"Don't think about it, there's no play", Li Wenjing said on the side,

"Didn't you listen to what Qian Zhonghua just said, under the condition of strict secrecy, how can you talk to these big companies, once it comes to the substantive stage, it will inevitably expose Gödel's ability"

Patting his head, Wang Yinan said,

"How did I forget this stubble",

"Okay, forget about consulting for big companies, and wait for the old money to bring us big business"

"Is there anything else you can add to the list on the whiteboard?" Wang Yinan said.

"Of course, it's okay to break the law"

Zhang Zifeng raised his hand, "Okay, open your mind, you need everyone to speak freely,"

Wang Yinan said, "Zifeng, you come."

"Didn't Wen Jing just say that you should look for the kind of high efficiency requirements, high dependence on efficiency, in addition to more expensive things such as batteries and engines, you can also consider the opposite"

"Those things that are relatively cheap, but use a lot of money, improve a little efficiency, and the value is also very great."

"For example, the formula of cement, asphalt, etc., used in infrastructure construction"

"Very good", Wang Yinan wrote two words on the whiteboard,

"Cement, asphalt"

After the brain hole came to an end, Wang Yinan and they began to worry again, after all, making money is a side job, improving Gödel's ability, and studying the theory of superconductivity is the right thing, and they must not invest a lot of energy in these directions.

"Okay, let's choose one or two specific areas for research, considering that old money should still bring us important tasks, so we can only choose the direction of small investment and quick results." Wang Yinan said.

"The medicine and medical equipment must be abandoned", Li Wenjing picked up the pen and crossed out these two lines, "This is a direction that requires long-term investment, and it will take a long time to get a return, which does not meet our requirements."

"Improvements in battery or fuel efficiency must also be abandoned," Wang added.

"These two things are also located in a very large industry, and the movement of us rushing into it will not be small."

"At this stage, it's better to keep a low profile"

"For the same reason, cement and asphalt cannot be considered at the moment," Li Wenjing said.

There are only two lonely rows left on the whiteboard.

"Traditional Chinese Medicine"

"Stocks"

"Zhao Tiancheng, the stock is handed over to you, you can use the Gödel system to improve the existing stock or futures prediction model"

"For training samples, let's use the historical data of the United States and the Sun Kingdom"

"How long do you expect progress to take".

Zhao Tiancheng thought for a while, "One week is enough"

"Okay, we'll see what you do in a week"

"Traditional Chinese medicine", Wang Yinan held a pen, lit the word on the whiteboard, and pondered for a long time.

"There are various opinions on TCM, and the effectiveness of TCM is also controversial," Wang said.

"I myself am an open-minded person and do not deny that there are too many empirical and non-scientific elements in the methodology of TCM."

"However, it seems a bit too much to deny the effectiveness of TCM altogether"

"Wen Jing, why don't we take some time to gnaw on this hard bone? It's also a good thing that the company can have a doctor of Niu X."

"Okay, but if you want to do this well, you must need enough training samples, and we are quite lacking in resources in this area."

"I'm looking for Qian Zhonghua, his grandfather's health is not very good, he should have a lot of dealings with traditional Chinese medicine, let's do research in this area first"

The plan has been decided, and Ronghe Company started a new round of hurricane.

Zhao Tiancheng began writing a predictive model for stocks.

Wang Yinan and Li Wenjing began to work on the formal model of traditional Chinese medicine.

Putting aside all the debates about TCM, Wang Yinan decided to learn from Einstein and build a theoretical foundation with as few basic assumptions as possible.

You will ask what to do if the assumption is wrong, "the assumption will not be wrong", Wang Yinan said, "this is called faith".

"You go and ask Einstein, what if the speed of light in a vacuum is variable"

"He's going to look at you like me, yes, he's looking at you like an idiot, anyway, one of us must be an idiot, either you or me"

"The choice is yours".

Traditional Chinese medicine is known to have four classics, "The Yellow Emperor's Neijing", "Treatise on Typhoid Fever and Miscellaneous Diseases", "Difficult Classics", "Shennong's Materia Medica", or on the basis of these four classic works, add various annotations, expansions, and cases to form the ten major classics of traditional Chinese medicine.

Of course, there are also things like "Three Character Classics of Medicine", "Medicinal Properties" and so on.

After Wang Yinan probably studied these works, he immediately gave up the idea of building a formal system based on the classic works of Chinese medicine.

"No wonder many people say that Chinese medicine is not a science, and it is a completely impossible task to rely on these classic works of Chinese medicine to establish a theoretical system of Chinese medicine," Wang Yinan said to Li Wenjing.

"These writings are more like notes of reflection, or some records of personal feelings"

"A true master of Chinese medicine, through his own practice, combined with these theoretical systems, gradually establish his own concept of Chinese medicine"

"So as to achieve the effect of effective treatment and saving people"

"But putting aside decades of practice and real cases to understand or formalize these classics, this road will definitely not work."

"So we need to make two assumptions"

"First of all, the same cause of disease has an effect in different healthy people, and its observable symptoms should be highly similar"

"Well, this assumption is reasonable", Li Wenjing agrees, "If there is no such assumption, then all Chinese medicine and even Western medicine will not be able to see a doctor, and the disease-causing effect, that is, the symptoms, must be repeatable"

"The second hypothesis is that the same drug acting on different patients should have a highly similar effect on the same cause of disease"

Li Wenjing nodded, "This is also a must", "Otherwise, there is no such thing as an effective drug"

"Aspirin is analgesic and reproducible for at least 99% of people"

Wang Yinan said, "Then we get two basic assumptions", which I call

"Pathogenic reproducibility"

and the "Hypothesis of Repeatability of Treatment"

"Do you remember Mi Ge's dog?" asked Wang Yinan,

"Of course, it's hard to lose in Go, and it's known as artificial intelligence that makes the world two sons"

"I have played Go and once obtained an amateur five-dan certificate"

"When I was in college, I also wrote about the algorithm of Go, and I still have a lot of research in this area."

"The artificial intelligence before Mige was powerless in the face of Go, not to mention the professional level, even I can beat all the Go programs."

"But Migo came up with a genius idea"

"The previous Go algorithms used classical Go theories, such as Zhengzi, various chess tricks, value judgments, hand analysis, etc., to input these rules into the computer."

"Essentially, it's the use of computers to simulate human thinking."

"But Brother Mi asked, why does artificial intelligence have to think like humans, and must use formulas such as what to stand two and split three, what to die and live to understand the chess game."

"It is precisely because of Migo's Haas Go's low attainments that he was able to completely abandon his existing ideas and treat the thought process of playing chess as a black box"

"For artificial intelligence, there is no logic, there is no chess shape, chess tendon, chess trick, only the distribution of black and white at the intersection of three hundred and sixty-one intersections."

"As long as he has enough to face, he can find the safest way to the final victory in any chess game"

"Therefore, even if Mige's dog is already the number one player in Go today, no human can understand what the dog's reason is when choosing the next step"

Li Wenjing fell into deep thought.

"We can also ignore the theories of Chinese medicine"

"Those are like the theories of Go, which we humans need to think, not what artificial intelligence needs"

"I understand," Li Wenjing said.

"The patient's symptom is the situation in Go, which is the only thing that the AI needs"

"We need to be as precise as possible about the symptoms, including all the information obtained from the TCM consultation, focusing on the face, sweating, the color of the tongue coating, etc., as well as the pulse, the pulse."

"You can also add some Western medicine laboratory indicators, body temperature, various cell content, etc."

"The medicine of traditional Chinese medicine is the next hand in this situation," Wang Yinan said.

"Prescriptions, including treatment options, are the response."

"The patient's final situation, which is similar to the judgment of the situation of Go, has improved, and it is obvious that the winning rate has improved."

"If it deteriorates, or it doesn't change, the win rate has decreased"

"As long as there are enough samples, the Gödel system can make a huge difference"

"Being able to find a wide range of treatment options, mainly to improve the prescription"

"In this way, at least I can become the best TCM pharmacist in the world"

Wang Yinan finally concluded.

"Of course, this is based on three conditions, the first two of which are the reproducibility of the disease and the reproducibility of the treatment."

"The third condition is that the prescription of traditional Chinese medicine really has a therapeutic effect"

"Don't worry, I believe that the first two must be correct, and the third one, if it is not established, everyone can wash and sleep, and it is definitely not us who is most anxious", Li Wenjing said.

Using these three assumptions, Wang Yinan and Li Wenjing set out to build artificial intelligence in traditional Chinese medicine.

Just a week after the meeting, Zhao Tiancheng's stock prediction model was first completed, which integrated the latest neuronal stock dynamics and fractal wavelet theory, and after many iterations of the Gödel system, the regression test was carried out on the stock historical data of the United States and the Sun country, and the accuracy rate reached 60% on the scale of the trading day.

Don't underestimate this 60%, which means that the AI makes a decision that 60% is correct, which in the stock market is a terrible success rate.

Wang Yinan named him Brother Million, version 0.9.

Wang Yinan secretly opened two accounts in the stock markets of Sun Country and United States, and then each invested a start-up capital worth 100,000 US dollars.

According to the principle of not investing more than 10% in the same stock, let Zhao Tiancheng start small-scale operations.

Two weeks later, the modeling of TCM was basically complete and the sample training could begin, which Li Wenjing named as Godafu version 0.9.

Through Qian Zhonghua, he contacted the people of the Huaguo Association of Traditional Chinese Medicine, and brought them all the archived cases in the society, and trained the elder brother.

At the same time, using the latest medical information network, they have connected all the traditional Chinese medicine hospitals above the second grade in the country, and all the latest traditional Chinese medicine symptoms, treatment plans and treatment feedback will be entered into the database of Godaifu at any time to conduct real-time training on Godaifu version 0.9.

Everything went smoothly,

Brother 0.9 million is carefully earning a small amount of money overseas.

Doctor 0.9 also slowly learned to prescribe medicine.

On this day, Wang Yinan was discussing with Li Wenjing several abnormal cases that were very different from normal samples found during the training of his brother's doctor.

Qian Zhonghua suddenly rushed in and grabbed Wang Yinan,

"Get in the car and come with me"