November 21, 2011 Topic: The quixotic search for energy solutions Another Don Quixote Thanksgiving. Every year at Thanksgiving 1 , we look in-depth at an issue that affects markets and portfolios. Last year, we examined the unraveling situation in Europe. Unfortunately, most con...
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…they remain inaccessible in the systems we use daily. But lately there has been an interesting comeback of visuality in machine learning. The ways that the deep-learning algorithms of AI are processing data have been made visible through applications like Google’s DeepDream, in w...
…essorships at Yale, Michigan and the University of California, Berkeley. In 1967, Negroponte founded MIT’s Architecture Machine Group, a combination lab and think tank which studied new approaches to human-computer interaction. In 1985, Negroponte created the MIT Media Lab with J...
68 4 Brief Survey of Cognitive Architectures Hierarchical control system | sensor | | actuator | sensor actuator sensations] actions sensations actions y ¥ Controlled system, controlled process, or environment \ ' | Fig. 4.5: A standard, general-purpose hierarchical control...
66 4 Brief Survey of Cognitive Architectures seem remotely capable of giving rise to such phenomena. It seems to us that the creation o a successful emergentist AGI will have to wait for either a detailed understanding of how the brain gives rise to abstract thought, or a much m...
nonhuman phenomena. In this way, anthropomorphic language incorporates human society in a web of ethical obligations that connect to the natural environment and, by imaginative extension, to the universe as a whole. Although the drive toward social connection is a general human t...
Endnotes: Chapter 3 Recommended books: Baron-Cohen, S. (2011). The Science of Evil. New York: Basic Books. Hamburg, D. (2008). Preventing Genocide. Denver: Paradigm Publishers. Johnson, D. P. (2004). Overconfidence and war. Cambridge, Harvard University Press. Kelman, H.C.,...
…n Mathematical Society described both the theoretical basis of computing, and the design of a general-purpose computing machine: the forerunner of all modern computers. At the time, only a handful people in the world could assess Turing’s paper. One of them, Alonzo Church, was b...
…e algorithms at their heart. So when our computers generate a result, we feel that we intellectually grasp it. The new machine-learning programs are different. Having recognized patterns via deep neural networks, they come up with conclusions, and we have no idea exactly how. Wh...
…s the iron-eating bactertum Thiobacillus ferrooxidans 1s thrilled. Who’s to say the bacterium is wrong? The fact that a machine has been given a fixed objective by humans doesn’t mean that it will automatically recognize the importance to humans of things that aren’t part of the...
…ened if the Germans and Japanese had won the war: A society that tries to function as a brutal and ruthlessly efficient machine, eliminating all social and evolutionary slack. It is very dark, but not a flat caricature of pointless evil for its own sake. Heinlein's late book "Sta...
…eks? The leap from deciding liver allocations to shutting down liquor plants might seem pretty short to a rationalizing machine. And if such a machine could really “think”, Vinge bet it would pretty quickly conclude that the restraints of its creators were limiting what it had be...
…ened if the Germans and Japanese had won the war: A society that tries to function as a brutal and ruthlessly efficient machine, eliminating all social and evolutionary slack. It is very dark, but not a flat caricature of pointless evil for its own sake. Heinlein's late book "Sta...
terrifying Golden Rules of Computer Security.“Rule One: Don’t Own A Computer.” The machine that Morris Jr. created was madeentirely of software. It took the form ofa compact, simply designed computer program he’d written and designed to spread quickly and easily on the young syst...
…n the fall of 1988, at about the same moment that Danny Hillis and his team were busy peddling their amazing Connection Machine - and trying to smash every world computing speed record they could find - another device appeared in the world of massively parallel super computers. I...