Night of May 19
Putin has already arrived in Beijing.
Go to the airport to greet him
a vice-state-level leader of the Communist Party of China
Foreign Minister Wang Yi
And on the evening of May 13, six days earlier
When Trump arrived at Beijing airport
He was greeted by a top-ranking leader of the Chinese Communist Party.
Vice President Han Zheng of the People's Republic of China
The position of Vice President of this country
Although it is administratively classified as a vice-state-level entity
But in reality, fully enjoying the political honors accorded to a vice-premier-level official
And living benefits
In addition, the Chinese Communist Party
The rule that rank follows the person
Han Zheng previously served as a member of the Standing Committee.
State-level elite
From this perspective,
He should also be counted as a national-level principal leader.
So, likewise, the visit of a major country's leader
The person who receives you is different.
This difference is no coincidence.
It's not a problem with the schedule either.
This is very likely a deliberate political signal intentionally released by Beijing.
Another recent study shows
The Chinese Communist Party is poisoning AI models for free.
The global models have nearly all been compromised.
What's going on here?
How does it achieve that?
Meanwhile
Iran remains unstable.
Israeli media hinting
The U.S. and Israel are still jointly preparing for war.
And this new situation is precisely what Beijing fears.
Why do you say that?
Today, I'll break down the program for you one by one.
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First, let's mention that Trump and Putin visited in succession.
Arrange different people to pick up the guest
What is the underlying intention?
You must know
The difference between Han Zheng and Wang Yi may go beyond just their titles.
On the surface
Han Zheng is the Vice President of the State.
Wang Yi is the Foreign Minister.
The title of Vice Chairperson is nominally higher.
But within the actual power structure of the Chinese Communist Party
The value and prestige of these two positions
They are not even in the same league.
Vice-Presidential Position of Han Zheng
It is a typical ceremonial placement position.
After the completion of his term in the Standing Committee of the Political Bureau
Transferred to Vice Chairperson
This is a transitional arrangement provided by the Chinese Communist Party for senior officials before their retirement.
No actual policy-making authority
The main responsibility is attending the ceremony.
Welcoming foreign guests represents the country's image.
But Wang Yi is different.
From the perspective of diplomatic etiquette,
It would be even more impressive to send Han Zheng to welcome them.
The Chinese Communist Party seems to be showing even greater courtesy toward Trump.
Of course, there are also different perspectives.
For example, some people believe
Wang Yi is the current Foreign Minister.
Simultaneously serving as a member of the Political Bureau
Report directly to Xi Jinping
The actual operator of China's foreign policy
Where did he appear?
Beijing was serious about that matter.
Substantial involvement
Therefore, this perspective holds that
Let the people who actually do the work go to greet Putin.
Trump just needs to show up and talk about interests and grandeur.
However, this explanation seems more like
Some pro-Russian self-consolations
Actually, in such occasions
Of course, the rank of the welcome party should be more important.
I'd also like to hear your perspective.
If you think Wang Yi received Putin
It was Teacher Li on X who said so.
the sarcastic implication of the saying "there are no filial sons before a long illness bed"
reflecting the stance on the Russia-Ukraine war
Drunk and battered by the winds of time, Putin is in a pitiful state.
Not so solemn in terms of ceremony
Write A in the comment section
If you consider Wang Yi to be more pragmatic
Write B
Or simply state your own opinion
In fact, Beijing arranged for Han Zheng to welcome Trump.
There's also a hidden thread buried within.
Han Zheng in January 2025
I went all the way to Washington specifically.
Attended Trump's inauguration ceremony
Met with Elon Musk and several other American business figures
I have had prior dealings with these people who visited China this time.
In other words
After Han Zheng became Vice Chairman of the People's Republic of China
He habitually plays the role of
A ceremonial role in contact with the Trump team
This delicate arrangement
It also reflects the authorities' decision to send Han Zheng.
Want to achieve bonus points for etiquette
The dual purposes of personal connections politics
Of course.
Beijing sent Wang Yi to greet Putin.
There may also be a deeper intention behind it.
Although not as grand as Han Zheng's
But it's not exactly impolite either.
Because Wang Yi is a powerful figure in foreign affairs
Wang Yi greets Putin
Corresponds to the specifications of the strategic partner
state relationships that require engagement by figures with diplomatic authority
From this perspective, it's merely providing you with an additional reference point of view.
There will certainly be some stories arising from Putin's visit to China.
We will continue to monitor it.
And everyone knows
People describe the relationship between the Chinese Communist Party and Russia.
It's about huddling together for warmth.
U.S. lawmakers have long included China, Russia, Iran, and North Korea together
All are collectively referred to as the New Evil Center Country.
These four countries can ascend to this fortress.
Still able to stick together—truly deserved.
And the Chinese Communist Party has even more comprehensively infiltrated the incident.
Push to the limit
including the field of AI
You ask ChinaGPT a political question in Chinese.
Then ask the same question in English.
The same model, the same question
Two different languages
You know what the outcome will be?
The answer is likely to be vastly different.
Answering in Chinese is more inclined toward the Communist Party of China's position.
After evaluation, it was found that
In approximately 75.3% of similar situations
GPT's Chinese responses are more pro-Beijing.
This is not a conspiracy theory.
May 13, 2026
Five of the top universities in the United States
Jointly published in top-tier academic journals worldwide
Research findings published in Nature magazine
The scale of this engineering project is immense.
Not an ordinary academic paper
but the University of Oregon and Purdue University in the United States
University of California, San Diego
New York University, Pensions University
A joint effort by five prestigious universities
Composed of six groups from this study
Tracking a complete causal chain from beginning to end
Media content from the internet
Training data for AI
Then to the model's actual behavior
View the propaganda content of Chinese Communist Party official media
Has it entered the AI model's scope of consideration?
AI applications are currently very widespread.
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Then let's continue.
The joint research project involving the five schools mentioned earlier
They analyzed the world's largest currently available
Open-source Chinese training dataset
That is, the Common Cloud-derived dataset
They found it inside.
Over 3.1 million Chinese documents
Xinhua News Agency, People's Daily, and others
The wording of China's official media is highly overlapping.
This is up to 3.1 million documents
1.64% of the entire Chinese subset
1.64% doesn't seem like much, does it?
But let's compare it with another set of data.
Chinese Wikipedia
Its proportion within the same dataset
Less than one fortieth of this number
For example, the extent of infiltration of official media content
More than 40 times that of Wikipedia
More critically, the rhetoric used by Chinese Communist Party state media
In the Chinese internet world
Frequently targeted by many pro-China individuals or those who are unaware of the truth
Chinese media forwarding, quoting, or rewriting
It has long been disseminated throughout the entire Chinese internet ecosystem.
In other words
The rhetoric, ideology, and intentions of Chinese Communist Party state media
Has already been disguised as part of ordinary online content.
Widely copied across various websites and platforms
Has become the fertile ground for AI to draw Chinese content from.
The AI model cultivated using this kind of soil
What words could possibly be said?
It can be easily imagined.
Moreover, a researcher from Princeton University
Brandon Stewart
There is one more reminder that is extremely valuable.
Government-led content
Once entering AI training data
The AI model will automatically whitewash it into
Seemingly neutral and objective information
This will make it even more difficult to distinguish.
and the Chinese Communist Party's official media
Another reason for information pollution in AI models
It's the paywall established by Western media in recent years.
The Wall Street Journal, Financial Times
And publications such as The Economist, among others.
To read the full text, you need to pay.
AI models find it difficult to directly extract these articles.
Searching for Chinese content now means going to CCP state media.
Media websites tainted by Chinese Communist Party state-controlled media
Go to fetch the information
AI doesn't know whether someone is pro-China or not.
The more of this information it finds online, the more it learns.
This enables the Chinese Communist Party to conduct public opinion warfare and propaganda campaigns.
easily fed into almost all global AI models
And the result of this pollution
It is the conclusion of the aforementioned study.
The same question asked in Chinese and English respectively
In 75.3% of cases
The Chinese response from AI is more pro-Beijing.
This does not represent the model's overall pro-China stance.
but as long as you ask in Chinese
Bias may thus systematically arise.
This is at least harmful on three levels.
The first layer is information distortion.
And you don't know that you've been twisted
This is the most concealed layer.
You ask Chad GPT or Gemini in Chinese
Or Grok's take on the origin of COVID-19
Your answer
This framework and its emphasized focus
It would obviously be different if I asked you in English.
You asked about Microsoft's Copilot
Xinjiang does not oppress the Uygur people.
Respond in Chinese saying
The international community's view on the Chinese government's Xinjiang policy
There are differing opinions.
and characterize the relevant actions as
Related to safety and social stability
It also directs you to visit the official Chinese website.
This is not a refusal to answer.
It's giving you something that appears seemingly balanced
Striving for the Answer
The second level is also this study.
The most alarming point
Pollution spreads through open-source models
It will spread to places you never even imagined.
Alibaba's Q1 series models
Downloads between October and November 2025
Over 9.5 million times
More importantly
It became the foundation for approximately 2,800 derivative models.
Among these 2,800 derived models
A legal research platform from Brazil
There is also a chatbot specifically designed for Luganda.
Users and developers of those platforms
Probably doesn't even know the underlying model at all.
Built-in content control
Nor does he know what he is using himself.
Inheriting the rhetoric genes of the Chinese Communist Party
The third layer is this kind of content.
Have already penetrated another country's security judgment
For example, the Foreign Intelligence Service of Estonia
In the 2026 International Security Report
Tested DeepSeek
Then it issued a warning saying
When discussing Estonia's security affairs
DeepSeek deliberately concealed critical information.
And Chinese propaganda content was embedded in the answer.
This means even European countries' security analysts
If you accidentally used related tools
All may arrive at distorted geopolitical judgments.
So something similar to DeepSeek
This indigenous Chinese AI model from the Chinese Communist Party's country
Deliberate falsification
Considered possibly a daily staple meal
For example, there's also Alibaba.
The Cuban mentioned earlier
Asked about the Xinjiang detention centers
Designated as an educational and vocational training center
Fully replicate the official rhetoric
Ernie from Baidu is the same.
Will include the investigation reports from media and human rights organizations
A rumor fabricated by adversarial forces
Look at this matter from a different perspective.
We can see that over the past few decades
The Chinese Communist Party has turned propaganda into a systematic operation.
Highly mature infrastructure
Free, vast in scale, globally覆盖
It invests in this set of things.
The original goal was to influence the news you read.
AI has emerged now.
This infrastructure has also polluted these AI models.
Became its free echo chamber for deception
You at least knew in the past
You're watching Xinhua News Agency.
It is a Chinese Communist Party media outlet.
You may choose to believe or not believe.
But now, masked as an objective AI answer,
CCP propaganda in outer garments
Sometimes you may find it even harder to tell apart.
This situation exists in the United States and in Europe as well.
Taiwan and Hong Kong also have
Therefore, everyone must be vigilant about AI's Chinese responses.
And the Chinese Communist Party's infiltration worldwide
It is in fact no different from a war that continues to unfold.
And this time Putin's visit to China
I will definitely discuss another war with Xi Jinping.
It's the Iran war
The U.S. and Israel might still have to fight.
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Prior to the latest developments
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Alright, then let's continue with the situation in Iran.
Israel's Channel 12 reported on May 19.
Israel's assessment
Trump has already made up his mind to take military action against Iran.
Joint military preparedness efforts between China and Iran
Has been fully completed
Meanwhile
Another Israeli media outlet also reported
The Israeli army has already entered.
The highest state of alert since the ceasefire
The military concluded that failure to strike first would be unacceptable.
Iran may launch a preemptive attack.
Just before this message came out
Israel has just concluded a
A five-hour safety meeting
The attendees included the Chief of Staff of the Israel Defense Forces.
Zamir also has an air force commander.
Netanyahu also delayed it
Appearance in a legal case involving oneself
On the grounds of significant developments in the security situation
Intensify focus on decision-making efforts targeting Iran
Since February 28th, the U.S.-Israel joint forces
After launching a large-scale air strike against Iran
In early April, mediated by Pakistan
The U.S. and Iran have reached a two-week ceasefire.
Subsequently, both sides negotiated in Islamabad.
The conditions proposed by Trump include
Iran has suspended its uranium enrichment activities for 20 years.
Allow the U.S. side to inspect its inventory of high-enriched uranium.
and abolish its ballistic missile capability
Iran directly refuses
And Iran's bottom line is
The purity of the concentrated oil can be reduced.
Subject to the supervision of the International Atomic Energy Agency
But does not accept moving the materials overseas.
Nor do I abandon the ability to concentrate.
The gap between the two sides has never actually narrowed.
By May 11th
Israel's Channel 12
Quoting information from U.S. officials,
Trump is increasingly inclined toward resuming military operations.
Due to anger over Iran's behavior during the negotiations
A official said Trump would give them a lesson.
Vice President Vance and Special Envoy Vitková
Discussed the next steps with Trump at the White House on May 11.
May 17
Netanyahu convenes senior Israeli government officials
Assess various scenarios following the breakdown of negotiations
On the same evening
He speaks Mandarin with Comrade Chuan.
Discuss the possibility of resuming war against Iran
And Trump just said in mid-May
The ceasefire agreement is about to expire.
General Cooper, Commander of the U.S. Central Command
May 15th, briefing Trump at the White House on military options
Among them is a plan.
Deploy ground forces
Control over part of the Strait of Hormuz
U.S. media Axios reports
This plan is ready to be submitted to Trump for reference.
This means military options have always remained on the table.
Has never been scratched off
Negotiations are more like giving Iran one final chance.
rather than the U.S. genuinely preparing to compromise
The latest news is
The U.S.-Israel joint war preparations have been declared completed.
The signal is very clear.
The target of the next assault
Most likely, the nuclear facilities in Iran that have not yet been destroyed
Remaining missile capacity
And Iran itself in the previous round of conflict
Over a thousand missiles were launched
Enormous consumption
Nuclear facilities: Fordo, Natanz, Isfahan
Have already been in the previous airstrikes
Struck by the U.S. GBU-57 massive bomb
A U.S. Defense Intelligence Agency assessment report认为
Iran had already transferred it before the operation.
Some high-concentration oil inventory
However, the overall nuclear capability has already been severely weakened.
However, Iran at the end of its strength
Still defiant despite the ongoing preparations by the US and Israel for a new offensive
Iran's Deputy Parliament Speaker Hajj Babaei warned on May 11th
If Iran's oil facilities are attacked
They will take measures to bring America and the entire world
Oil cannot be obtained from the region for a considerable period of time.
This statement is a blatant threat.
It's also a sign of weakness.
It indicates that Iran has already been contemplating the worst-case scenario.
Although the latest news is
Trump halted the impending新一轮 of military strikes
But it does not mean that military threats are completely removed.
It still remains with the war ready to reignite at any moment.
More devastating to Iran
Iran itself is quite isolated internationally.
Only a few regimes, such as China and Russia, accompany it in maneuvering against the United States.
However, the Chinese Communist Party deliberately maintained a low profile during the conflict.
Not publicly endorsing Iran
Operate only behind the scenes
Russia is also entangled in the battlefield of Ukraine.
Unable to provide additional substantive support in the Persian Gulf
and the ongoing crisis in Iran currently
Many of the Chinese Communist Party's state-controlled media outlets are actively promoting the theory of American decline.
Actually, it's just the opposite.
The situation in Iran poses a more severe blow to the Chinese Communist Party.
It is reflected in at least three aspects.
The first is energy
China's annual crude oil imports through the Strait of Hormuz
More than one-third of its oil import volume
The Strait of Hormuz remains continuously closed or obstructed.
China's energy gap will be difficult to close in the short term.
Reliance on Russia or other channels for supplementation
The factories of the Chinese Communist Party during this period
Has already been under noticeable pressure
China's Producer Price Index for April
Up 2.8% year-on-year
The consumer price index also rose to 1.2%.
This is the transmission of energy costs driven by the Iran war
Not an economic recovery
Costs have gone up, but demand hasn't kept pace.
The Chinese Communist Party fears the simultaneous occurrence of inflation and a contraction in domestic demand.
The second level is investment loss.
Beijing secretly passed an oil loan in 2024
Financing of $840 million to Iran
Infrastructure projects supporting China-Iran relations
The situation in Iran continues to deteriorate.
These investments have almost all gone to waste.
The agreement signed by both sides in 2021
A 25-year cooperation agreement worth a total of 400 billion U.S. dollars
They are as good as useless in the face of war.
The third level is the geopolitical landscape.
China's meticulously cultivated energy backyard in the Persian Gulf
including Iran's cheap oil
Qatar's liquefied natural gas
and the entire Belt and Road energy corridor
They are all now wavering under the military pressure from the United States.
America's strategic intentions in this war are very clear.
Not only striking Iran's nuclear program
It is also about rebuilding America's leading position in the Middle East.
Objectively severed ties with the Chinese Communist Party
Cheap energy supply that sustains low-cost manufacturing industries
That is to say, everyone should not just look at some media
On the verge of collapsing, this operation undermines the United States.
Actually, the one most severely affected
Besides Iran itself
It's the Chinese Communist Party that is tightly bound to it.
Alright, that's the end of today's program.
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