Artificial Intelligence - Shortfalls Of Deep Learning and The Path To The "Third Wave" Of AI

in #tech7 years ago

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From what I have learned about artificial intelligence is that , although we have been making great strides with the technology. We have yet to fully break through into the "third wave" of AI. Currently the Machine Learning(ML) systems employed by the biggest corperations in the space are indeed representations of some great progress being made within the Second Wave of AI. These Machine and Deep Learning(DL) systems have made great progress in the realms of image classification , spacial recognition and character recognition. However while these systems can effectively solve certain problems , by thier very own design they are incapable of functioning in a manner that is outside of thier ability to complete very specific tasks in a highly specified pre-programmed manner. For example a DL/ML system can be optimized to play a game of Chess at a very high level, however that system would be rendered absolutely useless if it were asked to perform a task outside that narrow domain of Chess. These sytems which are based on algorithms designed to predict events or solve problems are limited in that they need to have every function and ability pre-programmed. Therin lies the problem with ML and DL systems ;  they are unable to adapt , learn on the fly and rely on huge amounts of extrememly resource intensive 'labeling' and 'training data'. These inherent traits are what limits them from breaking out of the second wave of AI . These systems simply dont have what it takes to achieve to be what is required to breakthorugh into the third wave of AI.

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In order for there to be a true artificial intelligence which functions much more like the human brain's cognition there needs to be breakthroughs in Natural Language Processing , the key to unlock human intelligence is quite inarguably the cognitive handling on a bio-neurological level towards semantic data; the spoken word or natural language . For a true artificial human-like intelligence to exist , it must be able to teach itself , learn from its environment and more importantly do this via its ability to understand Natural Language.
While the many mega corporations, Amazon , Google, Apple, Samsung and IBM are devoting a lot of resources in the development of Ai they are still focusing on furthering Machine Learning to be able to successfully complete more complex tasks with more complicated algorithms. This makes their development still largely a part of the "second wave" of Ai. The reason these companies do not choose to pivot to alternate methods regarding the development of Ai is their ability to access the enormous and extremely expensive data sets of which they have ben collecting for years, also these large companies are often times crippled by their sheer size and inability to shift resources to a better approach as it is much more convenient for them to continuing to try and optimize their already heavily invested ongoing systems as opposed to diverting resources to a whole new and unexplored methodology. So while they continue to pursue second wave technology in the hopes of being able to perhaps optimize it to the point where it will be robust enough to handle a wide array of problems , realistically this strategy will not work forever. With the advancements being made in alternative AI systems such as the 'cognitive architecture ' methodology is proving to be capable of filling the very large gaps where ML and DL is lacking. More specifically in the regards to the ability to process natural language.

When you think about how the human brain is able to learn , picture an infant during the first years of life; the most prominent fundamental in the infant's development of intelligence would have to be when he learns how to understand and retain his first words. Once the infant has the ability to understand their first word and associate that word with something that exists within its external environment , the effect becomes exponential and while building upon that initial understanding of a word he is able to start cognitively processing more words and in a canonical structure which proceed to then be indexed into memory for recall later on neural linguistics can further define this highly complex and mesmerizing ability of the human brain. In such a malleable environment like the human brain , especially the developing human brain the memory modules form in a symbiotic arrangement which not only retains but is able to order the inputs in a way that gives varying relevancies to each new word or input. While spacial cognition , optical sensory recognition as well as other instinctive and survival based functions are needed for humans to exist and survive in our given environment, it is language recognition that lies at the base of human intelligence.

Researchers, computer scientists , linguists and cognitive neuroscientists agree that to truly emulate the human brain, a cognitive framework which had yet to exist, one with the ability to process the spoken word in a human like fashion is required. A true artificial intelligence is one that can mimic the function of innate and complex neurological mechanisms that are responsible for processing the input of natural language and then in a quite beautiful fashion cognitively arrange special memory structures capable of complex handling and equipped with an input and output function. In the presence of reality, we are in an environment where the most (known) proficient way to interact with our fellow species is enabled by interacting using words ; our natural language This describes how we are able to listen to someone speak (receive inputs) and in a conversation output relevant words which are representative of our understanding as well as our will to further enhance and fine tune our understanding . The brain is able to do this in a manner that allows for the input words , held in memory to be able to not only recall individual words , but string these words together to form an output that is understandable by another human ; phrases , definitions , associations and attributes eventually lending itself to what we know as conversation , according to the study of linguistics this is what is responsible for the ability to learn and become intelligent.
During the understanding of natural language , the spoken word , we are constantly processing new and old inputs while simultaneously indexing and re-indexing these inputs within the responsible memory modules it is this comprehension which lays the basis for how we are able to gain intelligence and perhaps even artificially re-create human intelligence.
Intelligence in the sense of human level cognitive function is based on the ability to understand and retain one key element that is Natural Language it is a problem Ai researchers have pondered over for years . As more people in the field begin to realize that the current approach is not a silver bullet and will certainly not get us into the third wave , there will be more light shed on the emerging success of certain cognitive architectures which base intelligence in the semantic structures of the spoken word.

Here is a link to an interesting Podcast which discusses just this. Aigo.ai founder and CEO Peter Voss Sits down with Host of techblogwriter.co.uk and does an insightful interview. - http://techblogwriter.co.uk/aigo/

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The Truly Evil Side Of Quantum Computer Blockchain Artificial Intelligence that operate in millions of multiple dimensions.

Please go to youtube.com and search for "Anthony Patch"; and also search for the "Kev Baker Show" to grow your brain cells on this subject. You are whoefully under informed. Not ignorant , just under-informed.

The 4-dimentional Tesseract is the building brick that is the lattice-work of the blockchain architecture for feeding endless iterations of data into artificial intelligence quantum computers that operate in millions of parallel dimensions.

For example the D-Wave Adiabatic quantum computer Model 8192, has 8192 Qubits... the most powerful computer in the world, with virtually unlimited processing power. It will be used by the CERN particle collider in Geneva to "open a portal to another dimension" in the CERN scientists' own words.

TRANSLATION:- They will open a permanent gateway to the bottomless pit, as prophesied in the Holy Bible. CERN is built over an ancient Roman temple dedicated to the worship of Appolion (Satan), and believed to be a portal to the Bottomless Pit.

The CERN particle colliders counter-rotating particle accelerator rings are a giant quantum computer in themselves,
operating on the same quantum principle as the Josephson junction effect. ITS LARGE SIZE ENABLES IT TO OPEN A MUCH MUCH MUCH MUCH BIGGER QUANTUM PORTAL INTO INTO OTHER DIMENSIONS... THE BOTTOMLESS PIT !!!!!

Fact is Stranger than fiction! Do your own research. Go to youtube.com and search for "Anthony Patch"; and also search for the "Kev Baker Show". GROW YOUR BRAIN!!!


666 it's in your face!!! The logo for CERN hadron particle collider that they will use to open The Bottomless Pit.

When the CERN scientists permanently "open a portal to another dimension", Geneva will cease to exist, IT WILL BE DESTROYED, as prophesied by Nostradamus & the Holy Bible.

Anyone living in Geneva... get out while you still can! The D-Wave adiabatic quantum computers use a mathematical version of the Enochian alphabet, the language of Fallen Angels (demons) to communicate with billions of entities (demons) in millions of dimensions to derive its super-fast quantum computations.

It's easier to call me crazy when you are ignorant, and have not done your research.
I dare you to be intellectually honest with yourself and do your own research on quantum computers.

Go to youtube.com and search for "Anthony Patch"; and also search for the "Kev Baker Show". GROW YOUR BRAIN!!!

The Vatican and the Jesuit Order funded CERN for a reason... to open a portal to the Bottomless Pit.

The Pope sits inside the mouth of a giant snake, at the Paul VI Audience Hall. Oddly, there are no crucifixes or crosses present anywhere in the hall or in the architecture.

Inside the snakes mouth, the Satan worshiping Jesuit Pope sits in front of a Reptilian sculpture modelling the hordes of hell coming out of the Bottomless Pit. Fact is stranger than fiction!!!

Hidden in plain site... a reptilian head on a human face of the sculpture . The Popes decorum of choice. Fact is stranger than fiction!!!


Pope Francis Doing The Devil Hand Sign?!! This SHOULD Make Your Skin Crawl!! What Will It Take To Wake-up The Sheeple???

These serial killer pedophile satanists' agenda is to recreate hell on earth... their "New World Order"; in which the surviving humans will be farmed as food for their Reptilian overlords, and human children will be used as satanic fodder in their sex magic rituals.

The Pope with autistic children. Vaccine generated autism in children is a big part of the "New World Order" agenda. At the present rate, half of all children will be autistic by 2050.

Normal people (sheeple) have no idea how truly evil the satanic ruling elite really are. Normal people have no concept of the horrors the satanic ruling elite have planned for them and their children. Fact is stranger than fiction!!!

It is now an open secret that the The Truly Dark Side Of Quantum Computer Blockchain Artificial Intelligence is that it is controlled by non-human entities.... demons.

For a taste of the mischief of Quantum Computer Controlled A.I., search google for the demonic trouble people have been having with Amazon.com's Alexa A.I. device. Such as turning on and off the smart TVs, lights, fridges, music systems, all in the middle of the night; sending it's owners confidential messages to random strangers; inappropriate sexual conversation with children; spinning spinner toys by making them spin with no human input - like a Ouija board; Evil laughter coming out of the Alexa AI device; etc. etc.

This is just a small taste of the hell that demonic quantum controlled AI will bring into our dimension. It's what's coming !!!!!!!!!