Wang Xiaochuan: Medical treatment will be the breakthrough field of artificial intelligence this year.
On July 16th, at the 2016 "Singularity Innovator Summit" held by Geek Park, Sogou CEO Wang Xiaochuan shared his views on AI (Artificial Intelligence). Wang Xiaochuan believes that the search company itself is doing artificial intelligence. The introduction of artificial intelligence technology is not to subvert the new market, but to make a gradual improvement in the original user demand.
Wang Xiaochuan said that in the previous month, he went to Google to make in-depth communication with AlphaGo engineers. AlphaGo has not stopped research and development, and continues to advance. But even after three months have passed, the machine won't win in the fourth game of playing chess with Li Shizhen. This is also the limitation of artificial intelligence.
“DeepMind didn’t want to make products at first, but specialized in academic research, the high-yield of the papers, and the breakthrough of bottlenecks. They are a research institution and have a lot of academic cooperation with universities, which leads to artificial intelligence at home and abroad. The technical gap is huge," Wang Xiaochuan said in an interview with an interface journalist.
People are often too worried about the dangers of deep learning. Traditional experts who do artificial intelligence predict that deep learning has some shortcomings and insufficient stability. In some scenarios that require reliability, there is no complete mathematical calculation and proof. "Even if it is 99% correct, it may bring uncertainty. For example, in the unmanned driving, this uncertainty will lead to the stall of the car, and I don't know how to fix it." Wang Xiaochuan said.
Going back to the search itself, there are still many limitations in voice search itself, mainly because voice recognition technology capabilities are still limited. Even though speech recognition has a high degree of accuracy, it still requires a quiet environment. When there is noise, if two people are talking at the same time, the machine will not work.
There is no way for the machine to remove noise, such as in the car's environment. Sogou will pre-record the sound of the engine engine, or the noise of the window glass to add it to the identification system. It is an environment that can be recognized by machine machines by such an environment that has not been seen. Sogou's solution is to use a microphone matrix that can be oriented to identify when there is a microphone. If two people have different sound sources at different positions, they can be separated.
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