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Systems That Aren't Being Used—Organizations That Can't Call It a Failure Can't Change

Systems were introduced with the assumption they would be 'usable.' If they're not being used, that's a failure. Organizations that don't acknowledge states requiring improvement as failures cannot change.

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The Day AI Model Companies Swallow the Tool Industry – From Search to Video to Music

AI model companies like ChatGPT and Gemini are beginning to incorporate entire tool industries—from search engines to image, video, and music creation—as their own built-in features. The era of independent tools is ending, and a new age where AI encompasses everything is arriving.

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AI Hallucinations: Corporate Risks - Lessons from Deloitte's $440K Refund Case

Deloitte Australia refunds approximately $440,000 due to AI report errors. A thorough examination of AI hallucination risks and countermeasures that Japanese companies cannot ignore

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Is Excel Obsolete? How AI is Ending 40 Years of Dependency

The fundamental problem: data never becomes a database. The bridge from analog to digital is complete

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NVIDIA's DGX Spark: The Compact AI Workstation That Changes Everything - Datacenter Performance on Your Desk

NVIDIA's revolutionary compact AI workstation 'DGX Spark' delivers 128GB memory and 1 petaFLOPS performance starting at just $3,000. Individual developers can now run 200 billion parameter AI models locally. A comprehensive look at this groundbreaking product accelerating AI development democratization.

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Are You Confusing Search with RAG? Understanding the Essential Difference Before Making the Wrong Technology Choice

Are you misunderstanding RAG as 'advanced search'? This article clarifies the confusion many developers fall into and explains the fundamental differences between search and RAG.

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Is YouTube Declining? How SNS Integration and AI Videos Are Reshaping the Video Platform's Future

The rise of short-form videos, the evolution of generative AI content, and SNS integration. An in-depth analysis of the three major challenges YouTube faces and the platform's future.

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Claude Sonnet 4.5's Coding Capabilities Are Excellent: My Hands-On Experience

A hands-on review of Claude Sonnet 4.5, released on September 29, 2025. An in-depth analysis of the world's best coding model that achieved a 77.2% score on SWE-bench Verified and can work continuously for over 30 hours.

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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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