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Examining the Data Utilization Issue Between DeepSeek and ChatGPT

With the development of AI technology, we consider the need to view data utilization issues not just as conflicts between specific companies, but as a broader concern about "AI data usage in general."

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A New Success Model for AI Development? DeepSeek and Dynamic Capability

This article explains how DeepSeek, under US semiconductor sanctions, evolved AI development with low cost and high efficiency, and the power of dynamic capability behind it.

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DeepSeek-V3 Overturning Industry Norms - Tectonic Shifts in the AI Market

This article explains in detail the structural transformation of the AI industry suggested by DeepSeek-V3's remarkable performance and cost efficiency. Based on benchmark data analysis, we explore the future outlook of the AI market.

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Latest Benchmark Comparison Analysis of Major AI Language Models

The latest report comparing and analyzing the performance of DeepSeek V3, Claude-3.5, GPT-4o, Qwen2.5, and Llama3.1 in detail from the perspectives of English, coding, mathematics, and Chinese language capabilities

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The Rise of Low-Cost AI Disrupting Investment Structures - Is This the End of the Massive Infrastructure Bubble?

This article examines the impact of cost reduction demonstrated by DeepSeek-V3 on AI-related investments and potential changes in market structure it may trigger.

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The Irony of Japan's Comfortable Stagnation

True transformation often comes with temporary discomfort. This article examines how Japanese companies' obsession with 'comfortable change' for all stakeholders is preventing meaningful transformation.

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The Difference Between Data Visualization and Simple Graphing - Understanding the Essence of Data Visualization

Do you think 'data visualization' is just about creating graphs? This article explores the true essence of effective data visualization that goes beyond simple charting. We'll clarify common misconceptions in data analysis and guide you toward more impactful data utilization.

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The Efficiency vs. Productivity Misconception - Why Japanese Companies Miss the Point

In the age of AI and automation, many fall into the trap of equating 'efficiency' with 'making work easier.' This article explains what true productivity improvement means, why mere operational efficiency falls short, and offers concrete solutions to address these challenges.

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The Growing Risk of Vendor Lock-in in an Era of Accelerating Technological Evolution

In today's rapidly evolving technological landscape, the dangers of vendor and service lock-in have never been greater. With AI and other cutting-edge technologies advancing at breakneck speed, the services and tools we rely on today could become obsolete tomorrow. This article explores the risks of becoming 'locked in' and provides strategies to maintain flexibility in this dynamic environment.

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