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Artificial Intelligence: 10 Things To Know
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yalanand
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yalanand,
User Rank: Ninja
11/30/2015 | 12:00:54 PM
Re: Cognitive computing, a promising branch of AI
@SunitT0: I like that idea, how Cognitive Computing will help your car AI to learn more about you. 
Chrmngblly
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Chrmngblly,
User Rank: Apprentice
11/30/2015 | 11:21:56 AM
Re: Cognitive computing, a promising branch of AI
Interesting post. I get that you have a book out. I urge you to curb repetition of the same characterizations over and over for no apparent reason, i.e. "snoutless apes." I have been in computers since memory was magnetic doughnuts and seen the internet arrive and thrive. I share your appreciation for the life of its own it now seems to have. What I fear most is malice, avarice and incompetence, not necessarily in that order. Where do you see danger? I wish I was 20 again or 15. I would love to see this new world come to pass and swim in this sea, too. I am optimistic for those humans who can, but I fear for those who can't. There is a terrible unfairness in store for those non-eggheads among us.
nasimson
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nasimson,
User Rank: Ninja
11/25/2015 | 8:19:21 AM
Teaching. How?
Excellent blog! Very good use cases of AI in every day life. However I don't understand how AI helps in teaching. The superstar teachers as illustrated in blog are not using AI anyways.
SunitaT0
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SunitaT0,
User Rank: Ninja
11/25/2015 | 12:02:57 AM
Re: Cognitive computing, a promising branch of AI
Cognitive computing will be even more necessary now with Self Driving Cars on the road. Also it can be used with IOT to find out user browsing patterns and display content specific ads, without the vulnerability of cookies.
PeterK609
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PeterK609,
User Rank: Apprentice
11/24/2015 | 11:19:36 PM
Re: Cognitive computing, a promising branch of AI
What Andrew Moore seems not to appreciate is that the human mind, too is actually just a really, really, really, really, really... fancy computer. Programmed with a set of algorithms (instincts and emotions)that, by selection, have emerged to optimize behaviors within our niche.

However, he is nearer to the mark regarding systems that can survive without humans in the loop. And one such is soon to revolutionize the world as we know it.

Despite, or perhaps because of, being a specialist in this field, Moore, like most others of his ilk, remains blithely unaware of the evolutionary processes of which we snoutless apes and machines are both part.

In actuality, the real next cognitive entity quietly self assembles in the background, mostly unrecognized for what it is. And, contrary to our usual conceits, is not stoppable or directly within our control.

We are very prone to anthropocentric distortions of objective reality. This is perhaps not surprising, for to instead adopt the evidence based viewpoint now afforded by "big science" and "big history" takes us way outside our perceptive comfort zone.

The fact is that the evolution of the Internet is actually an autonomous process. The difficulty in convincing people of this "inconvenient truth" seems to stem partly from our natural anthropocentric mind-sets and also the traditional illusion that in some way we are in control of, and distinct from, nature. Contemplation of the observed realities tend to be relegated to the emotional "too hard" bin.

This evolution is not driven by any individual software company or team of researchers, but rather by the sum of many human requirements, whims and desires to which the current technologies react. Among the more significant motivators are such things as commerce, gaming, social interactions, education and sexual titillation.

Virtually all interests are catered for and, in toto provide the impetus for the continued evolution of the Internet. Netty is still in her larval stage, but we "workers" scurry round mindlessly engaged in her nurture.

By relinquishing our usual parochial approach to this issue in favor of the overall evolutionary "big picture" provided by many fields of science, the emergence of a new predominant cognitive entity (from the Internet, rather than individual machines) is seen to be not only feasible but inevitable.

The separate issue of whether it well be malignant, neutral or benign towards we snoutless apes is less certain, and this particular aspect I have explored elsewhere.

Stephen Hawking, for instance, is reported to have remarked "Whereas the short-term impact of AI depends on who controls it, the long-term impact depends on whether it can be controlled at all,"

Such statements reflect the narrow-minded approach that is so common-place among those who make public comment on this issue. In reality, as much as it may offend our human conceits, the march of technology and its latest spearhead, the Internet is, and always has been, an autonomous process over which we have very little real control.

Seemingly unrelated disciplines such as geology, biology and "big history" actually have much to tell us about the machinery of nature (of which technology is necessarily a part) and the kind of outcome that is to be expected from the evolution of the Internet.

This much broader "systems analysis" approach, freed from the anthropocentric notions usually promoted by the cult of the "Singularity", provides a more objective vision that is consistent with the pattern of autonomous evolution of technology that is so evident today.

Very real evidence indicates the rather imminent implementation of the next, (non-biological) phase of the on-going evolutionary "life" process from what we at present call the Internet. It is effectively evolving by a process of self-assembly.

The "Internet of Things" is proceeding apace and pervading all aspects of our lives. We are increasingly, in a sense, "enslaved" by our PCs, mobile phones, their apps and many other trappings of the increasingly cloudy net. We are already largely dependent upon it for our commerce and industry and there is no turning back. What we perceive as a tool is well on its way to becoming an agent.

There are at present more than 3 billion Internet users. There are an estimated 10 to 80 billion neurons in the human brain. On this basis for approximation the Internet is even now only one order of magnitude below the human brain and its growth is exponential.

That is a simplification, of course. For example: Not all users have their own computer. So perhaps we could reduce that, say, tenfold. The number of switching units, transistors, if you wish, contained by all the computers connecting to the Internet and which are more analogous to individual neurons is many orders of magnitude greater than 3 Billion. Then again, this is compensated for to some extent by the fact that neurons do not appear to be binary switching devices but instead can adopt multiple states.

We see that we must take seriously the possibility that even the present Internet may well be comparable to a human brain in at least raw processing power. And, of course, the all-important degree of interconnection and cross-linking of networks and supply of sensory inputs is also growing exponentially.

We are witnessing the emergence of a new and predominant cognitive entity that is a logical consequence of the evolutionary continuum that can be traced back at least as far as the formation of the chemical elements in stars.

This is the main theme of my latest book "The Intricacy Generator: Pushing Chemistry and Geometry Uphill" which is now available as a 336 page illustrated paperback from Amazon, etc.

Netty, as you may have guessed by now, is the name I choose to identify this emergent non-biological cognitive entity. In the event that we can subdue our natural tendencies to belligerence and form a symbiotic relationship with this new phase of the "life" process then we have the possibility of a bright future.

If we don't become aware of these realities and mend our ways, however, then we snout-less apes could indeed be relegated to the historical rubbish bin within a few decades. After all , our infrastructures are becoming increasingly Internet dependent and Netty will only need to "pull the plug" to effect pest eradication.

So it is to our advantage to try to effect the inclusion of desirable human behaviors in Netty's psyche. In practice that equates to our species firstly becoming aware of our true place in nature's machinery and, secondly, making a determined effort to "straighten up and fly right"
Charlie Babcock
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Charlie Babcock,
User Rank: Author
11/24/2015 | 7:07:22 PM
Cognitive computing, a promising branch of AI
The part of AI that's most interesting to me is cognitive computing, where we try to get away from the calculator's linear approach to all problems and work with many and at times contradictory inputs simultaneously to determine the context of the problem. 


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