It is self-evident that automatic machine tools with more than five axes and high machining accuracy play a huge role in improving a country's comprehensive machining capacity.

In order to enhance the national strength in this regard, even a big man like Gu Biao who raises the line to do the overall planning project is worth taking action again and making a model demonstration for everyone next time.

Of course, as analyzed earlier, Gu Biao is not an almighty god, and what he can steal under the pretext of "developing photographic robots" is only a small part of this big goal-

In other words, the decomposition goal of "improving the degree of automation", Gu Biao can do something;

And the decomposition goal of "improving machining accuracy", he still has no way, and he needs domestic engineers to continue to struggle on their own.

At the same time, even the subdivision goal of "improving the degree of automation" is also timely.

Historically, in the late 80s, because of the breakthrough in brushless motor technology of industrial robots, the control of many coherent variable speed machining actions of CNC machine tools has been greatly improved, and it has also begun to show greater and greater help to "machining accuracy".

So much so that the United States and the United States have re-stuck their technology in this area more and more tightly, and even re-entered the red zone after the Toshiba incident in '87.

Therefore, it is of great benefit to steal out and study it first, taking advantage of the fact that the supporting technology is not yet mature and the entire value chain is not yet obvious.

There is no need for you to make up for the details in this, and you don't understand it.

IN A NUTSHELL, IT'S LIKE "BEFORE THE ADVENT OF SMARTPHONES, SIRI'S VOICE RECOGNITION CONTROL TECHNOLOGY DIDN'T HAVE MUCH PROMISE AND DIDN'T HAVE THAT MUCH VALUE." WITH THE ADVENT OF THE INTEGRATED PLATFORM OF THE COMPANION SMARTPHONE, THE SIRI TECHNOLOGY IS WORTH MORE THAN ANYTHING.

It is the time lag before "the developer has not yet had time to fully realize its value and wide application".

In addition, Gu Biao's assertion that "KUKA's photographic robots will definitely not be able to be developed by itself due to the restrictions of labor safety laws in Western countries" mentioned by Gu Biao in the debate is definitely not a lie.

Rather, it was proved by later history.

Because of the almost perverted protection of the production safety of workers and actors in Germany and the United States, this idea of the KUKA robot has been delayed for a full 30 years.

It wasn't until 2006 that Professor Jeff Hinton of the University of Toronto came up with a "deep learning algorithm" that allowed humans to enter the era of deep learning artificial intelligence.

In 2010, Rethink-Ribotic, an industrial robot company in the United States that automatically corrects the preset project of force feedback, came up with the idea that "after the robotic arm encounters an unexpected obstacle, it can immediately stop the program action due to the pressure sensor, and learn new alternative operation actions by itself under the guidance of big data of force feedback".

Based on the design inspiration of Rethink-Ribotic, the KUKA robot was then made to have the function of automatically correcting the "learning" camera movement trajectory after hitting the actor/cameraman.

This is also no way, the German industry in the era of CNC machining with dead programs, standing at the top of the world (together with the book), but it is precisely because of this that Germany and Japan did too perfect in the old era, missed the acceleration of the corner after entering the era of artificial intelligence, and was far left behind by China and the United States when switching tracks.

A people is too rigorous and too regular, and often lacks imagination when it comes to solving "how to deal with unruly unexpected disturbances". China and the United States are not as regular and rigorous as Germany and Japan, and they are not disciplined, so they are good at dealing with unruliness, and they are good at "learning how to deal with accidents anytime and anywhere".

This is what Christensen calls the "innovator's dilemma", the more perfect the previous generation did, and the more the overall technological environment of society jumps to the next generation, the easier it is for you to die.

When the project was finally completed in 2012, it had been acquired by China's Midea and was no longer an independent company of German origin. (To tell the truth, now in the field of algorithm engineers in "deep learning", China and the United States are much ahead of Germany and Japan)

Gu Biao has worked in the Ahri Department for so many years in his previous life, and of course he has studied a little about the peripheral applications of artificial intelligence in Dahuo, although he can't write algorithms, at least he understands the general logic.

Therefore, he knows the above-mentioned "secrets" in his heart.

From this, he can also draw a bold conclusion:

It took 30 years for KUKA robots to wait until "deep learning intelligence" appeared to solve the problem of "adaptive surprises".

In other words, if Gu Biao doesn't care about these "sudden accidents" with a very small probability, even if he makes a photographic robot that will continue to crash down according to the original force after hitting an actor, can it be successfully developed 30 years in advance?

The answer is yes, as long as you ignore the automated handling of accidents, this technology is not unfortunate that it has emerged decades earlier.

You can't be scared of yourself just because "30 years" seems like a long time. Because of the insider's doorway, Gu Biao knew that the whole 30 years were wasted on the safety consideration of 'solving the accident with a very small probability'.

In the final analysis, it is the actors' union in Hollywood that is too strong and has forced the capitalists to have no way to live. Coupled with the fact that Hollywood is strong or not, it doesn't matter how low the productivity is.

As a result, many of the new technological advances that have the potential to reduce the job opportunities of actors/photographers will be boycotted by the actors/photographers' unions at the slightest bit of danger.

……

Gu Biao's above analysis involves the eventual knowledge of the traverser's foresight, and Gu Biao certainly can't talk about it.

However, there is no obstacle to the rest of the analytical facts, which Gu Biao brought to the comrades-in-arms of the research group for discussion.

Starting from the production safety regulations of the United States and Germany, and from the historical cases of major trade unions taking advantage of the opportunity to make trouble under the pretext of risk, he finally succeeded in outlining a grand blueprint.

"So, today's case analysis points us to a very clear path, that is, we can start with engineering and scientific research projects that are restricted because American/German workers are stripped away, they have no sense of ownership, and they are unwilling to endure the risks of safe production for the sake of the country.

Look for R&D scenarios that are not legal in the United States, but are legal in China, and are not hindered by smelly guilds. Draw those capitalists who are dissatisfied with the control of the trade unions into our camp, and even let them cooperate and carry out R&D transfers.

Just like South Africa took advantage of its legal environment of 'doctors are not responsible for the dead and there is no difficult FDA' to attract crazy scientific American doctors to them, creating a redundancy of 'South Africa completed the world's first heart transplant'. Our risk tolerance is our competitiveness!"

Gu Biao's final outline and strategic assertion made everyone refreshed.

It's so high.

After being deeply shocked, Ye Kun immediately felt his blood boiling. After thinking about countermeasures in my head, I jumped up directly from the chair:

"Yang Xin, you immediately list the remaining gray area technologies that have not yet sorted out the solutions and the corresponding technology holding companies.

Mina, you immediately search the punishment documents of the labor rights and interests regulatory departments of the United States, Japan and Germany according to this list, and see if the new technology research and development projects of these large companies in recent years have been subject to production safety penalties and stalled.

We can try to get in touch with anyone they want to do but are punished for the safety of their labors! Maybe some of these companies will be willing to join us in dealing with their own trade unions because they are dissatisfied with their domestic laws!"

"Contact or not, it's not up to us to decide, let's do the first two steps first. Gu Biao poured a little cold water just right, and by the way, he also declared his dominance of the subject.

Ye Kun is too meritorious and earnest, and he must be beaten and beaten.

Ye Kun's face turned slightly red, and he also knew that he had a strong desire to express: "You are old and serious, you have the final say." Let's make things out first and submit them to the leaders before we can see them. ”

Gu Biao saw that everyone had unified their thoughts, so he didn't mind taking advantage of it: "Then, in the case of the KUKA robot, I will personally go abroad to investigate and test it." Every day, I keep a secret record of the negotiation and summarize the work process. In China, you can do a feasibility analysis of the remaining projects.

After the start of the school year, let's integrate the two parts, so that there is not only a list of feasible tasks, but also a workflow and experience summary that has been tested in practice, and the topic is complete. ”

Gu Biao's words are so beautiful, the subtext is:

The work of going abroad to investigate the waves belongs to me. The hard work of checking foreign laws, administrative punishment documents, and labor dispute records of technology companies at home is left to them.

But there is no way, who let him have the imagination to come up with such a lofty idea.

Moreover, he does not have to be reimbursed by the State for travel expenses.

Ye Su was so angry that he gritted his teeth, but he could only endure it: "I knew that you were going to take the female hooligan to the waves! Go! I have me at home! Principal Liu, apply for me to endorse you!"

You're really good at it, for the sake of spending all your time drinking, you can come up with so many clever excuses. ”

Mina gently pulled Ye Kun and persuaded: "Sister Ye, why do you care what Senior Gu thinks, other people's strategies are indeed very useful to the country." ”

Ye Kun smiled bitterly, and her heart was quite sour: Mina, this little girl, is really desperate, knowing that there is no result, she is still such a moth to the fire...... That's it, anyway, I can't pull this face, so I gave up. Just pretend to be a villain to the end and give you an assist.

If Mina had dug into a corner, she would have at least been able to see the female hooligan's joke: Didn't you throw yourself into your arms and rob a man?

……

Gu Biao got rid of the comrades-in-arms in the research group and unified the caliber of everyone, so Xiao Sui, Ma Feng, and Wen Ying were put in.

Gu Biao said in a high-sounding manner:

"I went abroad for some research missions, my own film company, and after the last time I dumped the equipment, I felt that there were still some profitable things. I'll help you with the formalities for going to the United States. You guys are ready to do some work as an assistant to me. ”

As for the follow-up confidential content after "putting forward R&D needs for KUKA robots", Gu Biao will certainly not say a word.

From Xiao Sui to Ma Feng, they only know that Gu Biao "thinks that photography robot technology can make money, so I want to see it". I will never hear any material in the field of CNC industrial robots, or even the inside information of the analysis of US policy.

In other words, everyone believes that Gu Biao went abroad with the motive of "making money".

This secrecy is necessary. Otherwise, like ZTE in later generations, if you can find out the leaked information if you are searched casually, wouldn't it be a smash on your own feet.

Gu Biao is much more meticulous than those officials, he is a person who can naturally deceive himself.

：。 ：