelligent terms. To someone from an industry where a new flavour-variant of toothpaste is presented as being an earth-changing event, this seemed an incredibly modest aspiration for such important work.

However, if this was his aim, he has surely succeeded. When I meet people, I now use what I call "the Kahneman heuristic". You simply ask people "Have you read Danny Kahneman's book?" If the answer is yes, you know (p>0.95) that the conversation will be more interesting, wide-ranging and open-minded than otherwise.

And it then occurred to me that his aim—for better conversations—was perhaps not modest at all. Multiplied a millionfold it may very important indeed. In the social sciences, I think it is fair to say, the good ideas are not always influential and the influential ideas are not always good. Kahneman's work is now both good and influential.


No comments: