Ontology, Knowledge Graphs, RAG, and GraphRAG: How to Choose
A beginner-friendly comparison of ontology, knowledge graphs, RAG, and GraphRAG that explains each role and shows how to choose from where an answer lives.
AI
12 posts with the tag “AI”
Developing Palantir-Style AI Talent: An FDE/DS/GTM Playbook
A practical guide to the AI, engineering, and business-change skills required across FDE, Deployment Strategist, and GTM roles, with a 90-day program built around production work, evaluation, reuse, and internal ownership.
Palantir FDE, DS, and GTM: Consultants vs. Onsite Engineers
A comparison of Palantir's FDE, Deployment Strategist, and GTM responsibilities with consulting and onsite engineering, including global and Japanese trends, implementation risks, and an operating-model checklist.
What Is Generative UI? Architecture, Use Cases, and Constraints
An overview of Generative UI, where the AI generates the interface itself rather than text, covering how it works, use cases in the Vercel AI SDK and Claude, its potential, and points to check before adoption.
Copyright and Publication Responsibility in AI-Assisted Writing
A summary of copyright, responsibility, and reader disclosure policy when using AI as a writing support tool.
Claude Design: Workflow Roles vs Figma and Canva
A plain-language workflow for using Claude Design for early concepts and dividing later work among Figma, Canva, and Claude Code.
AI Driven vs AI Native: Differences and When to Use Each
AI Driven and AI Native represent different starting points for how organizations design their relationship with AI. This article clarifies the distinction and what each approach means in practice.
AI Article Citation Rules: Separating Experience from External Facts
Practical citation rules for AI-assisted blog writing: how to separate personal experience from external facts and decide where references are required.
What Is SKILL.md? Standardizing Repeatable AI Work
Repeating the same instructions to an AI every time is less stable than defining procedures as a skill file. This article covers how I designed SKILL.md files for this site and what changed as a result.
Four Rules for Editing AI Drafts into Business Japanese
AI-created Japanese drafts are often not suitable for business documents as-is. This article categorizes four common expression patterns and provides concrete rewriting examples for each.
Five Causes of Mermaid Rendering Failures in AI Drafts
A record of five specific patterns where AI-assisted Mermaid diagrams failed to render correctly, including special characters, arrow direction, label length, Japanese text, and nested structures.
What Is AI Learning Playground? Practical Enterprise AI Learning
A guide to the structure of AI Learning Playground and where to start learning generative AI, organizational adoption, development, and governance.