"The question becomes, is it possible to set up a system for learning from history that's not simply programmed to avoid the most recent mistake in a very simple, mechanistic fashion? Is it possible to set up a system for learning from history that actually learns in our sophisticated way that manages to bring down both false positive and false negatives to some degree? That's a big question mark.
Nobody has really systematically addressed that question until IARPA, the Intelligence Advanced Research Projects Agency, sponsored this particular project, which is very, very ambitious in scale. It's an attempt to address the question of whether you can push political forecasting closer to what philosophers might call an optimal forecasting frontier. That an optimal forecasting frontier is a frontier along which you just can't get any better."
Make it easy, make it personal, make it salient. It's not rocket science, it's somewhere between common sense and psychology 101, and that goes a long way.
"The issue is that when you look at the world from these sorts of institutional lenses, identifying problems becomes relatively easy. Solving them becomes very hard. It's no mystery how you get economic growth. You need to provide opportunities and incentives. But how do you make that political equilibrium? How do you make it so that everybody in society actually agrees and abides by a system that provides those incentives and opportunities even if it's not in their short-term interests? Those are the real challenges and that's exactly the sorts of issues we're seeing in Europe, it's the sorts of issues we're seeing in the United States, it's the sorts of issues we're seeing in Turkey."
"Part of my program of research is to convince people that they should stop distinguishing cultural and biological evolution as separate in that way. We want to think of it all as biological evolution."
"We have always had this tension of understanding the world, at small spatial scales or individual scales, and large macro scales. In the past when we looked at macro scales, at least when it comes to many social phenomena, we aggregated everything. Our idea of macro is, by an accident of history, a synonym of aggregate, a mass in which everything is added up and in which individuality is lost. What data at high spatial resolution, temporal resolution and typological resolution is allowing us to do, is to see the big picture without losing the individuality inside it."
"These three things—a biological hurricane, computational social science, and the rediscovery of experimentation—are going to change the social sciences in the 21st century. With that change will come, in my judgment, a variety of discoveries and opportunities that offer tremendous prospect for improving the human condition.
It's one thing to say that the way in which we study our object of inquiry, namely humans, is undergoing profound change, as I think it is. The social sciences are indeed changing. But the next question is: is the object of inquiry also undergoing profound change? It's not just how we study it that's changing, which it is. The question is: is the thing itself, our humanity, also changing?"
"A tiny number of ideas can go a long way, as we've seen. And the Internet makes that more and more likely. What's happening is that we might, in fact, be at a time in our history where we're being domesticated by these great big societal things, such as Facebook and the Internet. We're being domesticated by them, because fewer and fewer and fewer of us have to be innovators to get by. And so, in the cold calculus of evolution by natural selection, at no greater time in history than ever before, copiers are probably doing better than innovators. Because innovation is extraordinarily hard. My worry is that we could be moving in that direction, towards becoming more and more sort of docile copiers."
"Here we are in my studio. What I am working on at the moment is a rough mix for a piece of music for a totem pole. Usually one is asked to do music for films but this is for a totem pole. I call this piece of music Jennifer Financial Talk 3 and in fact it's a soundtrack for the project Jennifer is working on which is called a "Shame Totem", and we don't yet know exactly what form this shame totem will be presented in which gives me a few problems as a composer because obviously I would compose differently for different scenarios." —Brian Eno
Throughout the 19th century, native tribes that spanned the north coast of North America erected shame totem poles to signal to the community that certain individuals or groups had transgressed. This art is resurrected with a modernized, garish, digitally rendered 3-D shame pole to represent the most shameful corporations—chosen with the assistance of 500 people based in the U.S. who surveyed about the corporations that have most negatively affected society. —Jennifer Jacquet
"Up until 10,000 years ago there were no permanent settlements and all human groups lived by hunting and gathering. Then agriculture was discovered and everything changed. Now a small number of people could supply food for the rest and the first cities arose. Every since that time there has been a steady movement of people out of our original arcadia and into cities, such that now over half the world lives in them. But why given that cities have historically been targets of attack and places of crime and where diseases fester and spread? The answer is that cities have acted as gardens of our prosperity, creativity and innovations and their continued existence is vital to fitting the projected 9 billion people onto this planet. Surprisingly, they are the new 'green centres' of the world."
"My topic is the shift from 'architect' to 'gardener', where 'architect' stands for 'someone who carries a full picture of the work before it is made', to 'gardener' standing for 'someone who plants seeds and waits to see exactly what will come up'. I will argue that today's composer are more frequently 'gardeners' than 'architects' and, further, that the 'composer as architect' metaphor was a transitory historical blip."