"How is the Group Theory thod different in terms of efficiency, accuracy, and application scope compared to other causal decoupling techniques, um, such as those based on statistical thods?"
"Ladies and gentlen, allow to answer this question."
Chen Yiwen stood up and began eloquently, "Our technology identifies and decouples causal relationships by utilizing symtries and properties of groups. This thod is more effective at revealing the structure and dynamic relationships between variables when inferring causality in complex systems...
Statistical thods, such as regression analysis, Bayesian networks, or machine learning models, focus on inferring causal effects through data distribution and statistical relationships. These thods usually rely on a large amount of data and may require additional assumptions when faced with confounding or hidden variables.
Group Theory causal decoupling may theoretically provide a more intuitive and mathematically rigorous way to understand causal relationships, especially in highly structured systems. Compared to traditional statistical thods, it requires less computational resources and ti.
Indeed, after continuous testing, this technique not only improves efficiency but also provides more precise causal decoupling because it can leverage the symtry properties of the system, which are particularly important in complex systems. It is especially suitable for scenarios with clear mathematical structures or physical laws..."
...
At the National Science Progress Award review eting, Chen Yiwen stood up tall and spoke eloquently.
Qiao Ze, Su Mucheng, Tan Jingrong, and Li Jiangao sat quietly by the side, listening to Chen Yiwen's performance.
Qiao Ze couldn't be bothered to answer such questions, Su Mucheng and Li Jiangao had no interest in showing off in such occasions, and Tan Jingrong, being a reserved person and usually busy, had no ti to morize the standard answers that Dou Dou had prepared, so Chen Yiwen took on this important task.
Indeed, the content now being answered is what Chen Yiwen morized over three days, and he was very familiar with it, which could be described as reciting it with ease.
Before the eting started, Dou Dou had prepared the PPT for the report and had readied twenty-seven questions on this subject, along with the most standardized answers. morizing those thousands of words, there would basically be no problem handling such a eting.
If there were questions from the review experts about the detailed mathematical principles, Qiao Ze was there to handle them. But according to Dou Dou's analysis, it was very unlikely that these questions would be asked. Because the Qunzhi System had already been validated by the market.
Youwei's related products had been selling like hotcakes, and Dou Dou was acknowledged as the pinnacle of global artificial intelligence technology. If one were to ask such tough technical details to embarrass soone, it would an that the intelligence of the review committee mbers was in question.
But clearly, this is a false issue.
At least when there is no conflict of interest, the experts sitting on the stage today definitely have an IQ that is far above average.
Even with a conflict of interest, given Qiao Ze's current prestige in the academic community, unless their minds were scrambled, they wouldn't trouble the project team mbers. Especially with the ergence of Qiaoze Natural Science Award...
It's a natural science award nad after a living top mathematician, who is in his twenties and not even of marriageable age yet...
Yes, Professor Qiao Ze plans to get married due to a pregnancy, but when processing the paperwork, it turned out his age was insufficient, and this story has spread. Many people can't help but smile knowingly when they hear this gossip, but soon find they cannot laugh anymore.
Honestly, most people deliberately ignore Qiao Ze's age.
A distinguished scientist of the Mathematics Research Institute, a senior research fellow, a mber of the National Science Foundation expert database, one of the chief scientists of the 893 Project, a candidate for the National Major Natural Science Award, the founder of Qiao's Algebraic Geotry theory, the chief designer of strong artificial intelligence, the theoretical founder of Huaxia's self-developed photolithography factory project, the overall commander of the Deep Sea unmanned group system, and the mathematical genius who solved the Yang-Mills conjecture and Mil's conjecture.
Not to ntion, this individual also controlled the material model, discovered new elents, and won the Crawford Mathematical Award, though he has clearly declined to accept the award...
For a bigwig with such a series of titles to get married, only to be found ineligible due to age, is enough to make a group of experts start laughing until they cry.
After all, for them, achieving any of these accomplishnts before the age of thirty could be a lifelong boast. But Qiao Ze not only achieved them all, but he is also not even 22 years old this year.
The population base of Huaxia always produces many exceptional individuals, but such a degree of exceptionality, throughout five thousand years of history, is probably singular and unparalleled.
When Qiao Ze launched the Group Wisdom project, his family's entire lineage was investigated. The conclusion was that this was probably a case of extre genetic mutation, focused particularly on the brain to achieve such results.
After all, the educational levels of Qiao Ze's parents are not considered high. They could even be described as low by today's standards.
The ultimate conclusion is that talent is inherently unreasonable, and Huaxia is blessed.
So the situation at the defense site is that Chen Yiwen stands there, speaking proudly and confidently, but the eyes of the experts on the stage are actually focused on Qiao Ze and Su Mucheng beside him. Qiao Ze, with a distracted look, stares straight ahead, wondering what is going on in his mind, while Su Mucheng leans on her head, watching Chen Yiwen beside her answer questions.
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