Hello...
Read this:
Artificial intelligence is becoming "powerful" because we are now
capable of "general" artificial intelligence, read carefully what
follows, it said that:
"Artificial intelligence up to now, including DeepMind’s AlphaGo, have
been limited to perform well only for a specific task - hence the term
‘narrow artificial intelligence.’ But researchers are beginning to
embrace the arrival of artificial general intelligence, an AI that can
perform any task that a human can. In their recent paper, Google
DeepMind proposes a method into training AGI by using genetic algorithm."
And:
"So how well does PathNet perform in action? DeepMind’s experiments show
that PathNet is faster than fine-tuning, and does positively transfer
trained knowledge in supervised learning classification tasks and
reinforcement learning tasks - successfully addressing the three
requirements of an AGI."
Read more here to notice it:
http://www.deepbio.co.kr/2017/03/20/Weekly-paper-DeepMinds-PathNet.html
And read about the following other important step that is Generative
Adversarial Network:
What’s a Generative Adversarial Network? Leading Researcher Explains
Read more here:
https://blogs.nvidia.com/blog/2017/05/17/generative-adversarial-network/
Thank you,
Amine Moulay Ramdane.