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Ransomware Isn't an 'Attack'—The Danger of Misunderstanding the True Nature of Breaches

Examining the problem with calling ransomware incidents 'cyber attacks.' Rather than one-sided external attacks, they are internal defense failures—a perspective that leads to more effective countermeasures.

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Introduced but Unusable! Is the Cause a "Lack of Knowledge"? — A Consultant Unravels the Unexpected Issues After IT Implementation

Many companies face a common challenge where IT tools and systems are introduced but not effectively utilized afterwards. This article focuses on cases where stagnation is caused by a "lack of knowledge," explaining why this issue occurs and how to solve it from the perspective of an IT consultant.

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What I Learned After a Month with GPT‑5: Brilliance and Trade‑offs

A hands-on review of GPT‑5. While it shows remarkable progress in code generation, it also reveals unexpected drawbacks for natural writing. Why picking the right LLM for each use case matters.

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The Essence of AI Evolution Lies Not in 'Performance' but in 'Usage'

While AI evolution like GPT-5 is remarkable, what truly matters is not the technology itself but how we utilize it. This article deeply examines humanity's role and future direction by exploring historical and contemporary examples.

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Saying 'Thank You' to AI Costs Tens of Millions? Why Politeness Troubles Companies

A shocking revelation from OpenAI's CEO: Users being polite to ChatGPT costs the company tens of millions of dollars in electricity. Exploring the dilemma between morality and business efficiency.

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How to Choose the Right AI Model for Your Business: Cut Costs and Boost Efficiency

Using the top-tier AI model isn’t always the best choice. Selecting the right AI model suited to your business needs can reduce costs and improve operational efficiency. Learn how to optimize your AI usage effectively.

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The Pitfalls of Cost Reduction: Understanding the True Meaning of ‘One Step Forward, Two Steps Back’

Many companies try to reduce costs simply by stopping certain services, but hidden costs often lurk behind such decisions. This article explains the meaning of the ‘one step forward, two steps back’ scenario and discusses a fundamental approach to cost reduction.

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Why Doesn't Business Efficiency Improve Without a Sense of Crisis?

Why do companies suddenly rush to improve efficiency and cut costs only when facing financial difficulties? This article explores the psychology and organizational challenges that prevent proactive change and offers insights on taking preemptive action.

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Do You Know? The Crisis of "Model Collapse" When AI Continues to Consume Information

What happens when one AI learns from information generated by another AI? This article explains the frightening future of 'model collapse' where knowledge becomes increasingly contaminated.

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