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Can Claude for Excel and Cowork Really Automate Spreadsheets? A Comprehensive Guide to Accuracy, Risks, and Best Practices

A detailed explanation of spreadsheet automation using Anthropic's Claude for Excel and Cowork, covering formula entry methods, risk of errors, and correct usage based on the latest information.

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The New Trap Created by AI's Evolution — 'Undetectable Hallucinations' Are Spreading Through Society

As AI quality improves, hallucinations (false information generation) are becoming more sophisticated and harder to detect. We explore why confident misinformation emerges, its mechanism and social risks, and practical steps you can take right now.

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"AI for Efficiency" Was a Lie? The Real Reason Zuckerberg Admitted to IT Industry Layoffs

Meta CEO Mark Zuckerberg discussed the relationship between AI infrastructure investment and headcount reductions at an internal company meeting. At Meta, securing funding for AI investment was a more direct factor than "AI efficiency." Meanwhile, across the industry, AI investment expansion and organizational restructuring are proceeding simultaneously, and each company's circumstances are not uniform. This article carefully examines the reality of 2026 IT industry layoffs based on primary sources.

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The End of 'All-You-Can-Use AI': The Wave of Flat-Rate Plan Abolition and Smarter Ways to Use AI

Major AI services including GitHub Copilot, ChatGPT, and Claude are reviewing their flat-rate plans one after another and shifting to usage-based billing. This article explains why this change is happening, its impact on users, and smart strategies to respond.

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Measuring Work by 'Hours and Man-Months' Has Reached Its Limit — Moving Beyond Metrics That Don't Reflect Results

Many organizations still use working hours and man-months as the basis for evaluating work, setting compensation, and quoting projects. But these metrics have almost nothing to do with actual results. This article explains why they fail — and what to measure instead.

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Stop Over-Explaining. Images Carry 7x More Than Text — and Video, 5,000x More.

The reason your message isn't landing is probably not what you think. Images carry about 7x more information than text, and video carries 5,000x more. This applies to every email, memo, chat message, and social post you send — not just formal presentations.

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Is Claude Desktop Incompatible with NVM? Causes and Ultimate Solutions

Explains why NVM is not recognized by Claude Desktop and provides specific solutions to run MCP servers correctly. Covers handling both custom and external MCPs.

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2026 Guide: Comprehensive Analysis of Enterprise Cloud Storage & How to Choose the Right One

A deep dive into the 2026 cloud storage market for enterprises. We compare Box, Dropbox, Google Drive, OneDrive, Proton Drive, Nextcloud, and iCloud, covering features, pricing, security, and selection strategies.

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Why Microsoft 365 Copilot Fails: The Truth Behind 'Manual is Faster' and How to Fix It

'It's faster to do it myself.' 'It doesn't work as expected.' These are common frustrations when adopting Generative AI like Microsoft 365 Copilot. Discover why high-performers fall into the prompt swamp and learn actionable strategies to truly boost your productivity with AI.

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