Algorithms Are Not Enough: Creating General Artificial IntelligenceWhy a new approach is needed in the quest for general artificial intelligence. Since the inception of artificial intelligence, we have been warned about the imminent arrival of computational systems that can replicate human thought processes. Before we know it, computers will become so intelligent that humans will be lucky to kept as pets. And yet, although artificial intelligence has become increasingly sophisticated--with such achievements as driverless cars and humanless chess-playing--computer science has not yet created general artificial intelligence. In Algorithms Are Not Enough, Herbert Roitblat explains how artificial general intelligence may be possible and why a robopocalypse is neither imminent, nor likely. |
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Algorithms Are Not Enough: Creating General Artificial Intelligence Herbert L. Roitblat Limited preview - 2020 |
Algorithms Are Not Enough: Creating General Artificial Intelligence Herbert L. Roitblat No preview available - 2020 |
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ability able achieve actions activity actually algorithm allow amount answer approach argued artificial intelligence better brain called chapter chess choices combinations complex computational intelligence consider context correct create decision depends described designed difficult effective estimate evaluate evidence example expert facts formal function goal hand Herbert Simon heuristics human idea identify important improve input insight kind knowledge language less limited logic look machine learning meaning mechanisms methods moves natural neural networks neurons objects operations optimal output pattern perceptron performance person physical play players position possible potential practice predict probability problem properties question reasoning recognize representation represented require rules similar simulated situations solution solve specific structure success symbol tasks tests theory things thought tion Turing understanding