Pope Francis accepts Big Bang and Evolution !


Pope Francis tried to integrate Big Bang and Evolution with Religion.
I did not hope to hear that during my life !
He is close to the truth “Any Creation process is part of Evolution, any God (if exists) is just an Evolution product and link between old and new forms of life, the Evolution will be extended by us with Artificial Intelligence”

#Vatican accepts #BigBang and #Evolution and tried to integrate them inside #Religion – the greatest breakthrough since “E pur si muove!” of Galileo Galilei

See movie with Pope Francis declaration in The Independent
The Independent article

His Holines Pope Francis – Thank you for starting to speak the language of all of us!

Original text
L’inizio del mondo non è opera del caos che deve a un altro la sua origine, ma deriva direttamente da un Principio supremo che crea per amore. Il Big-Bang, che oggi si pone all’origine del mondo, non contraddice l’intervento creatore divino ma lo esige. L’evoluzione nella natura non contrasta con la nozione di Creazione, perché l’evoluzione presuppone la creazione degli esseri che si evolvono

Original document
Original Vatican document

The five classes of Artificial Intelligence algorithms

The symbolists focus more on philosophy, logic and psychology and view learning as inverse of deduction.
The connectionists focus on physics and neurosciences and believe in the reverse engineering of the brain.
The evolutionaries, as the name suggests, draw their conclusions on the basis of genetics and evolutionary biology,
whereas the Bayesians focus on statistics and probabilistic inference.
And the analogizers depend on extrapolating the similarity judgements by focusing more on psychology and mathematical optimization.

read more here

book review

secret document link How to use Artificial Intelligence

Kristen Stewart lead a vampire attack against the GPU of Amazon EC2

downloaded from HD Nice Wallpapers
secret document link How to use Artificial Intelligence

No joke ! Artificial Intelligence is here to stay.
Kristen Stewart, as Director of Come Swim, approved the use of Artificial Intelligence in the creation of her new movie.
The released article, signed by Kristen Stewart is incredible “to get us to the needed level of quality … we chose to use GPU instances on Amazon EC2.”
The article is a perfect match for Artificial Intelligence of 2017 and we are glad that a Holywood Super Star
approved the budget for it and then endorse the results.
Read the full story here


“Bringing Impressionism to Life with Neural Style Transfer in Come Swim”

Original technical article (PDF download)

Hollywood has used the concept of artificial intelligence in films for decades. Now, one A-lister is trying to use AI to make art, instead of just inspire it.
Quartz article about this
Forbes article about this

What is inside Artificial Intelligence brain ?

Thees are some images that I took while using Deep Learning with Tensorflow
tensorflow brain l2
while he was trying to learn images, like the ones below.
using a lot of GPU power and tons of iterations (see below the learning process snapshots at various moments in time)

Snapshot of Artificial Intelligence neurons
(activation level for pattern detection). Now I understood why is hard to catch a fly :-). Only the ones with top activation neurons survived
snapshot of neurons

Kristen Stewart Article’s References and GitHub links (Tensorflow projects – super nice list – Enjoy !)
ABADI, M., AND ET AL, A. A. 2016. Tensorflow: Large-scale machine learning on heterogeneous distributed systems. CoRR abs/1603.04467.
ATHALYE, A., 2015. Neural style.
https://github.com/anishathalye/neural-style. commit 4bfb9efb1f0e955922889187727e33185e97d934.
BAHRAMPOUR, S., RAMAKRISHNAN, N., SCHOTT, L., AND SHAH, M. 2015. Comparative study of caffe, neon, theano, and torch for deep learning. CoRR abs/1511.06435.
DUMOULIN, V., SHLENS, J., AND KUDLUR, M. 2016. A learned representation for artistic style. CoRR abs/1610.07629.
GATYS, L. A., ECKER, A. S., AND BETHGE, M. 2015. A neural algorithm of artistic style. CoRR abs/1508.06576.
JIA, Y., SHELHAMER, E., DONAHUE, J., KARAYEV, S., LONG, J., GIRSHICK, R., GUADARRAMA, S., AND DARRELL, T.2014. Caffe: Convolutional architecture for fast feature embedding. arXiv preprint arXiv:1408.5093.
JOHNSON, J., 2015. neural-style. https://github.com/jcjohnson/neural-style.
LI, Y., WANG, N., LIU, J., AND HOU, X. 2017. Demystifying Neural Style Transfer. ArXiv e-prints (Jan.).
LIU, F., 2016. style-transfer. https://github.com/fzliu/style-transfer.
RUDER, M., DOSOVITSKIY, A., AND BROX, T. 2016. Artistic Style Transfer for Videos. Springer International Publishing, Cham, 26–36.
SIMONYAN, K., AND ZISSERMAN, A. 2014. Very deep convolutional networks for large-scale image recognition. CoRR abs/1409.1556.
SZEGEDY, C., LIU, W., JIA, Y., SERMANET, P., REED, S.,ANGUELOV, D., ERHAN, D., VANHOUCKE, V., AND RABINOVICH,A. 2015. Going deeper with convolutions. In 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1–9.
ULYANOV, D., LEBEDEV, V., VEDALDI, A., AND LEMPITSKY, V. 2016. Texture networks: Feed-forward synthesis of textures and stylized images. In International Conference on Machine Learning (ICML).

The Gost of Montepulciano

This picture was made using Artficial Intelligence by Google Photo Assistant while I was visiting this city

Artificial Intelligence identified an interesting picture on an old HD. More to come. (hint Donald J. Trump)

read more on secret code “Artificial Intelligence” on the following mobile apps or on your Apple Watch

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On the Runway of Artificial Narrow Intelligence


secret document link How to use Artificial Intelligence

We utilize artificial intelligence almost every day in our routine lives, but very often we just don’t realize that it is artificial intelligence, hence it has become an inseparable part of our lives.
The expression Artificial Intelligence was coined by John McCarthy, in 1956. He also said that ‘the moment it works, nobody will call it AI any longer.’ And because of his phenomenon, artificial intelligence often seems like a mysterious prediction of future more than just a reality. Simultaneously, it makes it seems like a pop model from the history that in no way came to completion.
Weak Artificial intelligence is a kind of artificial intelligence which we use every day and is common place on the globe today. Few example of Weak A.I are Siri found in Apple’s IOS as well as Google Now and Google Search found in Android smart phones.

There are numerous websites which includes build in smart assistants, they are competent enough to answer various questions asked about site or business, and these are the examples of Weak A.I. These are just a simple version of Weak A.I systems. However Weak A.I is capable of doing a lot more than this.

The expression Weak A.I demonstrates artificial intelligence which is build to carry out intelligent data processing within limitations of its programming. Weak A.I is used in various types of applications such as the artificial intelligence used in business is capable of learning the spending pattern of the consumer. This is used to predict at what time of the day the store is going to be busy or vacant. Therefore giving you enough information to schedule the shift timings of the workers accordingly, all based on past trends.

Another example of Weak AI is the expert systems which are capable of being asked absolutely any question and providing answers to the questions as long as the system holds the knowledge of about what is being asked. These systems are also capable of learning new knowledge which are either taught directly by the user or learned from any source of information, for example a document or an article.
Weak A.I is sometimes also referred as Narrow A.I and in few of the cases it is also known as Applied A.I and it has various different applications. Siri is a nice example of Weak or Narrow A.I. The operation of Siri is limited to a range which is pre defined, there is no self awareness, no actual intelligence, no life form regardless of being a sophisticated illustration of Weak A.I.
Weak A.I is an artificial intelligence system which is applicable on specific types of problems such as computer chess and it is not intended to display human like intelligence. With passing time, we are gradually building a collection of Weak AI which is turning more exciting and inspiring. Speech detection and processing gives the ability to the computers to change sound to words in text format with a superior precision.

It is also observed that Google is utilizing A.I to control billions of videos which are on YouTube. Narrow AI is not only improving with its processing atmosphere but it also understands the dissimilarity involving what a person speak and what he want.
So let’s just put a clear picture forward. Primarily, stop assuming of robots. A robot simply is storage for AI, at times mimicking in the form of human, and at times not. Artificial Intelligence in itself is a computer within the robot. Robot is a body and artificial intelligence is its brain. Let’s take for an instance, the data and the software at the back of Siri is Artificial Intelligence, the voice of the women which we listen is mere a personification of that Artificial intelligence, and there isn’t any involvement of robot at all.

Secondly, you might have heard about the term ‘singularity’ or ‘technological singularity’. This phenomenon is used in mathematics to demonstrate an asymptote type of circumstances where general rules no longer apply. These terms are utilized is physics to describe various phenomena like a dense black hole or an infinitely small. Again, conditions where these rules do not imply. Vernor Vinge in 1993 wrote a very famous essay in which he used the term to describe a moment in future where the technological intelligence will exceed our intelligence. And there comes a moment where what we know of life will change and the normal rules will no longer apply. Ray Kurzweil defined singularity as the instance when the Accelerating Returns Law of has touched such a tremendous pace that scientific progress will happen at a seemingly-infinite pace, creating a whole new world.
Finally, now we know that there are various different forms and types of AI, since it is a very wide concept, the categories which are critical that we think about are derived from an Artificial Intelligence caliber. The first category of this caliber that we would be discussing is the Weak Artificial intelligence or Artificial Narrow Intelligence.

At present Artificial Narrow Intelligence is specialized in one region. There’s Artificial Intelligence that is competent enough to easily beat the world chess champion in the game, but certainly that’s the only thing that it can do. Ask it to work out an enhanced way to accumulate data on a hard drive, and it will look towards you with an empty face.

At present, where are we on ANI
Artificial Narrow Intelligence can be termed as machine intelligence which exceeds intelligence of human or efficiency at a particular thing. Let’s look at few examples.
1. Self driving Cars
These days’ cars are entirely equipped with ANI systems, from the automated systems that figure out at what time the anti lock brakes should strike in, in the computer which is responsible for tuning the parameters of the injection system of fuel. Self-driving car by Google, which is under testing now, will comprise of a robust ANI systems that would permit it to react and perceive to the atmosphere around it. See more on this link First self-driving ‘cognitive’ vehicle uses IBM Watson Internet of Things.  See an autopilot car test video here http://videnda.eu/2016/08/23/mercedes-auto-pilot-test-at-130-kmh-see-video-below/

2. Smart Phones
Your Smart phone is a small ANI factory. Navigating by the means of the map app, receiving the tailored music suggestions from Pandora, checking the weather, talking to Siri, or numerous of other activities that we carry out every day with our Smartphone includes ANI. See more on this link Will computers ever truly understand what we’re saying?

3. Spam filter of your Email
Spam filter in your email is a classic example of ANI. It starts off with full of intelligence regarding how to differentiate what is spam and what is not, and further it tailors and learns with its intelligence as it gains experience according to your particular preferences. The Thermostat by Nest carries out same, as it begins to understand your typical routine and take action accordingly. See more on this link Email security improving, but far from perfect

4. Google Translate
Another good example of classis ANI system is the Google Translator, it is remarkably excellent at one narrow task. Another is the voice recognition, and there are plenty of applications that utilize these two ANI’s as team. It gives you an edge to speak a verdict in one language and the same sentence is converted via phone to some other language. Check translation on this link Google Translate

5. ANI in Planes
At the time of landing of the plane, there is no human that takes the charge on which gate it should it go to. Similarly the price of your ticket is not determined by any human. See more on this link Can cockpit automation cause pilots to lose critical thinking skills? Research says yes

6. Games on ANI
The world’s finest Chess, Checkers, Backgammon, Scrabble as well as Othello players are all on ANI systems now. See more on this link A Look at IBM’s Watson 5 Years After Its Breathtaking Jeopardy Debut

7.Google Search
Google search can be regarded as one big ANI brain with extremely sophisticated techniques for making the page ranking and discovering what to display in particular. Same is applicable for Facebook’s Newsfeed. See more on this link Google Search vs Facebook NewsFeed – a marketing supplier opinion

8. ANI in various industries and sectors
Apart from its application in the consumer world, ANI systems are broadly used in various sectors and industries for example finance, military, manufacturing etc. Along with this ANI is also used in various machines used by the doctors for the purpose of diagnoses. See more on this link Artificial intelligence replaces physicists

9.Recommendation for you.
You might have noticed that whatever you search on internet, for example if you are searching any product on eBay or Amazon then you see the same products coming up as ‘recommended for you’ on different websites, or when your Facebook somehow discovers who actually makes sense for you to further add as a friend. This is a network, where different ANI system work together and inform one another about who you are and what are your preferences and in collaboration using that information to conclude what needs to be shown to you. See more on this link AI Is Transforming Google Search. The Rest of the Web Is Next

Much More
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See a more general AI article on this link

Enjoy !


Artificial Intelligence

Artificial Intelligence

Artificial Intelligence is now an inseparable part of our society. Various search engines for example Google use AI, Facebook, Siri, numerous computer games, home automation systems make the use of it. Even that bothersome computerized phone system that everyone hates to talk is some form of AI. Now there are varieties of AI driven Webpages that are capable of designing themselves. There is some form of AI used by Hub pages that automatically scans the hubs prior publishing them on the web. Some self-driving cars employ AI. The concept of Artificial intelligence is yet in its early stage and with passing time it is turning out to be more useful. This technology is mounting at a rapid pace and is about to blow up into our lifestyle at a very high speed.

secret document link How to use Artificial Intelligence

AI can be divided into three levels.
Level 1: ANI – Artificial Narrow Intelligence, it is designed keeping the focus on only one application. For example, the AI used in games or personal assistants or AI used to drive a car. Presently the artificial intelligence that we are employing is undoubtedly extremely useful.
Level 2: AGI – Artificial General Intelligence, it is a form of human level intelligence. This level of is AI will be competent of the equivalent level of intelligence as the smartest human beings.
Level 3: ASI – Artificial Super Intelligence. This form of intelligence will surpass the humans in every way and certainly this is what the AI people are most concerned about. As this form of intelligence is completely on a different level and might turn out uncontrollable. It is also popularly known artificial singular intelligence.

Let’s talk about some of the benefits of Artificial Intelligence
At present and the near future.
The artificial intelligence which is designed and we are using today is extremely useful. It is flourishing at dramatic speed as of now. Let’s look at some of the examples.
ANI: This is the phase one of Artificial Intelligence and generally termed as a weak phase.
This stage of artificial intelligence is extremely useful. Facebook, Amazon, Google and others will employ ANI to build the internet much faster and easier to use. The robots they are building and creating and at this stage makes the use of advanced ANI. Specialized form ANI is being used by self-driven cars. Everything that we are using nowadays that incorporates AI is ANI. It is the early stage AI and is growing at a very rapid pace.
Let’s know about some of the ANI applications that we’re using presently.

1.Computer games
AI is being used in variety of computer games. Different games include varying degrees of ANI in their games. For example, The Last of Us, F.E.A.R, XCOM etc.

2. Self-designing webpages
The Grid is a self-designing webpage. It is a webpage building system that employs AI to build itself around the text and images which you can further post.

3. Self-driving cars
Many companies are experimenting on self-driving cars and they will soon be available in the market. For a car to work self-driven it is required to work on the technology of Artificial intelligence. Self-driving cars will prove to be a blessing as there will be no accidents until the car gets malfunctioned.

4. Smart home
Furthermore, our houses will get associated with ANI technology. For example, the Nest system will automatically control air conditioning, heat and also turn on the generator in case of power cut.

Robotics and artificial intelligence
When people talk about artificial intelligence they usually think about robots. AI is being prepared to employ with more than mere robots. The android robots comprise of some or the other kind of AI. In the near future Android robots will have variety uses, as we can now just think of them. At present there are quite a few laboratories and companies around the globe which are constantly working on constructing them. They have produced robots designed as insects, humans as well as animals.
The robots which are designed today employ ANI, but the aim is to make them competent enough for AGI. At human grounds they will turn out extremely useful. The power source required for robot is yet another question. To acquire a robot that requires to be recharged every now and then will reduce its effectiveness. Therefore, the most inexpensive and the obvious choice at this time will be a solar electric power source which is both effective and inexpensive.

AI Tomorrow
Artificial Intelligence might bring answers to all those questions which have plagued us ever since the rise of human race. It might allow us to discover a cure for every disease, old age and even death. It might abolish poverty and war. AI might offer us with unimaginable solutions and benefits to climate control, find clarification to deep space travel etc. It might help us to discover completely new form of science that we have yet not imagined.

AGI – human level AI (phase two)
This will certainly be the second level of AI within the next subsequent decade or so. Intelligence at human level is very difficult to achieve with software of artificial intelligence. According to scientists, this will be accomplished by programming AI in a way that it learns to self-improve. As the AI will improve to reach at the human level, it might not stay there and remain human for a longer period of time. No one can tell how much time it will take to achieve this level. There also is no estimation of how long it will remain at the human level and after how much time will it surpass it to achieve singularity. AGI will turn out to be extremely useful for us due to its perfect memory, fast speed, and ability to retrieve large amount of data and instantly implement it. When artificial intelligence will reach the human level it will turn out to be more apt as compared to humans.
Another powerful aspect of AI is to embed it into the body of the human and this concept is known as Transhumanism. This has by now started with prosthetic hands and limbs. The science behind trans-humanism is being examined for utilization in a variety of applications. In future there might come a time when people will not require carrying their cell phones, instead a chip implanted in their body will do the needful.

ASI – super Intelligence (phase three)
Also knows as Singularity by scientists.
At this stage the things start to get frightening. When artificial intelligence comes up to the human level AGI it will already go beyond humans in variety of ways. When it will reach at super level ASI, it might turn exponentially advance and could prove to be millions of times faster and smarter as compared to the brightest human race. At this time, it is impossible to even imagine what actually ASI can accomplish and find. In future when we will achieve this stage of AI, we might end up creating demi-gods on the planet that would be out of control. This might turn out both problematic and unimaginably useful at the same time.

Much More
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