I can extract side effects

After a while, the installation of the intelligent laboratory system was completed.

And the golden USB flash drive has disappeared without a sound.

The server restarted, and a line of red text soon appeared.

"Warning! The machine is not capable of full functionality, only safe mode can be enabled."

Cold sweat broke out on Wei Kang's forehead, and he scratched his head involuntarily.

This is too embarrassing.

Immediately go to buy a high-performance server, so that the intelligent laboratory system must have a warm and comfortable nest.

But let’s take a look at the features for now.

The red text disappeared quickly, and a very beautiful and simple interface appeared, which was somewhat similar to the commonly used window system. This may be due to the consideration of the daily use habits of the staff, so it automatically adapted to the commonly used interface style.

There are icons of common functions on the desktop, which can be clicked to open and use the corresponding functions.

Before Wei Kang had time to be pleasantly surprised, another message window popped up.

"Touch screen functionality is temporarily unavailable."

Wei Kang: "..."

Then, another window popped up, listing a list of equipment purchases.

"It is detected that the machine lacks corresponding docking equipment, please purchase according to the following list."

"Failure to provide all equipment may result in the inability of the corresponding functions to be implemented."

"High-performance servers, touch screens, LED displays, smart door locks, smart speakers, monitoring equipment, wireless and WIFI and other multi-functional communication modules."

"Printers, computers, fingerprint readers, code scanners, human body sensors, smart electrical appliances, instrument controllers, smart lights, smart switches and sockets..."

Wei Kang wiped the cold sweat off his brow, and wrote down the purchase list.

There are a lot of things to buy, and you have to ask someone to install them later.

But basically all kinds of hardware, there are ready-made systems, and they can be used in conjunction after installation.

Next, he checked all the functions, as well as the function management module, and felt very satisfied. These are practical functions needed for laboratory management. The system even automatically provides an APP suitable for computers and mobile phones, which can be used on mobile phones and computers. function.

It can even be connected to other third-party module systems to connect things and realize the true unity of data.

For a long time, Sanqing’s laboratory has been in the traditional manual management mode, which requires the staff to provide keys, log in and out, take care of laboratory equipment, record statistical experimental data, and manage various raw materials and samples. Large, inefficient, and not very effective.

With this intelligent laboratory system combining software and hardware, it can realize unattended laboratory, real-time monitoring, automatic registration of entry and exit, automatic statistical records during experiments, remote controllable laboratory operation, control of electrical equipment, and real intelligence. management.

First of all, employees can open the door and enter the laboratory through various methods such as fingerprints, mobile phone scanning codes, remote control, and ID cards.

Subsequently, the current use status of the laboratory and the working conditions of the instruments can be checked in real time on the mobile phone terminal and the display screen, and the experimental status can be monitored in real time, and corresponding voice prompts can be given.

At the same time, it can sense the status of employees in the laboratory in real time and detect whether the employees are experimenting in the laboratory. If the laboratory status shows that it is online and no one is experimenting, the system will automatically alarm to ensure safety.

During the experiment, the intelligent system can automatically record and summarize multiple data of the laboratory, and can set the use time of the laboratory, remotely lock or open the laboratory.

For a specific laboratory or instrument, it can also be set separately. During the selected effective time, the equipment is only open to the corresponding personnel and cannot be used by others.

The experimental database can provide flexible and powerful data management functions, and user permissions can be set to ensure the safe use of data. At the same time, all hardware devices can be classified and managed, such as adding, deleting, modifying, setting parameters, etc.

The APP can realize remote opening, scanning code to open the door, checking laboratory status, laboratory management, viewing message announcements, real-time monitoring, fault reporting, setting permissions, viewing experimental records, and corresponding levels of data, and performing operations.

At the same time, it is equipped with corresponding management modules such as samples, materials, spare parts, documents, instruments and equipment, experimental records, and standard libraries with powerful functions.

The standard library management module mainly completes the functions of inputting, updating, modifying and reviewing related standards. A complete standard library is the fundamental guarantee for the smooth operation of the entire business. In order to ensure the accuracy of the standard, the standard library should be reviewed by senior experts before it can be officially used.

The sample management system is the most frequent module in the daily operation of the laboratory. It provides support for sample analysis and evaluation, including sample analysis, sample registration, sample management, sample testing, audit system, result output, QA/QC, etc.

The information query system includes analysis progress and comprehensive information query. Users can query relevant information according to the authorization level. All query results can be sorted, classified, and counted. Information query can quickly reflect every step of historical data from raw data to processed data, and can also query personnel information, project progress, customers, standard information, various laboratory documents and regulations, various reports, and various technical information, etc. wait.

The information statistics function can provide various statistical chart information modules required by different users. It can also provide seamless connection with various special statistical software as required.

The laboratory affairs management system includes laboratory chores, internal announcements, personnel whereabouts, plans, work arrangements, document processing, public information, personnel management and fund management.

The resource management system includes management modules for human resources, material resources, standard substance management, other material management, and intangible assets such as intellectual property rights. At the same time, it can also manage personnel, reference substances, reagents, etc., and can make statistics on workload and calculate costs.

The instrument management system can be connected to analytical instruments (such as liquid chromatograph, gas chromatograph, balance, etc.), through automatic collection of instrument analysis data, it can reduce manual entry errors and speed up data transmission, thus saving a lot of time for analysts .

The system can also perform instrument maintenance, allowing regular calibration schedules to be created for instruments, tracking and recording of calibration conditions. The usage rate of the instrument can be counted to maximize the use of the instrument. And it can remotely control the analysis instrument, and dynamically track and monitor the whole process of sample analysis at any time.

Generally speaking, the function is very powerful, the degree of intelligence is extremely high, and it can be automatically upgraded with the upgrade of machines and equipment, and there will be no performance bottleneck.

With it, future drug research and development will definitely be even more powerful, and at the same time, there is no need to worry about any data leakage.

When he wanted to buy a data management system before, he had considered the issue of data confidentiality. After all, he had a lot of secrets, and data confidentiality was the top priority. Among other things, patents and prescription materials were very precious, so there must be some Few people covet.

Now you don't have to worry about this problem anymore.

Weikang has fallen in love with this smart laboratory system.

At the same time, he also thought of a problem.

A rudimentary intelligent system is so powerful, so what will it be like when it is upgraded to become a real artificial intelligence and develop into an AI pharmaceutical system?

He couldn't help entering the system and making inquiries.

"Can you display relevant information about AI pharmaceuticals?"

"Consume 100 points to view the introduction of the AI ​​pharmaceutical system."

After Wei Kang agreed, the system showed him a large section of relevant information.

Traditional new drug development is an expensive, long and difficult process.

In addition to the difficulties of high cost, long cycle time, and low success rate, the greater bottleneck faced by drug research and development lies in innovation.

In the field of pharmaceuticals, there is a well-known anti-Moore's law-every nine years, the number of marketed new drugs with an investment of 1 billion US dollars is reduced by half. What is more common is that first-in-class drugs account for less than half of the total number of approved new drugs.

However, with the development of computer biology and artificial intelligence, AI can search the potential space in a large area in various pharmaceutical links, and find targets/compounds/crystal forms that have not been discovered in the past due to human experience, experimental environment and other external constraints, providing a new source of innovation for the development of innovative drugs. powerful tool.

In the future, AI pharmaceuticals will move from 'stage 0 to 1' to 'stage 1 to 10'. Various pharmaceutical companies will form a large AI pharmaceutical alliance, establish drug big data laboratories, strengthen multidisciplinary integration, collect high-quality R\u0026D data, and use AI designs drugs and enters clinical trials.

The larger background is that computational biology will also lead biological science to a data-driven era.

With the continuous maturity of technologies such as high-throughput sequencing, nanomanipulation, and biochips, and the accumulation of biological information data, computational biology has also developed. It understands biological phenomena and mechanisms at the molecular level by building algorithms and models, and promotes related research and applications.

Computational biology can not only drive upper-level applications through efficient and accurate calculation deduction, such as compound property prediction, gene point prediction, etc., but also accelerate the development of AI pharmaceuticals, species transformation and other fields.

It also provides a new research idea for life sciences - a new model of "data closed loop combining dry and wet".

First, through sufficient and rich quantitative dry experiments (AI model) to cover the space to be searched, to provide accurate hypotheses for the test in the wet laboratory (traditional biological experiments), the two jointly iteratively accelerate.

And this will definitely bring about radical changes to the pharmaceutical industry, thus completely changing the whole world.

After reading it, Wei Kang was overwhelmed with excitement.

He is bound to win this AI pharmaceutical system.

I just don't know, how many points are needed to upgrade?