American natural disaster

In order to avoid data leakage, Tony made all the information into e-books. This format of e-books is his original creation. Even if others copy it, they will not be able to view it without his key and software.

Country M's military satellites were all destroyed, and the military navigation service used by his private plane in the past was no longer available. He could only follow the normal procedures and apply for civil aviation routes. After wasting several days, he finally boarded the plane.

This was a long journey, but fortunately the information was thick enough for him to study for a while.

Tony had already memorized the 50-page general outline, or design standards, in his mind, and the material he was currently studying was AlphaGo's design architecture.

Little Annie's face was useful enough, so Cheng Wanli gave it to him on the condition that no rumors were allowed.

Unfortunately, Anne rejected his request to be her godfather on the grounds that Tony had a bad reputation and was a playboy, which would make her unable to hold her head high in front of her classmates.

This title was not so easy to get rid of, and Tony was very disappointed when he was rejected.

But Annie also made an opening, and one day his reputation improved, and she agreed.

So, he plans to make some more money and buy some TV stations...

Cheng Wanli and the other three persuaded him not to waste his energy and talents on useless things, but if these boring things can be used to obtain money to buy the TV station, and then change his reputation, and then get Annie's change of mind, then It just makes sense.

There's nothing that Tony Stark can't buy, and if there is, it's because I didn't find the right relationship!

It seems he understands the importance of relationships.

He shook his head. When did I, Tony Stark, need to have a relationship?

Well, except this time in Los Angeles, I, Tony Stark... (omit 10,000 words)

But why couldn't I come up with such a general outline?

In fact, Tony can understand this thing at a glance, and it belongs to the series that points out its worthlessness.

There is actually nothing wrong with Jarvis's design. The main reason is that the Jarvis he designed was designed to assist scientific research intelligence. The fuzzy neural network design style like AlphaGo is a natural branch of the style.

If Alpha Dog develops like this, it will become more and more like humans, including its way of thinking, but this does not mean that Alpha Dog has no shortcomings.

AlphaGo has shortcomings. First, its precise calculation ability is insufficient, not even comparable to Tony's verbal calculation ability, let alone the mathematical master Cheng Wanli.

Second, like humans, it can forget things! Note that it means "can", not "will". It is still different from humans.

The general outline divides the knowledge representation of artificial intelligence into four categories: judgmental, logical, neural network, functional or procedural.

These four intelligent design directions can be combined into many combinations, and artificial intelligence with different performances and performances can be designed.

Developing only one type will have many limitations. For example, Jarvis focuses on judgment and logic, which can help him provide rigorous calculation results. The disadvantage is that artificial intelligence designed in these two directions will not work well if it is not good. The algorithm will have the characteristics of lack of flexibility and extremely slow response.

Of course, this direction also has advantages, such as judgment, which is natural, modular, uncomplicated and easy to use. The generated intelligence has excellent memory and will not make mistakes. It is a necessity in the direction of scientific research.

The logical direction makes up for the shortcomings of the judgment-oriented reasoning and can be regarded as a universal auxiliary.

The neural network-style design direction will produce results like AlphaGo. It will make people look or touch it and think it is a human being, or there will be humans controlling its responses in the background. It imitates the human memory form. It has the characteristics of fuzzy, associative, fast and anthropomorphic. Of course, it also has many shortcomings, such as imprecise calculations, reasoning ability and so on.

Functional procedural formulas are a must-have, and can be used in both directions. The advantage is that it is modular and can increase speed, but the disadvantage is that it is difficult to design universally.

Knowing this, he became more confident in Jarvis's design. First, he had to choose a direction.

The original intention of Jarvis's design was to assist him in his work. What he needed was an intelligence that could help him deduce, remember, and accurately operate tools or equipment, so his previous design direction was actually right. As for why he couldn't recognize it What size screwdriver? Under the guidance of the general outline, he already knew the optimal solution.

Including the good mathematical solution that Anne told him before, it is actually solving the problem in a judgmental way.

The design performance is as follows: Calculate the opening shape and size of the screwdriver taken based on the distance from the observation camera, then calculate the distance and size of the target screw, replace the screwdriver when it does not match, recalculate, and start removing the screw when it matches.

But if this is designed using a neural network, the design performance is as follows: I have three flat-blade screwdrivers on me, No. 3, No. 5, No. 7, respectively, placed in the three card slots in order, and there are cross and plum blossoms next to them. . The target screw looks like a small one-blade screw, and it looks like it is No. 3. I will choose the smallest one and try it first. Removes perfectly! Let me just say that I am a mechanical genius.

The judgment type can be adapted to all tools. No matter what the number, a suitable one can always be found, but it takes a long time. The network type can only adapt to known standard tools. When encountering non-standard parts, unless it is allowed to learn new standards and add new tools , otherwise it will stay there, like a fool.

This does not mean that these two directions cannot intersect. On the contrary, they can intersect appropriately to create an artificial intelligence that is more suitable for you.

Therefore, he is studying AlphaGo's design architecture and referring to its design concepts. Jarvis's intelligence can make a qualitative leap.

He originally wanted to learn a little Chinese, but Pepper didn't know why and asked him to give up, saying that he would find a better way to let him learn it in the future.

He has seen the simplicity and convenience of Chinese in describing technical articles, and Cheng Wanli was right. Learning a few more languages ​​and understanding the way humans think and behave in various languages ​​will help improve the level of artificial intelligence.

He agrees with this.

The scenery on the ground outside the window gradually turned into terracotta and yellow sand. They were getting closer to their destination, and he didn't even notice when they stopped to refuel!

The plane landed soon. This was not in their capital. Because it was carrying experimental weapons, it landed at the airport in the US military-controlled area, and then headed to the designated location.

The receptionist given by the military was his friend Colonel Rhodes.

"Hi! Tony!"