● AI Revolution, Leaders Must Adapt
Leader’s AI Utilization: Global Economic Outlook and the Fourth Industrial Revolution Era, Why Leaders Must Use AI Differently?
AI Utilization Strategies for Leaders – Depth and Breadth Approach
Leaders emphasize the importance of not simply using AI to achieve quick results, but rather to utilize it deeply from prompting to tool selection.
While the same ChatGPT may be available, leaders must establish prompt strategies that reflect the characteristics of their work and decision-making processes, unlike general employees.
The core of this is to experience various AI tools (e.g., A-dot, Clova Note, ZenSpark, etc.), understand the characteristics of each tool, and apply them according to different roles.
Leaders should accumulate insights through long conversations with AI and share them with team members to establish the overall strategy of the organization (AI-based AX strategy).
This approach plays a crucial role in leading not only simple work efficiency but also global economic competitiveness and trends in AI during the era of the Fourth Industrial Revolution.
Enterprise AI and AX Strategy – The Power to Drive Organizational Change
The use of AI by leaders must not only improve individual capabilities but should also lead to enterprise-wide AI innovation based on tools and experience.
The AX strategy aimed at solving company-specific problems and maximizing efficiency shows that leaders must proactively use AI for hands-on experience and adjust strategies through direct modification and pivoting.
Within the flow of global economics and the Fourth Industrial Revolution, this change plays a critical role in innovating work processes within companies and transforming business models.
Leaders should not focus solely on short-term results but should spread the insights provided by AI across the entire organization through ongoing discussions and meetings.
In this process, rather than seeking immediate results akin to “a magic solution,” true innovation can be cultivated through long-term, in-depth conversations and repeated reviews.
Practical Application Methods – A Culture of Leaders Experiencing and Sharing
Leaders must experiment with AI tools and various prompt techniques directly and spread the culture of AI utilization within their teams based on their experiences.
For example, they are advised to develop customized AI usage methods considering the nature of their tasks, such as organizing meeting minutes, conducting interviews, and preparing presentations.
Experiences gained from direct usage provide substantial insights beyond mere consulting reports, allowing team members to derive creative ideas based on this.
Additionally, insights gained from long conversations with AI can be used to innovate processes throughout the organization and reflect on strengthening global economic competitiveness and upcoming trends in AI and economic forecasts.
Ultimately, leaders’ active participation becomes crucial in the overall adoption of AI in the organization and strategies responding to the Fourth Industrial Revolution, serving as the key to preparing for the future.
Key Points – Summary in News Format
• Leaders’ utilization of AI requires depth in prompts and diverse tool strategies tailored to the characteristics of the work, rather than mere tool usage.
• The adoption of enterprise AI that can lead AI trends in the context of global economic change and the Fourth Industrial Revolution is essential.
• Leaders must craft the organization’s AX strategy based on insights accumulated through long conversations with AI, achieving both efficiency and innovation.
• Moving away from traditional consulting-centered approaches, fostering a culture where leaders experience and verify the diverse possibilities of AI tools firsthand is crucial.
• The insights generated through the conversation process, rather than the final output, significantly empower leaders’ decision-making and future strategy formulation.
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*Source: [ 티타임즈TV ]
– “리더는 AI를 빨랫방망이 두드리듯 써야 합니다” (김지현 테크라이터)
● Economic Turmoil Sparks Startup Revolution
Global Economic Outlook and AI Trend Insights Connecting Entrepreneurship Trends in the Era of the Fourth Industrial Revolution
Lessons from Failure and Success Amid Economic Crisis and Entrepreneurial Challenges
CEO Hong Seok-cheon’s message shared through his numerous experiences of restaurant closures goes beyond mere tales of entrepreneurial failure or success; it illustrates the attitude of entrepreneurs who continuously strive for challenges amid the uncertainties of the global economy.
The lessons learned from persevering through failures resonate even more in today’s economic outlook and in the context of the changes brought about by the Fourth Industrial Revolution.
He conveys that “all experiences ultimately revolve around communication with people and creating sustainable value,” sharing examples of how he has maintained his spirit of entrepreneurship even through various crises and adversities.
This serves as a significant insight for those daring to venture into entrepreneurship in a volatile global economy.
Content and Local Economic Revitalization in the Era of the Fourth Industrial Revolution and AI Trend
Recently, in the era of the Fourth Industrial Revolution, the integration of technology and creativity through AI Trend has brought about innovative changes across the economy.
In an interview, CEO Hong proposed ways to stimulate the economy during the day and night by leveraging local tourism infrastructure such as traditional markets, night markets, and swaying bridges.
This shows that beyond just culture or tourism, incorporating AI and data technology can provide innovative solutions in areas such as consumer patterns and forecasting local economic demand.
For instance, by analyzing tourists’ visitation patterns using AI technology and planning tailored local festivals or events based on this analysis, traditional economies and new economies can be successfully connected.
Resilience and Innovation – Economic Outlook Beyond Failure to Success
CEO Hong’s life graph and varied entrepreneurial challenges remind us all of the importance of resilience.
In particular, his case of seeking new directions with “his own ideas and convictions” amid challenging economic conditions like post-COVID economic instability, rising labor and material costs provides significant implications for the global economic outlook.
Moreover, by leveraging AI Trend for technical analysis and innovative idea generation, entrepreneurship and economic forecasts can become clearer.
Global Economy and AI Utilization – Future Entrepreneurship and Economic Outlook Strategies
Today, the global economy is greatly influenced by digital transformation and the advancement of AI technologies.
The ‘ideas’ and ‘convictions’ that CEO Hong spoke about serve as vital competitive advantages even during economic downturns, and when combined with AI Trend, the likelihood of entrepreneurial success increases.
For example, utilizing AI for consumer behavior prediction, building smart tourism infrastructure, and adopting innovative technologies related to the Fourth Industrial Revolution provide distinct competitive advantages over traditional entrepreneurial approaches.
These changes naturally incorporate the best SEO keywords related to the global economy, economic outlook, Fourth Industrial Revolution, AI Trend, and entrepreneurship, presenting an important direction for moving forward.
News Insights – Key Points Not Covered by Other Media
While general news or YouTube often focus only on success stories, this interview emphasizes the resilience gained through failures.
- The attitude of challenging oneself without losing genuine conviction and ideas even in the face of economic crises.
- Proposing sustainable development strategies by integrating AI technology and data analysis to revitalize traditional culture and local economies.
- Overcoming personal trials and using failures as a stepping stone to introduce innovative ideas and new models in tomorrow’s economic outlook.
These points can significantly aid in establishing entrepreneurial and economic outlook strategies during the transitional period of global economic instability and the Fourth Industrial Revolution.
[Related Articles…]Summary of Hong’s Success SecretsSummary of Entrepreneurial Insights
*Source: [ 지식인사이드 ]
– 식당 수십번 넘게 폐업하고 깨달은 ‘한 가지’ㅣ서경석의 인생수업 EP.5 (홍석천 탤런트)
● AI Breakthroughs, Economic Revolution
DeepSeek Math V2 and Tencent HunyuanOCR: A New Turning Point in AI Technological Innovation and Economic Trends
Key Content Preview
DeepSeek Math V2 is achieving results at the level of an International Mathematical Olympiad (IMO) gold medal by autonomously verifying the logic of mathematical proofs through a student-teacher-supervisor loop system.
Tencent’s HunyuanOCR, a 1B parameter OCR model, demonstrates superior performance in actual document recognition and multilingual processing compared to massive VLMs (vision-language models) with billions of parameters.
Both models showcase how smaller-sized expert models can surpass larger models in crucial tasks, signaling a new change in AI and economic trends.
DeepSeek Math V2: An Innovative Mathematical Reasoning System
This model goes beyond the simple answer derivation approach,
introducing a verification system for the entire problem-solving process.
- Student-Teacher-Supervisor Loop: The student (generative model) presents proofs, the teacher (verification model) evaluates them, and the supervisor further verifies the validity of that evaluation.
- Self-Evaluation System: The model is encouraged to recognize and correct not only its answers but also the errors in its processes.
- IMO-Level Verification: With a proof system capable of almost perfectly solving problems at the level of the International Mathematical Olympiad, it focuses on the logic and process of proofs rather than merely the answers.
Thanks to this system, DeepSeek Math V2 is expected to significantly influence AI technology development and global economic and technological innovation.
In particular, it naturally incorporates SEO keywords related to “global economy,” “AI trends,” “economic growth,” “future economy,” and “technological innovation,” which is advantageous for search optimization.
Tencent HunyuanOCR: The Power of Lightweight Models and New Practical Design
Tencent’s HunyuanOCR integrates the existing complex OCR pipeline into a single end-to-end model, boasting excellent efficiency.
- Maintaining Original Resolution and Aspect Ratio: It preserves the original structure of images while processing various types of documents, such as documents, receipts, and tables.
- Adaptive Connection Module: It compresses visual tokens effectively to transmit information efficiently, reducing the burden on the language model.
- Multidimensional Location Recognition (XD ropey): It recognizes not only text but also height, width, and temporal axes within pages, accurately handling multilingual and complex layout documents.
This design ensures low latency and reliable performance in actual industrial settings, reflecting the latest economic and IT-related search optimization keywords concerning the economy, technological innovation, AI development, and future economic trends.
The Implications of Both Models for Economy and AI Trends
The emergence of these two models highlights examples of expert AI models replacing larger models.
Such changes are expected to have substantial impacts on economic growth, investment insights, and global market competitiveness beyond mere technological advances.
- Global Economy: Innovations in artificial intelligence technology create new business models and investment opportunities, not only for traditional industries.
- AI Trends: Rather than large integrated models, detailed and efficient expert models demonstrate practical and stable performance across various fields, applicable in multiple industries.
- Economic Growth and Future Economy: The lightweight models, with their cost efficiency and low latency, will be adopted by SMEs and startups, accelerating the digital transformation of the overall economy.
Key Additional Details
- The innovation point of DeepSeek Math V2 lies not simply in scoring correct answers but in a self-reflective mechanism that verifies and improves the process of mathematics.
- This model implements a closed-loop system that continuously evolves by increasing learning data, indicating potential applications in solving various problems in the future.
- Tencent HunyuanOCR significantly improves issues commonly encountered in existing OCR systems, such as layout distortion or image degradation, allowing for high reliability in real document environments.
- Both models achieve high performance with small parameters, serving as crucial cases that prompt a reevaluation of investment efficiency in costly large-scale AI systems.
- In particular, these technological advancements can serve as key references in establishing global economic outlooks, investment strategies, and innovative economic policies.
[Related Articles…] DeepSeek Innovation Analysis | HunyuanOCR Latest Trends
*Source: [ AI Revolution ]
– DeepSeek’s New AI Just Surpassed Gemini 3 DeepThink With Brutal Logic
