Google's AI made its own AI, and it's better than anything ever created by humans
Computer generated algorithm is more accurate and more efficient than even the best human-generated ones
Hello Friends,
You all know about Google and the people working in Google. they all are crazy and Awesome. The team of some researchers at Google Brain working on an Artificial Intelligence system and back in May 2017 they developed an AI system called as AutoML, the system that could generate its own child AI.
In brief, they automate the process of making AI system (cool maybe you remember the Robot movie of Rajanikant how one chitti made its fellow robots by its own).
More recently, they decided to present AutoML with its biggest challenge to date, and the AI that can build AI created a “child”.Their next big task was to benchmark these automatically generated AIs against more traditional human-made AIs and surprisingly it outperformed all of its human-made counterparts.
AutoML uses a technique called reinforcement learning as well as neural networks to develop the daughter AIs. NASNet, a child AI, was developed and trained to recognize objects in real-time video streams. When benchmarked with industry standard validation sets, it was found to be 82.7% accurate at recognizing known objects. This is 1.2% higher than anything seen before and the system is also 4% more efficient than the previous best algorithms.
“In our approach..., a controller neural net can propose a ‘child’ model architecture, which can then be trained and evaluated for quality on a particular task,” the company said at the time.
“That feedback is then used to inform the controller how to improve its proposals for the next round. We repeat this process thousands of times — generating new architectures, testing them, and giving that feedback to the controller to learn from.”
But there is always a fear like in Avengers "The Ultron"
0 comments: