Survival in the AI Age: Radical Truth






Ontology EXPOSED Palantir’s SHOCKING Secret

Global Economic Outlook and Key Understanding of Ontology: Existence, AI, Digital Twin

1. Understanding the History and Concept of Ontology

Ontology is the study of the nature of being and reality.
It is a long-standing research topic that began in the time of the early philosopher Aristotle (around 300 BC).
Since Tom Gruber incorporated it into computer science in the 1990s and established the concept,
It has been used as a rule system that clearly expresses data and objects.

2. Conceptual Modeling through Ontology and the Development of AI

Ontology gives various attributes such as name, gender, age, and occupation to the concept of ‘person’,
It is modeled as an individual object (e.g., Kim Cheol-soo, 35-year-old male working at Tesla Korea) and expressed as a knowledge graph.
Recently, language artificial intelligence utilizes knowledge graphs in databases to
It plays an important role in finding accurate answers to complex questions.
Economic outlook, global economy, AI, digital twin, and ontology are highlighted as key SEO keywords.

3. Distinguishing Between Essence and Attributes: Analyzing People and Companies

There are limitations to defining a person simply by name, age, or external attributes.
For example, the essence of a person is blood circulation and the central nervous system, which are essential for maintaining life.
You need to approach it as a state that solves problems.
The example of atoms and electrons, empty space, and electromagnetic force explains the gap between visual perception and actual essence.
Even in the case of companies, even though the numerous departments and members look different,
The greatest weakness (such as bottlenecks) determines overall capabilities, and this can be analyzed using the digital twin concept.

4. Reinterpreting Existence and Future Prospects through Ontology

In an era where AI is becoming increasingly advanced,
Rather than the superficial attributes we see
We must recognize the actual ‘state of solving problems’ as the essence.
By accurately expressing the essential attributes of both individuals and companies,
Customized solutions and economic prospects are possible through AI and digital transformation.
In other words, AI can only think integratively if the meaning of existence is clearly defined.

5. Utilizing Ontology in SEO Optimization and Economic Outlook

The concept of ontology for global economic outlook
Increase data reliability and allow language artificial intelligence to be more accurate
Helps to distinguish facts from meaning.
Core keywords such as economic outlook, global economy, AI, digital twin, and ontology
We need to effectively utilize this to deliver the latest information and analysis.

6. Concluding Remarks

Conceptual modeling based on ontology redefines the essential attributes of humans, companies, and data,
It tells us the important fact that our existence is manifested as problem-solving abilities and states, not appearances.
Through this, economic prospects and digital transformation strategies can be established in line with the AI era,
It can be seen that true essence analysis is essential for global economic, digital twin, and AI development.


In economic outlook and global economic analysis, ontology is not simply a superficial attribute, but the essence of existence.
It refers to the fundamental state to solve the problem.
This concept, which began in the time of Aristotle and was incorporated into computer science in the 1990s,
When modeling people or companies, it is not just a simple attribute, but life maintenance and problem-solving ability
Essential for quantitative analysis.
This essential approach plays a key role in AI, digital twins, and economic prospects,
Using global economy, AI, ontology, and digital twin keywords in the latest economic outlook blog
It is important to analyze so that readers can easily understand.

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*Source : [빅데이터닥터 BIGDATA DOCTOR] 온톨로지에 대한 충격적인 해설(feat. 팔란티어)




Urgent AI Dominance At Stake Nightmare Scenario Unveiled

Latest Global Economic Outlook: A New Paradigm of Investment Amidst AI Technology and Geopolitical Risks

Several Scenarios Where the World Could Perish

Focusing on the keywords: economic outlook, AI technology, geopolitics, portfolio, and China,
I’ve compiled factors that could lead to the world’s demise.
Threats such as climate change, pandemics, wars, debt crises, and low birth rates exist.
Each threat varies by era and can impact the global economic order.
It’s essential to deeply analyze not only simple destruction but also the impacts on the economic system and market structure.

Peter Thiel’s Warning and Totalitarian Single Government

Peter Thiel raises concerns about a totalitarian single government dominating the world, specifically a Chinese Communist Party-style control system.
A totalitarian single government is a state where one country or party seizes all power in every field and area.
If such a system spreads, there is a high possibility that new technologies, including AI, will be misused in military, public opinion, finance, and other sectors.
He warns that if a country like China, with data on 1.4 billion people and strong manufacturing competitiveness, seizes AI hegemony,
the global economic order could change drastically.

AI Hegemony and the Possibility of Military and Public Opinion Manipulation

The advancement of AI technology is not just innovation but can also be used as a weapon to strengthen military power and manipulate public opinion.
In China, AI is used for facial recognition and data control to monitor and control all citizens.
Problems arising from hacking or autonomous driving technology could affect not only military superiority but also financial markets.
This could further deepen global economic and geopolitical instability.

Technology Competition and Regulatory Issues Between the U.S. and China

The current U.S. values individual freedom and privacy, which limits data acquisition.
On the other hand, China has an advantage with its vast population data, manufacturing competitiveness, and government-led AI technology development.
The U.S.’s characteristics of regulation and vested interest protection slow down the pace of innovation,
ultimately leading to the possibility of China seizing economic and technological hegemony.
Amidst these geopolitical risks, the global economic outlook becomes uncertain.

Investment Portfolio Management and Geopolitical Risk

Amidst the changes of the times, such as geopolitical conflicts and the hegemony competition of AI technology,
we must reassess how safe our respective portfolios are.
Investment strategies excessively focused on one country or sector increase risk.
Diversification and risk management are essential,
and strategies are needed to actively respond to international affairs and economic prospects.
It is more important than ever to review portfolios and reflect global economic uncertainties.

Future Prospects and Key Considerations

Current technological advancements and global geopolitical instability are elements that will inevitably affect the future.
The factors that could lead to the world’s demise have the potential to reshape the entire economic system beyond simple threats.
Now is the time to consider what measures to take, focusing on keywords such as global economic outlook, AI technology, geopolitics, portfolio, and China.
Both investors and the general public need to broaden their perspectives in preparation for the changing times.


In the latest economic outlook, various threats such as climate, pandemics, wars, and low birth rates affect the economic system.
The totalitarian single government warned by Peter Thiel, especially the Chinese Communist Party-style system, uses AI technology as a weapon,
raising the possibility of strengthening control in all directions, including military, public opinion, and finance.
Technology competition and regulatory issues between the U.S. and China destabilize the global economic order,
and in a situation where geopolitical risk is increasing, portfolio diversification and risk management are essential.
In the future, we must pay attention to the global economic outlook and geopolitical risk and re-examine investment strategies.

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Latest Trends in Geopolitics
Portfolio Diversification Strategies


*Source : [이효석아카데미] [그냥효] 미국이 AI 패권을 놓치게 되면 벌어지게 될 정말 끔찍한 일은 ‘이것’




Trump’s 40-Year Game Plan Shocking US Future

World’s Best Global Economic Outlook Analysis – Comprehensive Understanding of Key Topics Such as US Economy, Trump, Dollar Hegemony, AI Innovation, and Crypto Market

1. The Trajectory of the US Economy Over 40 Years and the Cost of Free Trade

The United States has promoted free trade while showing favor to other countries over the past 40 years.
Thanks to its manufacturing and technological innovation, the US economy has achieved significant growth.
However, behind the scenes, there is a massive debt (around $26 trillion) and efforts to maintain dollar hegemony.
As a result of showing generosity to other countries, the United States bears internal and external burdens.
This historical background acts as a core competitive advantage for the US economy today.

2. Trump’s New Directional Shift and Future Strategy

Trump breaks away from the generous policies of the past and presents a new economic strategy.
He intends to shift the existing free trade order through tariffs and policy changes.
Trump wants to overturn the image of the US being ‘nice’ while incurring losses over the past 40 years.
He dreams of economic revitalization through technology, manufacturing, and AI innovation in the future.
Trump’s remarks and policies convey the message that one should invest in US stocks.

3. Global Economic Crisis and Investment Risk Analysis

There are factors of instability in the financial market, such as the surge in 30-year Treasury yields and the liquidation of hedge funds.
The gap between debt ratios and growth rates in major developed countries, including the US, Germany, and Japan, is notable.
The importance of upside risk and risk management is highlighted.
Stablecoins and the crypto market are also moving quietly, and the debate surrounding the future of dollar hegemony is intensifying.

4. AI Innovation, Investment Democratization, and the Advent of the Tokenization Era

Technological innovations like AI and GPT are leading to coding and productivity improvements.
US Big Tech and tech companies are expected to lead AI innovation and create a new ‘Next Wow’.
New investment paradigms such as investment democratization and tokenization are emerging, which will increase asset accessibility.
Democratized investment systems can solve existing wealth concentration problems and provide opportunities for everyone.

5. Competitive Structure Between the US and China and Future Prospects

The US and China are clashing in various aspects, including technology, manufacturing, and financial systems.
The US is preparing for the future through AI innovation, the crypto market, and a US stock-centric economic environment.
China is challenging as a latecomer with tariff policies and state-led economic strategies.
Both countries are expected to engage in fierce competition in the global economic order, dollar hegemony, and intangible asset competition.

6. Key Investment Points and the Long-Term Superiority of US Stocks

The US has laid the foundation for economic growth through past free trade and moral authority.
Trump’s policy changes are seen to provide long-term investment opportunities rather than short-term shocks.
US stocks are still attractive in various fields, including Treasuries, the dollar, AI innovation, crypto, and tokenization.
Investors should closely examine the future direction of the US economy and global risks.

<Summary>

The United States has maintained dollar hegemony and grown over the past 40 years thanks to free trade and generous policies.
Trump is turning these practices around and unfolding a strategy to open new markets such as technological innovation and manufacturing revitalization.
Global financial instability factors such as the surge in 30-year Treasury yields, hedge fund liquidation, and stablecoins also exist.
With the advent of the investment democratization era, such as AI innovation and tokenization, the long-term investment attractiveness of US stocks remains unchanged.
In the competitive structure between the US and China, the US economy is likely to continue to maintain global leadership.

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*Source : [연합뉴스경제TV] 미국이 보여줄 앞으로의 40년. 트럼프는 이미 계산 끝났다 (이효석) | 인포맥스라이브 250418




PBR 0.8 – Danger Zone

Key Highlights of the Latest Global Economic Trends and Changes in the Korean Stock Market, Samsung Electronics, and the Chinese Economy

1. 2018~2019: Trade War Outbreak and Global Economic Instability

In 2018, the U.S.-led trade war began with the start of Trump’s first term.
Global trade volume and exports plummeted, severely impacting export-oriented countries like South Korea.
In 2019, the U.S. market showed signs of recovery, but the Korean market did not recover along with it and continued its decline.

2. Samsung Electronics Recovery Signals and Expectations for the Korean Stock Market

Samsung Electronics hit its bottom amid foreign selling pressure, but recently, recovery signs have been observed.
Uncertainties between Samsung Electronics and consumers due to tariff issues have been improved as of yesterday.
The decision to postpone tariffs on PCs and smartphones may alleviate concerns about weak consumption.
Historically, KOSPI has often rebounded within an average of 4-8 months after purchasing in the PBR (Price-to-Book Ratio) 0.8 or lower range.
Therefore, it is interpreted as an attractive time to seize bottom-buying opportunities.

3. China’s Economic Strategy and AI/Advanced Technology Innovation

China is inducing capital investment with asset allocation strategies such as interest rate cuts and is working to boost the economy.
Meanwhile, breakthroughs in advanced technology sectors such as AI innovation, drones, robots, and autonomous driving
are expected to positively impact asset allocation worldwide, as Chinese companies’ stock prices rise.
These changes are noteworthy in that they can have ripple effects on the Korean market.

4. Tariff Fluctuations and the Possibility of Economic Recession

The impact of U.S. tariff policy on the Korean economy is significant.
Initial expectations were for an effective tariff rate of around 20%, but it has recently risen to 25%, and could potentially reach 30% depending on the situation.
Tariff increases lead to reduced consumption, which can negatively impact the overall economy by reducing the income of U.S. consumers.
Conversely, tariff reductions or flexible adjustments act as important variables that can lower the risk of economic recession.

5. Investment Timing Based on Past Statistical Analysis

Historical data analysis shows that there have been numerous cases of recovery within an average of 4 months to a maximum of 8 months after a sharp drop in stock prices.
KOSPI has a good chance of recovery when purchasing in the PBR 0.8 or lower range, and based on past cases,
the probability of resuming a long-term upward trend is higher even in a short-term recession situation.
Investors need to recognize the current situation as a “bottom-buying” opportunity and pay attention to the long-term global economic outlook.

Summary

South Korea was hit hard by the aftermath of the 2018 trade war, but
recovery signals from Samsung Electronics appeared along with the U.S. rebound in 2019.
China is working to boost its economy with AI/advanced technology innovation and asset allocation strategies,
affecting the global economy and the Korean stock market.
Although there is a possibility of reduced consumption due to tariff policy changes,
considering the cases of recovery within an average of 4-8 months after purchasing at a PBR of 0.8 or lower in past statistics,
the current situation can be interpreted as a buying opportunity rather than a short-term recession.
Key SEO Keywords: Global Economy, Korean Market, Economic Outlook, Samsung Electronics, Trade War

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*YouTube Source: [와이스트릿 – 지식과 자산의 복리효과]


– 만약 이 시나리오 터지면 코스피 PBR 0.8도 위험합니다 / 김태홍 대표 (5부)




**EcoPro’s -70% Plunge: One-Month Rescue?**

Summary of Economic Market Trends: Analyzing the Bottomed-Out Market, ESS, and LG Energy Solution Outlook

1. Understanding the Current State of the Market Bottom

Prices have fallen by over 80% compared to three years ago.

With such a significant drop, it feels like the market has already hit its bottom.

However, it’s not making a decisive push forward, making a market rebound challenging.

This situation is a crucial variable in economics, the global economy, industry trends, market analysis, and investment strategies.

2. LG Energy Solution and ESS Order Outlook

Rumors are circulating that LG Energy Solution has secured 10 trillion KRW in ESS orders from overseas markets like China.

This raises the possibility of meaningful results appearing around the third quarter.

In particular, if ESS-related orders are reflected in actual performance, it could be a major turning point in terms of industry trends and investment strategies.

3. Analysis of Cathode Material Export Trends

Recently, cathode material exports in February increased by 15% compared to the previous month.

This figure suggests positive changes in the short term, raising expectations for a market recovery.

The increase in cathode material exports is an important indicator of the global economy and industry trends.

4. Short-Term Investment Strategies and Response Measures

Although the current market situation has generally declined, recovering just one-third of the total decline could lead to a return to similar price levels in a month.

This is a good example of risk management and systematic portfolio adjustment in short-term investment strategies.

It’s worth re-examining investment decisions based on key keywords such as economics, the global economy, industry trends, market analysis, and investment strategies.

Summary

Prices have fallen by over 80% compared to three years ago, appearing to have bottomed out, but the rebound is minimal.

LG Energy Solution is expected to improve its third-quarter performance due to expectations of securing 10 trillion KRW in ESS orders from markets like China.

Cathode material exports increased by 15% in February compared to the previous month, a positive sign.

As a short-term investment strategy, utilizing only a portion of the total decline is projected to potentially recover prices to similar levels within a month.

Economics, the global economy, industry trends, market analysis, and investment strategies are the key keywords of this analysis.

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ESS Order Forecast

Cathode Material Export Trends

*YouTube Source: [달란트투자]


– -70% 넘게 빠진 에코프로. 고점에서 물렸다면 딱 ‘한 달만’ 이렇게 하세요⎮김동엽 대표 2부

 ● Ontology EXPOSED Palantir’s SHOCKING Secret Global Economic Outlook and Key Understanding of Ontology: Existence, AI, Digital Twin 1. Understanding the History and Concept of Ontology Ontology is the study of the nature of being and reality. It is a long-standing research topic that began in the time of the early philosopher Aristotle (around…

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