The robot just learned to talk by watching YouTube videos.

“Hod Lipson and his team have created a robot that, for the first time, is able to learn facial lip motions for tasks such as speech and singing. Credit: Jane Nisselson/ Columbia Engineering” (ScitechDaily, This Robot Learned to Talk by Watching Humans on YouTube)

This is the fast advance to self- or automatically learning systems. Those systems can learn things by watching YouTube or regular TV. And that means those systems can learn many things automatically. The robot that learned to talk by watching videos just followed the movements of the mouth. And then it could benefit the speech-to-text application. These. Various methods can be used. To create an autonomous learning system for every kind of mission. The robot can follow how humans move, and then mimic those movements in its own body. 

This means that. The robot can learn things like kung fu. By following what people make in videos. The robot doesn’t need any special application. It can just follow the screen by using its action cameras. And this means. Any film is suitable teaching material for those robots. The CCD action camera automatically transforms anything that the AI sees into digital form. And that can open new paths for the self-learning systems. The AI can learn things like tactics. Just by following the things that commanders mark on their screens and maps. 

The system can use regular CCTV cameras. And that is one of the biggest threats to national security. The AI can use things that it learn as a data matrix for highly advanced simulations. And then another AI tries to create. A counter-tactic. Against those tactics. Any platform that the AI can see can act as the teaching platform. The autonomous learning protocol can mean that the AI learns things that bring big surprises to the game. 

General Dynamics X-62 Vista is the system. That is used for the AI training. 

When the robot operates in automatic mode. The thing. That's it, see. Or hears or feels acts as a trigger. If there is a match with something that the robot senses in the database, that trigger activates the action that the robot should use when it faces that kind of situation. If somebody says “hi”. The system finds a trigger that activates a certain database connection. The system can answer “hi”. But the fact is that robots will not think. The trigger. That is a certain action. That activates a certain database. The fact is that this means the same thing as “hi” can activate almost any kind of action series. And that means the robot makes things that are programmed into its memories. And that can give good topics for some horror movies. 

Automatic learning means. The system can learn things. That is hidden from system operators. When we talk about the robot jet fighters, the systems learn by using the movement. That the pilots make. For making an operational data matrix. The system learns from every operation that the jet fighter or bomber makes. But. Robot fighters can also learn things. In a similar way to the robot that is watching YouTube videos. The machine eye can observe how the jet fighters behave in films. The fact is that training the AI is not an easy thing. But when the AI is trained. It's quite a cheap tool. This means that the AI can be driven to the kamikaze drones. 

Training the AI for driving. For giving customer service and flying. Is similar. To teach humans. The system records things. That the driver or controller makes in each situation. Then those actions are stored in a data matrix. When the computer sees the match. For a certain operation. That thing activates the operation. And that is the difference between humans and robots. The robot doesn’t think. It just searches for matches. With some databases. This means that the robot doesn’t actually know what it does. It finds the right series of movements from a database that the trigger. like the action that the robot sees launches. 

https://www.indiatimes.com/technology/news/us-military-is-testing-an-autonomous-fighter-jet-are-robot-soldiers-next/articleshow/126931421.html

https://scitechdaily.com/this-robot-learned-to-talk-by-watching-humans-on-youtube/

https://en.wikipedia.org/wiki/General_Dynamics_X-62_VISTA

https://en.wikipedia.org/wiki/Skyborg