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AlphaGo, the AI Program That Beat Ke in the Yin Zhi Tournament, Will Play a Match Against Human Players on Thursday



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AlphaGo, a computer programme that just beat Ke in London’s Yin Zhi tourney, will now play another game against top Go players. The AI program was trained to mimic Ke's strategy. It will play as a teammate for two human players. AlphaGo is expected out to be far more successful than human opponents in this match. The competition, according to founder Demis Hassabis, is an excellent test of artificial intelligence.

Yin Zhi can be translated as "go" in Chinese.

Ai go, or Yin Zhi, is a popular game played by computer programmers. Although the Chinese name is "gee", it can also be pronounced with an alternative -i sound. The Chinese pronunciation for the name is identical to the si vowels zi, Ci, and zhrrrrrrrrr.


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It is an information-packed game.

A perfect game of information is one in which each player knows all the actions, and moves to the next node. Because the winning strategy for each player is the same, backward induction doesn't apply, it is a perfect information-game. This distinction is crucial because a perfect game of information is non-abstract. The perfect information game is a mathematically and highly complex game that can be used to guide future game design.


It is a major challenge for artificial intelligence

AI has many challenges. One is the identification of situations where it can be difficult to make the best decisions. Some examples include autonomous vehicles that are not able to avoid crashing into walls and movie recommendation systems that ignore parental restrictions. In some cases, the situation is far more complex. This makes it necessary for humans to oversee the system and provide regular training to prevent mistakes. This is where transparency and explanation of AI decisions are essential.

It beat a human master

AlphaGo (an artificial intelligence program) won the recent victory and proved that computers can accomplish complex tasks much better than human players. This achievement highlights the potential of new brain-like technologies. Ai beat a master human at the same time that scientists and researchers are exploring how machines could do things such as write legal documents or drive cars. This is a serious development that has many people wondering if AI can replace human workers.


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Google DeepMind is working on it

Google's research team is currently developing AI Go. Google's research team fed 30,000,000 human Go movements into a network that included hardware and software. This mimics the web made up of neurons in a human brain. Neural networks are already used for other purposes, such as tagging faces in pictures and recognizing commands spoken into Android phones. As the neural network learns to recognize speech and faces, it can also learn how to play the game of Go.




FAQ

AI is good or bad?

AI is seen in both a positive and a negative light. On the positive side, it allows us to do things faster than ever before. There is no need to spend hours creating programs to do things like spreadsheets and word processing. Instead, we just ask our computers to carry out these functions.

On the negative side, people fear that AI will replace humans. Many believe that robots will eventually become smarter than their creators. This may lead to them taking over certain jobs.


What is the latest AI invention?

The latest AI invention is called "Deep Learning." Deep learning is an artificial Intelligence technique that makes use of neural networks (a form of machine learning) in order to perform tasks such speech recognition, image recognition, and natural language process. Google invented it in 2012.

Google's most recent use of deep learning was to create a program that could write its own code. This was done with "Google Brain", a neural system that was trained using massive amounts of data taken from YouTube videos.

This allowed the system's ability to write programs by itself.

IBM announced in 2015 that it had developed a program for creating music. The neural networks also play a role in music creation. These networks are also known as NN-FM (neural networks to music).


What are the possibilities for AI?

There are two main uses for AI:

* Prediction - AI systems can predict future events. AI systems can also be used by self-driving vehicles to detect traffic lights and make sure they stop at red ones.

* Decision making - Artificial intelligence systems can take decisions for us. So, for example, your phone can identify faces and suggest friends calls.


Where did AI get its start?

Artificial intelligence began in 1950 when Alan Turing suggested a test for intelligent machines. He believed that a machine would be intelligent if it could fool someone into believing they were communicating with another human.

John McCarthy wrote an essay called "Can Machines Thinking?". He later took up this idea. McCarthy wrote an essay entitled "Can machines think?" in 1956. He described the difficulties faced by AI researchers and offered some solutions.


What can AI be used for today?

Artificial intelligence (AI) is an umbrella term for machine learning, natural language processing, robotics, autonomous agents, neural networks, expert systems, etc. It is also called smart machines.

Alan Turing was the one who wrote the first computer programs. His interest was in computers' ability to think. In his paper, Computing Machinery and Intelligence, he suggested a test for artificial Intelligence. The test asks if a computer program can carry on a conversation with a human.

John McCarthy, in 1956, introduced artificial intelligence. In his article "Artificial Intelligence", he coined the expression "artificial Intelligence".

We have many AI-based technology options today. Some are very simple and easy to use. Others are more complex. They include voice recognition software, self-driving vehicles, and even speech recognition software.

There are two main types of AI: rule-based AI and statistical AI. Rule-based uses logic for making decisions. An example of this is a bank account balance. It would be calculated according to rules like: $10 minimum withdraw $5. Otherwise, deposit $1. Statistics are used to make decisions. A weather forecast may look at historical data in order predict the future.


How will AI affect your job?

AI will eventually eliminate certain jobs. This includes drivers, taxi drivers as well as cashiers and workers in fast food restaurants.

AI will lead to new job opportunities. This includes those who are data scientists and analysts, project managers or product designers, as also marketing specialists.

AI will make it easier to do current jobs. This includes accountants, lawyers as well doctors, nurses, teachers, and engineers.

AI will make jobs easier. This includes jobs like salespeople, customer support representatives, and call center, agents.



Statistics

  • By using BrainBox AI, commercial buildings can reduce total energy costs by 25% and improves occupant comfort by 60%. (analyticsinsight.net)
  • According to the company's website, more than 800 financial firms use AlphaSense, including some Fortune 500 corporations. (builtin.com)
  • In 2019, AI adoption among large companies increased by 47% compared to 2018, according to the latest Artificial IntelligenceIndex report. (marsner.com)
  • In the first half of 2017, the company discovered and banned 300,000 terrorist-linked accounts, 95 percent of which were found by non-human, artificially intelligent machines. (builtin.com)
  • Additionally, keeping in mind the current crisis, the AI is designed in a manner where it reduces the carbon footprint by 20-40%. (analyticsinsight.net)



External Links

forbes.com


medium.com


hadoop.apache.org


gartner.com




How To

How do I start using AI?

Artificial intelligence can be used to create algorithms that learn from their mistakes. The algorithm can then be improved upon by applying this learning.

If you want to add a feature where it suggests words that will complete a sentence, this could be done, for instance, when you write a text message. It would use past messages to recommend similar phrases so you can choose.

The system would need to be trained first to ensure it understands what you mean when it asks you to write.

Chatbots can also be created for answering your questions. One example is asking "What time does my flight leave?" The bot will reply, "the next one leaves at 8 am".

Our guide will show you how to get started in machine learning.




 



AlphaGo, the AI Program That Beat Ke in the Yin Zhi Tournament, Will Play a Match Against Human Players on Thursday