The next step in AI is to teach machines to think like us

Date:

2017-04-16 19:00:06

Views:

2520

Rating:

1Like 0Dislike

Share:

The next step in AI is to teach machines to think like us Source:

When you think about the "incredible" task, which can handle a computer, the first thing to come to mind of complex computations in a short time or analysis of massive volumes of data — something you will never be able to solve themselves. Or remember the go, the classic strategy game. The latest victory of AI became possible thanks to deep learning, which now opens up all possibilities for AI and the people that stand behind it.

But the simple everyday tasks that in their right mind can make even a child, apparently, undermine the functionality of the AI systems: such things as the definition of food that is on your plate, or identification of emotions on the face of another person. These easy tasks for humans was impossible. Up to this point.

Deep learning Methods gave the machine common sense. In the past programmers have written complex algorithms that were described everything down to the smallest detail. Such explicit and deterministic algorithm is appropriate when your goal is big awkward calculations. Deep learning AI exempt from such restrictions, allows the system to learn from their mistakes, to remember everything she learned to communicate with users for more information.

Revolution deep learning is mostly due to the fact that for learning big data becomes available. Baby human can learn what you need after a few attempts, but the car it will take much more time. Deep learning relies on access to vast amounts of data, because the machines working on the AI should base its choice on the probabilities and statistical significance. Mechanical replacement of intuition not yet invented.

the

of

Advances in deep learning have significantly improved the capabilities of voice search: Google has replaced the Android speech system with a new system based on deep learning, and errors decreased to 25 percent overnight. Camera using deep neural networks can now read aloud and to understand the language. Facebook boasts that its potential in-depth training made the platform accessible to blind users, learning to describe the pictures.

In the coming years as large technology companies and many startups start to use deep learning to create new products and services, as well as for upgrading existing applications. New markets and businesses will grow and drive innovation of services and products. System deep learning will improve and become more affordable and easy to use. The simpler they will use, the more it will change our interaction with technology.

Aditya Singh, partner at Foundation Capital, believes that the development of the operating system, deep learning will lead to the democratization of deep learning and encourage the widespread introduction of practical AI. The result will be that people will be able to solve their immediate problems or something more substantial using deep learning. In this sense, the AI can be a mechanism for egalitarianism, allowing people of any class and status to change the world.

Recommended

Can genes create the perfect diet for you?

Can genes create the perfect diet for you?

Diet on genotype can be a way out for many, but it still has a lot of questions Don't know what to do to lose weight? DNA tests promise to help you with this. They will be able to develop the most individual diet, because for this they will use the m...

How many extraterrestrial civilizations can exist nearby?

How many extraterrestrial civilizations can exist nearby?

If aliens exist, why don't we "hear" them? In the 12th episode of Cosmos, which aired on December 14, 1980, co-author and host Carl Sagan introduced viewers to the same equation of astronomer Frank Drake. Using it, he calculated the potential number ...

Why does the most poisonous plant in the world cause severe pain?

Why does the most poisonous plant in the world cause severe pain?

The pain caused to humans by the Gimpi-gympie plant can drive him crazy Many people consider Australia a very dangerous place full of poisonous creatures. And this is a perfectly correct idea, because this continent literally wants to kill everyone w...

Comments (0)

This article has no comment, be the first!

Add comment

Related News

Chinese surgeons grow girl new face on her breast

Chinese surgeons grow girl new face on her breast

We wrote about how Chinese doctors decided , and then sew it into place. People have waited, I understood, after which the doctors decided to move on to more complex operations. From sepsis 27-year-old girl in childhood is almost ...

NASA: Enceladus has all the conditions for the origin of life

NASA: Enceladus has all the conditions for the origin of life

Scientists at NASA reported the discovery of new evidence on the icy moon of Saturn, Enceladus conditions to sustain life. In escaping into space from the moon's surface geysers researchers have discovered a molecule of hydrogen. ...

Astronomers photographed a black hole. Possible

Astronomers photographed a black hole. Possible

This is not a photo of a black hole. This is artistic representation the Project to create a virtual planetary telescope Event Horizon is fully completed and the system has already started to work, providing astronomers with a gia...

Elon Musk is ready to present the plan for the merger of brain and computer

Elon Musk is ready to present the plan for the merger of brain and computer

it is known that Elon musk plans to create a company that will deal with the merger of brain and computer (Yes), will be announced on Monday, April 17, in a giant article on the website Wait But Why. Will the presentation Tim urba...

What are the similarities of artificial intelligence and electricity?

What are the similarities of artificial intelligence and electricity?

What comes to mind when you hear "artificial intelligence"? Educated several generations of Hollywood movies, we often think about "evil robots and intelligent computers that want to destroy humanity". But the AI already plays an ...

Can futurists predict the year of occurrence of the technological singularity?

Can futurists predict the year of occurrence of the technological singularity?

the end of the known world close. And this is good, as is believed by many futurists, predicting the inevitable onset of technological singularity. What is it? Technological singularity is the idea that technological progress, esp...

Old mice rejuvenated with a new drug

Old mice rejuvenated with a new drug

In the life of a cell is something horrible. Like the young heroes of the popular teen novels, the cells are born simply "companies" of the authority is to perform certain roles, predefined expression of their DNA. As the body in ...

Russian scientists were able to speed up and cheapen the process of obtaining gold

Russian scientists were able to speed up and cheapen the process of obtaining gold

Getting from the ore is time – consuming and lengthy process. Today one of the most popular ways of gold recovery is the direct cyanidation using the ability of gold to react with cyanide in the presence of oxygen. There is anothe...

The study of galactic wide web gives the first results

The study of galactic wide web gives the first results

the universe is not only vast expanses of darkness and trillions of galaxies, containing many billions of stars and billions of planets. In fact, it is much more difficult. Each individual galaxy as a single galactic cluster, are ...

#Video | SpaceX posted a panoramic video of the Hyperloop tube

#Video | SpaceX posted a panoramic video of the Hyperloop tube

Recently, the company SpaceX launched a competition in which 27 teams have presented their prototypes of capsules for the Hyperloop. The purpose of the event — to spur outside interest in the Hyperloop project, to stimulate ...

From the point of view of science: crying is good?

From the point of view of science: crying is good?

Until recently, scientists and writers could not agree on the subject of tears. In "Henry VI," Shakespeare wrote that "weeping softens the force of grief", and American author lemony Snicket said that everyone knows that a good, l...

Company Memphis Meats got chicken and ducks in vitro

Company Memphis Meats got chicken and ducks in vitro

we All have long been accustomed to the icons on the packaging of the products «GMO», «gluten free», «Organic product» and so on. It is possible that in the future meat products, in addition to the ab...

Astronomers found the planet, contrary to the laws of planetary formation

Astronomers found the planet, contrary to the laws of planetary formation

According to a new study, one giant and distant world that was once described as "the planet that shouldn't be where she is" seems to have really formed, not where one would expect, and not from the outer material, which would hav...

Scientists mathematically proved unattainable absolute zero of temperature

Scientists mathematically proved unattainable absolute zero of temperature

the Laws of thermodynamics, which are the cornerstones of modern physics help us explain the behavior and change of the physical properties of objects and environments under certain conditions and circumstances. The first two laws...

Type II diabetes can be cured in four months: if you starve and work out

Type II diabetes can be cured in four months: if you starve and work out

type II Diabetes can be reversed in just four months by cutting calories, exercise, and maintain the glucose level under control, the study showed. The study included the creation of a personalized exercise regimen for each partic...

The warmer the planet, the less become some mammals

The warmer the planet, the less become some mammals

Fifty-six million years ago, about ten million years after the dinosaurs became extinct, our planet has experienced something strange. It was hot. Very hot. As hot as you used long ago for several billion years before that. Carbon...

NASA scored four teams of scientists to study the Solar system

NASA scored four teams of scientists to study the Solar system

Despite the fact that the American space Agency NASA runs a huge number of experts in various fields, the recruitment never stops. In any case, the leadership of NASA contracts with scientific teams from universities around the wo...

Complex life could have appeared much earlier than thought

Complex life could have appeared much earlier than thought

About 1.6 billion years ago, the community of small bright red plant life forms, while floating in the shallow pool of the antediluvian water, was engraved in stone until the end of time. Or at least until until a team of Swedish ...

How animals see in the dark?

How animals see in the dark?

on a moonless night the light level can be 100 million times lower than in bright daylight. And if we are almost blind and completely helpless in the dark, cats quite successfully hunt down prey, and butterflies quickly fluttering...

The animalcules revealed another superpower

The animalcules revealed another superpower

Six animals in a state of dehydration. In this state, they pull their legs and head inside the protective sheath, forming a kind of cocoon the Tiny living creatures, tardigrades, have a set of amazing properties. They easily toler...