<![CDATA[Stories by Jangwook Kim on Medium]]> https://medium.com/@kim-jangwook?source=rss-1cc0cba5b023------2 https://cdn-images-1.medium.com/fit/c/150/150/1*4Oylujeq0WL9q4C1NhcgWQ.jpeg Stories by Jangwook Kim on Medium https://medium.com/@kim-jangwook?source=rss-1cc0cba5b023------2 Medium Sun, 15 Nov 2026 06:25:19 GMT <![CDATA[Why Top-Down AI Adoption Works: The Real Reason Behind the 42% Failure Rate]]>

Limits of bottom-up AI adoption and organizational change management strategies. A systematic approach through workflow documentation and…

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]]> https://kim-jangwook.medium.com/why-top-down-ai-adoption-works-the-real-reason-behind-the-42-failure-rate-3265880b9acb?source=rss-1cc0cba5b023------2 https://medium.com/p/3265880b9acb Thu, 04 Dec 2025 04:26:29 GMT 2025-12-04T04:26:29.499Z <![CDATA[Build a RAG System in 5 Minutes with Google Gemini File Search]]>

A practical guide to building document search and Q&A systems using Gemini File Search Tool announced in November 2025, without complex…

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]]> https://kim-jangwook.medium.com/build-a-rag-system-in-5-minutes-with-google-gemini-file-search-fda72979a9e3?source=rss-1cc0cba5b023------2 https://medium.com/p/fda72979a9e3 Wed, 19 Nov 2025 00:07:02 GMT 2025-11-19T00:07:02.925Z <![CDATA[Verbalized Sampling: A Training-Free Prompting Technique to Restore LLM Diversity]]>

Verbalized Sampling tackles mode collapse after alignment by prompting models to verbalize probability distributions, achieving 1.6–2.1x…

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]]> https://kim-jangwook.medium.com/verbalized-sampling-a-training-free-prompting-technique-to-restore-llm-diversity-5fe13b7832dc?source=rss-1cc0cba5b023------2 https://medium.com/p/5fe13b7832dc Wed, 12 Nov 2025 14:43:57 GMT 2025-11-12T14:43:57.136Z <![CDATA[Claude Skills Complete Guide: From Project Implementation to Practical Know-How]]>

A practical guide documenting the journey from introducing Claude Agent Skills to real-world implementation, including trials, errors, and…

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]]> https://kim-jangwook.medium.com/claude-skills-complete-guide-from-project-implementation-to-practical-know-how-735cc259d1a2?source=rss-1cc0cba5b023------2 https://medium.com/p/735cc259d1a2 Fri, 31 Oct 2025 13:22:21 GMT 2025-10-31T13:22:21.869Z <![CDATA[Specification-Driven Development in the AI Era: Writing Code with Markdown]]>

Complete guide to systematic AI development with GitHub Spec Kit.

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]]> https://kim-jangwook.medium.com/specification-driven-development-in-the-ai-era-writing-code-with-markdown-9cd2586710fd?source=rss-1cc0cba5b023------2 https://medium.com/p/9cd2586710fd Sun, 19 Oct 2025 10:43:15 GMT 2025-10-19T10:43:15.227Z <![CDATA[Snowflake社が語る、AI時代の成長を左右する「データ品質」の重要性]]>

AI導入の壁：なぜ多くのプロジェクトは実験段階で終わるのか？

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]]> https://kim-jangwook.medium.com/snowflake%E7%A4%BE%E3%81%8C%E8%AA%9E%E3%82%8B-ai%E6%99%82%E4%BB%A3%E3%81%AE%E6%88%90%E9%95%B7%E3%82%92%E5%B7%A6%E5%8F%B3%E3%81%99%E3%82%8B-%E3%83%87%E3%83%BC%E3%82%BF%E5%93%81%E8%B3%AA-%E3%81%AE%E9%87%8D%E8%A6%81%E6%80%A7-f8e041d8d025?source=rss-1cc0cba5b023------2 https://medium.com/p/f8e041d8d025 Wed, 24 Sep 2025 00:02:04 GMT 2025-09-24T03:10:37.823Z <![CDATA[【速報】OpenAI、アジア太平洋地域初の公式サービスパートナーとしてThinking Machinesを指名！ビジネスAI活用が新時代へ]]>

OpenAI、アジア太平洋地域で初の公式サービスパートナーを発表

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]]> https://kim-jangwook.medium.com/%E9%80%9F%E5%A0%B1-openai-%E3%82%A2%E3%82%B8%E3%82%A2%E5%A4%AA%E5%B9%B3%E6%B4%8B%E5%9C%B0%E5%9F%9F%E5%88%9D%E3%81%AE%E5%85%AC%E5%BC%8F%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%83%91%E3%83%BC%E3%83%88%E3%83%8A%E3%83%BC%E3%81%A8%E3%81%97%E3%81%A6thinking-machines%E3%82%92%E6%8C%87%E5%90%8D-%E3%83%93%E3%82%B8%E3%83%8D%E3%82%B9ai%E6%B4%BB%E7%94%A8%E3%81%8C%E6%96%B0%E6%99%82%E4%BB%A3%E3%81%B8-e9ccb683dad5?source=rss-1cc0cba5b023------2 https://medium.com/p/e9ccb683dad5 Wed, 10 Sep 2025 00:18:41 GMT 2025-09-10T00:20:05.679Z <![CDATA[Alibabaの新AIモデル「Qwen」が登場！文字起こしツールは新たな次元へ]]>

AI文字起こしの新時代を告げるAlibabaの「Qwen」

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]]> https://kim-jangwook.medium.com/alibaba%E3%81%AE%E6%96%B0ai%E3%83%A2%E3%83%87%E3%83%AB-qwen-%E3%81%8C%E7%99%BB%E5%A0%B4-%E6%96%87%E5%AD%97%E8%B5%B7%E3%81%93%E3%81%97%E3%83%84%E3%83%BC%E3%83%AB%E3%81%AF%E6%96%B0%E3%81%9F%E3%81%AA%E6%AC%A1%E5%85%83%E3%81%B8-ce266f38e516?source=rss-1cc0cba5b023------2 https://medium.com/p/ce266f38e516 Tue, 09 Sep 2025 00:29:09 GMT 2025-09-09T00:31:28.494Z <![CDATA[【速報】Microsoft Copilot、米国政府職員に無料提供へ！税金31億ドル削減のインパクト]]>

Microsoft Copilot、米国政府職員へ無料提供！年間31億ドルの税金削減効果も

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]]> https://kim-jangwook.medium.com/%E9%80%9F%E5%A0%B1-microsoft-copilot-%E7%B1%B3%E5%9B%BD%E6%94%BF%E5%BA%9C%E8%81%B7%E5%93%A1%E3%81%AB%E7%84%A1%E6%96%99%E6%8F%90%E4%BE%9B%E3%81%B8-%E7%A8%8E%E9%87%9131%E5%84%84%E3%83%89%E3%83%AB%E5%89%8A%E6%B8%9B%E3%81%AE%E3%82%A4%E3%83%B3%E3%83%91%E3%82%AF%E3%83%88-7bcf1196818e?source=rss-1cc0cba5b023------2 https://medium.com/p/7bcf1196818e Wed, 03 Sep 2025 00:02:48 GMT 2025-09-03T00:10:06.850Z <![CDATA[Klarna、LLM導入1ヶ月で700人分のCS業務を自動化- OpenAI活用で顧客対応時間を82%削減した技術とKPI]]>

Klarna、LLM導入1ヶ月で700人分のCS業務を自動化- OpenAI活用で顧客対応時間を82%削減した技術とKPI

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]]> https://kim-jangwook.medium.com/klarna-llm%E5%B0%8E%E5%85%A51%E3%83%B6%E6%9C%88%E3%81%A7700%E4%BA%BA%E5%88%86%E3%81%AEcs%E6%A5%AD%E5%8B%99%E3%82%92%E8%87%AA%E5%8B%95%E5%8C%96-openai%E6%B4%BB%E7%94%A8%E3%81%A7%E9%A1%A7%E5%AE%A2%E5%AF%BE%E5%BF%9C%E6%99%82%E9%96%93%E3%82%9282-%E5%89%8A%E6%B8%9B%E3%81%97%E3%81%9F%E6%8A%80%E8%A1%93%E3%81%A8kpi-8ae4608b7919?source=rss-1cc0cba5b023------2 https://medium.com/p/8ae4608b7919 Sat, 30 Aug 2025 16:10:13 GMT 2025-08-30T16:15:59.571Z