Instructing her daughter to practice throwing knives, the police were frightened and asked to file

After this technical discussion, Qin Tian was deeply touched by Xiao Li's ideas.

He realized that the team had made significant progress in distributed computing technology, but this was only the starting point, not the end, of technological innovation.

The combination of artificial intelligence and distributed computing will likely bring greater breakthroughs to the team.

So, after the meeting, Qin Tian called Xiao Li and Xiao Chen to the office and shared his thoughts with them.

"Xiao Li, Xiao Chen, I think our team still has a lot of room for technological innovation. Your proposal today opened my eyes to a new direction. I think we can further explore the combination of artificial intelligence and distributed computing. "Qin Tian said expectantly.

Xiao Li was very excited after hearing this: "Mr. Qin, I also think this is a direction worthy of in-depth study. I believe that if we can successfully integrate artificial intelligence into our distributed computing system, then our system will become Smarter and more efficient.”

Xiao Chen nodded in agreement: "Yes, Mr. Qin. Moreover, with the continuous development of technology, artificial intelligence will become the key to our system in many aspects. We can start from multiple angles such as algorithm optimization and intelligent scheduling to create A more advanced system.”

Qin Tian smiled: "Very good, since everyone has this consensus, let's take action as soon as possible. Xiao Li, you are responsible for researching the optimization and application of artificial intelligence algorithms. Xiao Chen, you lead the team to transform the existing system , to adapt to the new algorithm, we need to come up with a feasible solution in the next few months.”

The two agreed in unison and left the office with confidence.

In the following months, Xiao Li and Xiao Chen led the team to work intensively.

They often work overtime, discuss and experiment repeatedly. Everyone is full of energy and hopes to produce results as soon as possible.

One night, Xiao Li was studying a new type of artificial intelligence algorithm. He suddenly thought of a problem, so he picked up the phone and called Xiao Chen.

"Xiao Chen, I have an idea. Do you think if we can let the artificial intelligence system learn the task allocation of distributed computing by itself, can we further improve efficiency?" Xiao Li asked.

Xiao Chen was silent on the other end of the phone for a while, and then replied excitedly: "Xiao Li, your idea is great! This way our system can dynamically adjust task allocation according to the actual situation, which can indeed greatly improve efficiency. We have to hurry up Try it!”

The two hit it off and immediately started implementing the new idea.

They first improved existing artificial intelligence algorithms and then combined them with distributed computing systems to enable the systems to self-learn and optimize task allocation.

After a period of experimentation and adjustments, they found that the new system could indeed significantly improve processing speed and accuracy.

This discovery made the entire team cheer, knowing that they had taken another big step forward.

However, Qin Tian was not dazzled by this initial success.

He clearly understands that the road to technological innovation never ends. So, at a team meeting, he set a higher goal.

"Comrades, we have achieved some results, but this is just a small step in a long journey of thousands of miles. We must continue to work hard to make the system more complete and smarter." Qin Tian said impassionedly.

"We now need to concentrate resources to promote the development of this technology to a higher level. The combination of artificial intelligence and distributed computing is not only a technological innovation, but also a change in the way we think about and solve problems." Qin Tian His words were filled with passion and vision.

Xiao Li then spoke, "Mr. Qin, we have already seen the preliminary results brought by this combination, and I think we can further explore adaptive learning algorithms. This will enable the system to not only handle known tasks, but also predict and adjust Possible challenges ahead.”

"Indeed." Xiao Chen joined the discussion. "We also need to consider security issues. As the autonomy of the system increases, how to ensure the controllability and security of the system and prevent potential risks is a problem we must face. "

Qin Tian nodded in agreement, "Security is the key. We need to strengthen security protection measures while maintaining the flexibility and adaptability of the system. Xiao Chen, I leave the research in this area to you. I hope you can lead you Our team has developed new security protocols to ensure that our system is ironclad while improving performance.”

Xiao Chen responded: "I understand, Mr. Qin. We will start research in this area immediately to ensure that every link will not become a security vulnerability."

After Xiao Li and Xiao Chen responded, they immediately began to lead their respective teams to act separately. Xiao Li's team was committed to promoting the development of artificial intelligence algorithms, while Xiao Chen focused on strengthening the security of the system.

They frequently exchange ideas and progress to ensure that R&D in both directions complements each other.

As the research progressed, Xiao Li's team faced some specific technical challenges.

To solve these problems, they decided to adopt a new neural network architecture that is better able to process and analyze large-scale data sets.

One night, in the laboratory, Xiao Li and his colleague Yang Lin were discussing the test results of the new algorithm.

"Yang Lin, judging from this batch of test data, our model's performance on specific tasks is not stable enough. Do you have any ideas?" Xiao Li asked.

Yang Lin thought for a while and replied: "I think the problem may lie in feature extraction. We may need to introduce more complex features to improve the generalization ability of the model."

"Yes, we can try adding some new feature transformation layers to see if we can improve performance." Xiao Li nodded, and he immediately began to adjust the model parameters to prepare for the next round of experiments.

At the same time, Xiao Chen was also busy.

Security protection is very important, and he did not dare to relax at all. He led the team to conduct a comprehensive security risk assessment of the system from multiple angles.

Designing new encryption protocols and strengthening access control and data isolation measures can effectively protect all parts of the system.

To this end, Xiao Chen began to convene colleagues to hold meetings to study.

"Zhang Min, do you think there are any areas where our current security measures can be improved?" Xiao Chen asked.

Zhang Min thought for a while and replied: "I think we can be more strict in identity verification. For example, we can introduce multi-factor authentication, combined with biometric technology and dynamic tokens, to improve the security of the system."

"Very good, your suggestions are valuable. We can start implementing this improvement plan immediately." Xiao Chen agreed.

After the meeting, Xiao Chen quickly organized a team to develop and implement relevant technologies to ensure that every link meets the highest safety standards. A month later, Xiao Li's team also made important progress.

The new neural network architecture they developed has begun to demonstrate its superior performance in simulated environments.

Xiao Li was very excited and decided to report the progress to Qin Tian immediately.

In Qin Tian's office, Xiao Li introduced the performance indicators and future application prospects of the new algorithm in detail.

"Mr. Qin, by introducing this new neural network architecture, our model not only increases the processing speed by 30%, but also significantly improves the accuracy of complex data processing." Xiao Li said excitedly.

Qin Tian nodded in appreciation: "This is a very good result, Xiao Li. You and your team have done a great job. This will greatly enhance the core competitiveness of our system."

"Next, I plan to work more closely with Xiao Chen's team to ensure that the practical application of these technologies improves simultaneously with our safety standards." Xiao Li continued.

Qin Tian smiled with satisfaction: "Very good, I look forward to your cooperation bringing win-win results. Maintaining this spirit of innovation and cooperation is the key to our company's long-term success."

At the same time, Xiao Chen was discussing the latest security protocol adjustments in the security team's conference room. He introduced the implementation plan for multi-factor authentication and asked the team for their opinions and suggestions on this solution.

"The introduction of biometric technology can indeed greatly enhance the security of our system, but we also need to consider the complexity and cost of implementation." Technical director Wang Qiang raised his concerns.

Xiao Chen listened carefully to Wang Qiang's advice and responded: "Indeed, cost and complexity are important factors we need to consider. But considering long-term security, this is a technology worth investing in. We can start with the key parts and gradually expand to the entire system."

Everyone expressed support for this and began to plan the implementation details in detail.

……

After in-depth discussions and planning, Xiao Chen and his team began the development and testing phase of the multi-factor authentication system.

They decided to pilot the new system in a small-scale environment first to ensure a smooth transition to implementation.

A week later, in the small conference room of the technical department, Xiao Chen organized a review meeting of the test results.

Team members gathered together to analyze data from preliminary testing.

"What are the current test results?" Xiao Chen asked at the beginning.

Technical analyst Li Hua came up with a series of charts and data, "According to our testing in the past week, the stability of the new authentication system has performed well, but there is still room for improvement in user authentication speed. We need to optimize the response time. "

Xiao Chen nodded, "This is a problem we need to solve first. Response speed is an important part of the user experience, and we cannot let security measures affect the normal use of users."

"I have a proposal for this issue." Another engineer Zhou Lei joined the discussion. "We can consider using more efficient algorithms to process identity verification data, such as introducing machine learning models to predict and quickly respond to user verification requests. ”

"Very good suggestion, Zhou Lei." Xiao Chen responded, "Please take charge of the research in this direction and see if it can be actually applied to our system."

After the meeting, Xiao Chen reported the meeting status and further improvement plans to Qin Tian.

Qin Tian was satisfied with the team's progress and especially praised Xiao Chen's leadership.

"Xiao Chen, I see that you and your team have done a lot of work to solve these complex problems. This attitude of actively looking for solutions is very important." Qin Tian said when discussing with Xiao Chen in the office.

"Thank you, Mr. Qin. We understand that with the continuous advancement of technology, we must remain flexible and innovative to ensure the safety and efficiency of the system." Xiao Chen said excitedly after receiving Qin Tian's praise.

"So, what do you think of Zhou Lei's proposal to use machine learning models to optimize the efficiency of identity verification?" Qin Tian asked.

"I think this is a very promising direction. Machine learning can help us predict and respond to users' verification requests more accurately, thereby optimizing the speed and security of the entire authentication process. We will start a small project to test this idea Feasibility." Xiao Chen gave some answers after thinking carefully.

"Very good, I support you in trying new methods. Make sure there is a detailed risk assessment and backup plan when implementing the new system." Qin Tian nodded in support.

At the same time, Xiao Li also had a discussion with his team in his office on how to further optimize the neural network architecture.

"Everyone, our new neural network architecture has shown good performance, but I believe we can do better." Xiao Li clapped his hands and started a discussion on this issue.

"Yang Lin, you mentioned before that increasing data diversity may improve the generalization ability of the model. Do we have any further ideas?" Xiao Li asked.

Yang Lin replied: "Yes, Xiao Li. I suggest that we can work with the big data team to obtain more data samples from inside and outside the industry. In addition, we can also explore the use of different types of neural network layers, such as convolutional layers or loop layers to see if they provide better feature extraction capabilities."

"This suggestion is very creative." Another team member, Liu Feng, joined the discussion. "I also suggested that we use automated neural network architecture search technology, or NAS technology, to find the optimal network structure."

Xiao Li listened carefully to the team's opinions and decided to allocate resources to support these new attempts.

"Very good, we will integrate these ideas into our R&D plan. Yang Lin, you are responsible for the big data cooperation part. Liu Feng, you will explore the application of NAS technology. We need to see preliminary results before the end of the next quarter ”

……

On the other side, in the security R&D team conference room, Xiao Chen and Zhou Lei were discussing how to implement machine learning models to optimize the identity verification system.

"Zhou Lei, have you ever thought about which machine learning model is most suitable for our needs?" Xiao Chen asked.

Zhou Lei replied: "I have considered several models, including decision trees and neural networks. I tend to use lightweight neural networks because they can be more efficient when processing large amounts of data and are also easy to adjust and optimize. "(End of chapter)