Dan Dennett: More on the brain as a computer

Daniel Dennett had this to say, at Edge.org:

The vision of the brain as a computer, which I still champion, is changing so fast. The brain's a computer, but it's so different from any computer that you're used to. It's not like your desktop or your laptop at all, and it's not like your iPhone except in some ways. It's a much more interesting phenomenon. What Turing gave us for the first time (and without Turing you just couldn't do any of this) is a way of thinking about in a disciplined way and taking seriously phenomena that have, as I like to say, trillions of moving parts. Until late 20th century, nobody knew how to take seriously a machine with a trillion moving parts. It's just mind-boggling. The idea is basically right, but when I first conceived of it, I made a big mistake. I was at that point enamored of the McCulloch-Pitts logical neuron. McCulloch and Pitts had put together the idea of a very simple artificial neuron, a computational neuron, which had multiple inputs and a single branching output and a threshold for firing, and the inputs were either inhibitory or excitatory. They proved that in principle a neural net made of these logical neurons could compute anything you wanted to compute. So this was very exciting. It meant that basically you could treat the brain as a computer and treat the neuron as a sort of basic switching element in the computer, and that was certainly an inspiring over-simplification. Everybody knew is was an over-simplification, but people didn't realize how much, and more recently it's become clear to me that it's a dramatic over-simplification, because each neuron, far from being a simple logical switch, is a little agent with an agenda, and they are much more autonomous and much more interesting than any switch. The question is, what happens to your ideas about computational architecture when you think of individual neurons not as dutiful slaves or as simple machines but as agents that have to be kept in line and that have to be properly rewarded and that can form coalitions and cabals and organizations and alliances? This vision of the brain as a sort of social arena of politically warring forces seems like sort of an amusing fantasy at first, but is now becoming something that I take more and more seriously, and it's fed by a lot of different currents.
I've posted on these issues before, but Dennett's article advances the topic much further.

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Insanity and Rights

Doubtless whatever I say, someone will find fault, take offense, withdraw into positions, place guard dogs at the gates and lookouts in the towers. We are a people enamored of the idea of violence.  We like the idea that when it gets down to the proverbial nitty gritty we can and will kick ass and take names.  Americans are tough, not to be messed with, ready to exact justice by knuckles or 9.mm. . . .

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Why older folks get ripped off more often

In this article in the WP, it is reported that older folks are much more trusting than younger people, and they often miss cues that broadcast untrustworthiness. This correlates with the fact that older folks are victims of fraud much more than younger people.

To see if older people really are less able to spot a swindler, Taylor and colleagues showed photos of faces considered trustworthy, neutral or untrustworthy to a group of 119 older adults (ages 55 to 84) and 24 younger adults (ages 20 to 42). Signs of untrustworthiness included averted eyes; an insincere smile that doesn’t reach the eyes; a smug, smirky mouth; and a backward tilt to the head. The participants were asked to rate each face on a scale from minus-3 (very untrustworthy) to 3 (very trustworthy). In the study, appearing online last week in the Proceedings of the National Academy of Sciences, the “untrustworthy” faces were perceived as significantly more trustworthy by the older subjects than by the younger ones.

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Smart Groups aren’t merely groups of smart people

At Edge.org, Thomas W. Malone explains that in order to have a smart group of people you need more than a bunch of smart individuals.

We thought that there might be such a factor, but that it would really just be essentially the intelligence of the individual people in the group. What we found was that the average and the maximum intelligence of the individual group members was correlated, but only moderately correlated, with the collective intelligence of the group as a whole. If it's not just putting a bunch of smart people in a group that makes the group smart, what is it? . . . . [T]hree factors . . . were significantly correlated with the collective intelligence of the group. The first was the average social perceptiveness of the group members. We measured social perceptiveness in this case using a test developed essentially to measure autism. It's called the "Reading the Mind and the Eyes Test". It works by letting people look at pictures of other people's eyes and try to guess what emotions those people are feeling. People who are good at that work well in groups. When you have a group with a bunch of people like that, the group as a whole is more intelligent. The second factor we found was the evenness of conversational turn taking. In other words, groups where one person dominated the conversation were, on average, less intelligent than groups where the speaking was more evenly distributed among the different group members. Finally, and most surprisingly to us, we found that the collective intelligence of the group was significantly correlated with the percentage of women in the group. More women were correlated with a more intelligent group. Interestingly, this last result is not just a diversity result. It's not just saying that you need groups with some men and some women. It looks like that it's a more or less linear trend. That is, more women are better all the way up to all women. It is also important to realize that this gender effect is largely statistically mediated by the social perceptiveness effect. In other words, it was known before we did our work that women on average scored higher on this measure of social perceptiveness than men. . . . The most intelligent person is not the one who's best at doing any specific task, but it's the one who's best at picking up new things quickly. That's essentially the definition we used for defining intelligence at the level of groups as well. We said that a group is intelligent if it's able to perform well on a wide range of different tasks. It was actually performance that we were looking at.
When I read Malone's comment about the importance of social perceptiveness, I thought about many of the unproductive groups of which I've been a part. Quite often there are a couple people who dominate the talking, people who lack this perceptiveness. The result is that a lot of the quieter folks, many of them with heads full of ideas, never get a chance to talk. Why is Malone focused on group intelligence?
[W]e want to understand how the world works, and in particular, how the world of groups of people and computers work together. How human societies and human networks work. Second, we want to help businesses, governments and other kinds of organizations know how to work better themselves. How can we create more intelligent organizations, more intelligent businesses, more intelligent governments, more intelligent societies? . . . [W]e are trying to understand how our whole world and society is evolving in a way that I think is making us more collectively intelligent.
Now I suspect that I'm about to over-extend Malone's findings, but I do suspect that the national conversations we have are subject to these principles too. Two things that we sorely lack when "discussing" national issues as a nation are social perceptiveness and turn taking. What we actually have are a few loud-mouthed players, enabled by big money. They run roughshod over most of us, and they use their wealth to hog the national media. When this happens, it doesn't matter that there are lots of smart people in this country, because they aren't getting an opportunity to function as part of a group. As Amy Goodman often says, national conversations should occur at the equivalent of a big table, with all of us having a seat at the table. Throw in the relative lack of women's voices in that conversation, and we are far from that ideal, for the reasons pointed out by Malone.

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