I can extract side effects

Wei Kang now has a hobby, which is to stand in front of the window with a telescope and watch the progress of the new headquarters on the other side of the river every day.

He finally understood why so many people watched the online construction site live broadcast.

The most popular construction site live broadcast has tens of millions of online supervisors, more than bricks on the construction site.

Now he is also a small brick of the supervisor, picking up the binoculars to see the latest progress of the construction site when he has nothing to do.

Especially looking at the large expanse of bare soil covered by transplanted green plants and turf, and even surrounded by small flower beds.

All this made him feel relaxed and happy, and he felt a sense of comfort as he was counting down to moving.

Until, a long-lost familiar voice suddenly sounded in his mind.

It turned out to be a reminder from the system.

"Ding! The host points have already exceeded one million, please check it as soon as possible."

He scratched his head in embarrassment, the system's sense of presence on him was too low, and it was all his own fault.

Every time I get busy, I forget about the system.

In the end, the system couldn't help but sound a reminder, so it can be seen that the accumulation of points must have been considerable.

Can't wait to open the system panel and check the panel data.

Level: lv999+

Host: Wei Kang

Points: 1088888

I really don't know if I don't look at it, but I was shocked when I saw it, it turned out that the accumulated points had already exceeded one million.

This means that more than one million patients have taken his medicine to contribute so many points.

Thinking about it, the anti-cancer drugs have been on the market for more than a year, and with the addition of other best-selling drugs, it is not surprising that there are such numbers.

He opened the note behind the points and looked at it. It turns out that not all products will be included in the points.

Some products, such as moisturizing factors, whitening prescriptions, etc., have diluted ingredients, and the content of drug molecules in them is not high, so they are not included in the points for calculation.

Only patients who take the drug will be counted as a point, because the efficacy of the drug is not compromised, and it is a complete original drug molecule.

The system may use this method to control the excessive expansion of points. Otherwise, if you only use one prescription to dilute it countless times, you can earn a lot of points.

And his level seems to have reached a ceiling after exceeding level 999, and it will only show 999, and will not continue to increase.

Wei Kang rubbed his hands excitedly. He remembered the smart laboratory system he won in the lottery last time.

Prize: Intelligent Laboratory System (LIMS)

Color: gold

Category: Accessibility

Level: Elementary

Development: artificial intelligence direction, can use points to upgrade to AI pharmaceutical system

Function:……

At present, this system is working well in Sanqing Group. It not only manages many laboratories for the company, but also plays the role of the company's intelligent office system.

At that time, he was very interested in the phrase "you can use the points to upgrade to the AI ​​pharmaceutical system", and spent 100 points on purpose to check the introduction of the AI ​​pharmaceutical system, and also learned that the points required for the upgrade are no more, no less. 1000000.

It turns out that after the inquiry, the system will record it, and when the points meet the requirements, it will remind him to upgrade.

For the first time, Wei Kang felt that this system was quite intelligent.

"System, upgrade the smart laboratory system."

"Ding! It's being upgraded."

Ten seconds passed.

"Ding! The smart laboratory system has been successfully upgraded."

Then, a golden cube appeared on the table in front of him.

Square and upright, the size of a palm, the whole body is radiant, exuding a soft golden light.

Why is this appearance so familiar?

Wei Kang rubbed his eyes and felt as if he saw a mobile hard drive.

However, it is much larger than the golden USB flash drive last time, which shows that it does contain a lot more data.

He put the golden square in an envelope, put it in a folder, and walked towards the AI ​​pharmaceutical laboratory.

For artificial intelligence, the company still invests a lot in hardware.

On the entire floor, most of the rooms are filled with self-built GPU computers, which contain tens of thousands of cards, including mass storage devices.

Although the investment is large, in the long run, self-built supercomputing has more development potential than leasing cloud platforms, and it is also the only way for the growth of AI systems.

The core business barriers and competitiveness of artificial intelligence are the business logic in the algorithm, and the data.

Even if you lease the cloud platform at the beginning, you still need to migrate from the public cloud platform to the self-built supercomputing platform when the core business is stable and the data and algorithms need information security protection.

Leasing a cloud platform is only suitable for small companies that are cost-sensitive. If you have sufficient funds and time, it is more appropriate to directly build your own supercomputer.

Especially when the computing power and algorithms are developed by ourselves, there will be a "chemical reaction" in which 1+1 is greater than 2.

Because the original algorithm and computing power adopt a unified interface, it is easier to match and coordinate with each other. And every link from data collection, labeling, model building, model training to output SDK can be standardized and automated, the whole chain will run faster and the algorithm iteration speed will be faster. However, it is difficult for the supercomputing of the public cloud to match the algorithm of each enterprise.

Moreover, domestic data security protection is also very weak. If the model training is done through the public cloud platform, the cloud platform can theoretically see the data of the user. Once the data is leaked, it will be a major blow to the company.

Anyway, Wei Kang couldn't trust the security of platforms like Penguin Cloud and Ali Cloud.

Some time ago, CCTV 315 broke out that AI customer service made more than 4 billion harassing calls a year, and the phenomenon of criminals stealing user consumption information through free public WIFI is still vivid.

However, building a supercomputer is not only about stacking thousands or tens of thousands of GPUs, but also requires a powerful "management system" - just like the powerful Windows operating system.

And this operating system is the AI ​​pharmaceutical system given by the system.

It is also the previous intelligent laboratory system.

Therefore, in fact, Weikang was able to build its own supercomputing platform because it had its own operating system.

If there is no system, he will either hire a team himself and spend years building a new system, or he can only rent a cloud platform.

Wei Kang came to the laboratory and walked into the empty data room, where there were shelves full of computers.

He went straight to the control server, opened the envelope, and put the golden cube on it.

A burst of golden light flashed, and the cube disappeared without a trace.

A line of words appeared on the display.

"The system is being automatically upgraded. It is expected to take 12 hours and the upgrade will be completed at 03:00 in the evening."

Wei Kang nodded in satisfaction, this speed is not bad, and he will almost be able to see the brand new AI system when he goes to work tomorrow.

The upgrade takes so long, probably because of the hardware limitation in reality. If the hardware performance is better, the upgrade speed will definitely be faster.

When the new system is used, Sanqing's new drug development speed will be greatly improved, and the ability to collect data, analyze data, and build algorithms and models will also be greatly enhanced.

Preliminary functions such as compound property prediction and gene point prediction can be improved through sufficient and rich quantitative dry experiments (AI model), and then tested in traditional biological experiments. The combination of the two will jointly accelerate iteration.

Not only in the field of drug research and development, but also in today's medical field, simulating blood flow, simulating the heart, and simulating any part of the human body are inseparable from supercomputers.

Eagle Country scientists used the world's top ten supercomputers to select a real person to scan its vascular system, build a model of the arterial system through 3D modeling technology, and successfully reproduced the arterial system of the entire human body. Any arterial vessel with a diameter or width of more than 1 millimeter will appear in the model, and the resolution of the model reaches 9 microns.

With such a model, a series of human body simulations can be carried out.

It can analyze drug targets in any part of the human body, analyze the folding structure of proteins, improve the binding mode with target proteins, and simulate the metabolism of drugs in the human body, track the metabolic path of drugs, and obtain dosage, efficacy and side effects, etc. data.

For another example, for a patient who may have a cerebral infarction, it is difficult for the hospital to judge whether to perform stent surgery. Generally, a manometry guide wire is inserted from the femoral artery for measurement, but this method is dangerous and painful.

With the help of supercomputers, after simulation calculations, as long as the blood flow reserve fraction is less than 0.8, surgery can be performed.

In other words, as long as there are enough computing cores and the speed is fast enough, the diagnosis and treatment level of medical workers will be greatly improved, and scientific treatment methods will be easier for patients to accept.

This is a huge benefit for patients, doctors, and drug developers.

Thank you liusong83 for the 5000 reward, and thank you book friend 20200826175459866 for the 100 reward.