330 A Glossary within a deme, programs are generally similar enough that reasonable syntax-semantics correlation obtains. e Derived Hypergraph: The SMEPH hypergraph obtained via modeling a system in terms of a hypergraph representing its internal states and their relationships....
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information. But in talking with his wartime friends, he realized this kind of low-level intelligence could never address the real need for Israel: to ensure we had early warning if Syria or Lebanon, Jordan or Egypt, were preparing to go to war against us. He began toying with t...
170 9 General Intelligence in the Everyday Human World real-world naive physics need to be? This is a question to which we have no scientific answer at present. Our own working hypothesis is that the analogy does not need to be extremely close, and with this in mind in Chapter 1...
Mind over Computer 33 At first glance, the problem appears to be one of social engineering. Teachers don't want to disappoint, and academic institutions want to improve on last year’s results. The people awarding the grades often have a vested interest in those grades improving....
10.5 How Might the Mind-World Correspondence Principle Be Useful? 181 That is, a little more loosely: the hypothesis is that, for intelligence to occur, there has to be a natural correspondence between the transition-sequences of world-states and the corresponding transition-seq...
185 adversary services, which also had the home court advantage, from stepping in. He also gave adversaries an ample, if not wholly irresistible reason, to enter the game by saying that he had access to NSA’s sources in China. How could they resist such a prize? As confidant a...
References 347 Hut95. E. Hutchins. Cognition in the Wild. MIT Press, 1995. Hut 96. Edwin Hutchins. Cognition in the Wild. MIT Press, 1996. Hut05. Marcus Hutter. Universal Artificial Intelligence: Sequential Decisions based on Algorithmic Prob- ability. Springer, 2005. HZT+ 02....
References 345 Ede93. Gerald Edelman. Neural darwinism: Selection and reentrant signaling in higher brain function. Neuron, 10, 1993. Elm91. J. Elman. Distributed representations, simple recurrent networks, and grammatical structure. Machine Learning, 7:195-226, 1991. EMC12. E...
Glossary of Specialized Terms 333 Hebbian Links: Links recording information about the associative relationship (co- occurrence) between Atoms. These include symmetric and asymmetric HebbianLinks. Heterarchical Network: A network of linked elements in which the semantic relation...
172 9 General Intelligence in the Everyday Human World on the importance of vision processing for humanlike cognition. The key thing an AGI requires to support humanlike “visual intelligence” is an environment containing a sufficiently robust collection of materials that object...
154 Teaching Minds look like a genius. But what actually makes us feel that a scientist’s accurate predictions make him smart is the reasoning behind those predictions, the causal explanation. We can see how intelligence, or the lack of it, is perceived by people and we must be...
xvi Contents 8.7.1 The Puzzle: Why Is It So Hard to Measure Partial Progress Toward Hii lével AGL? ws euses ames €3 8@9mE S@EWS SUES EREMS EOEws dOEAs eos 157 8.7.2 A Possible Answer: Cognitive Synergy is Tricky!...................... 158 8.7.38 Conclusion ......... 000.0 teet...
In the 1980s, Judea Pearl introduced a new approach to artificial intelligence called Bayesian networks. This probability-based model of machine reasoning enabled machines to function—in a complex and uncertain world—as “evidence engines,’ continuously revising their beliefs in l...
198 CHAPTER TWENTY-SIX Through the Looking Glass “There’s definitely a deep state. Trust me, I’ve been there” —Edward Snowden in Moscow While waiting to hear back from Kucherena’s office, I arranged to meet with Victor Ivanovich Cherkashin, who gad been one of the most successf...
PA session because, to do so, would be revealing classified information he had swore to protect. No doubt other intelligence officers find themselves in a similar bind in discussing secret matters. This suggests that there is a risk in accepting statements made by the intelligen...