The night of March 13 Lei Feng network organized a "white how far is it from us" theme salons, we invited a number of practitioners in the field of artificial intelligence, to share their understanding of the "artificial intelligence" is like.
Klaeng dark pupil: artificial intelligence was a collective YY
Technically speaking, the current artificial intelligence and machine learning, mathematicians and statisticians YY can be said to be out of the way, to try to resolve some of the problems with smart, and human identification method virtually no similarities. If summarize the intelligence technology, it is a statistical average algorithm, data say what artificial intelligence is.
The noisy public opinion had little impact on us, because we really need artificial intelligence in many places, and when demand exists, there is a market. But the height of the rise to the theory of artificial intelligence, structurally speaking, neurons in far higher than the number of parameters, which, in addition, a child from birth, the mapping of the world kept in "training" him. Artificial intelligence by thousands of levels of data to replicate this process, the Outlook is very gloomy.
But if there is one, artificial intelligence like great white appears, people will rely heavily on it, but ordinary people do not understand how low level at this stage, so inevitably the imagination. When a technique at the forefront in real life too, whether customers or consumers, they are very difficult to define exactly what they want.
Turing: the subtraction than addition lot harder
Media hype can venture firm to a certain extent, in terms of investment and develop market, have a positive effect. But if it's done in a public market, which is also very easy for the user to have unrealistic expectations. We do technology must have to be practical and reliable solutions make effective products.
In the industrial application of this piece, the machine arm actually could have qualified for a lot of work, looking back at the civilian market, some robotics company in order to improve the products we find cooperation. In addition, companies like Amazon, not long ago, had a speech Assistant hardware Echo. The occurrence of these events, would introduce the concept of artificial intelligence and technology-oriented mature we should see more civilian products.
When we started to do speech assistants, our goal is to make a mighty voice Assistant, but put a lot of energy after the discovery, product design and technology are difficult to reach the level we need, and the most frustrating is that even if the product came out, users did not develop habits. We thought, maybe a product can do anything, users don't know what to do, so we went to try to do a few specific scenes, but it met with many difficulties, suddenly found by subtraction than addition are much harder.
North room: man does not deny every step of the way, even if it risks
And the biggest difference is that the objects one can generally develop abstract thinking, machine does not. Statistical models in this context is essentially powerless now, so it's too early to talk about artificial intelligence.
And artificial intelligence, virtual reality only recently heated up, in an industry mature enough product was very tired. Both artificial intelligence and virtual reality, far away from consumer-level applications for more than 35 years. But the wheel of history cannot be stopped, just like when human society transformed from hunting to agriculture, human health is declining, but the reality does not change. Every step forward we will be closer to the target, and never reject the progress of mankind.
Now there is a difficulty is that head-mounted display output that looks like a good solution, in fact it's only existing technology through a low cost to the civilian market, and interaction, the input device is much worse, because this is not a cost problem, but at this stage no one can meet the requirements of the input device. Virtual reality of practitioners in this area is still in the exploratory stage, what are the ways to interact so far inconclusive.
Go out and ask: without it, sooner or later the saturation
Definition of intelligence is not true because people don't know about themselves, from the movie the great white, artificial intelligence first to have creativity, emotions and collective intelligence. These things that don't take it seriously, we are still using computer modeling to simulate some things. Some so-called artificial intelligence subversion of human, with China saying it is unfounded.
Voice interaction is close from the civilian market, partly because of the speech recognition accuracy is already very high, very close to practical. Natural language processing in fact, we still do not have a very good solution. Even brain-chip thing, if there is no method of understanding human cognition, but piled up data, intelligence is not a linear growth, sooner or later will become saturated.
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Artificial intelligence is a trend, but every coin has its two sides, hawking's artificial intelligence threat cannot say no, but this extreme. We are just in the process of development, adhere to the basic principle, it does not appear those disaster movies. Semiconductor has almost paved this road, now more of a problem at the software level.
When people are focusing on the interaction logic and algorithms, materials and energy can easily be covered up. Now those look very similar technology and human nature, just sold some concepts only if components and new energy breakthrough, now facing technical problems, many will be the perfect solution.
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