How do generative AI and AI agents relate to continuing cyberattacks and data breaches? Research published in July–October 2026 offers evidence about effort, defensive delays, and the limits of autonomous action.
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.
An examination of FDE, Deployment Strategist, and GTM skills, with organizational considerations for learning through real work, assessing outcomes, reusing knowledge, and handing operations to internal teams.
An overview of Generative UI, where an AI response includes interactive interface elements instead of only text, covering how it works, use cases in the Vercel AI SDK and Claude, its potential, and points to check before adoption.
A summary of copyright, responsibility, and reader disclosure policy when using AI as a writing support tool.
A plain-language workflow for creating initial concepts in Claude Design and dividing finishing work among Figma, Canva, and Claude Code.
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.
Practical citation rules for AI-assisted blog writing: how to separate personal experience from external facts and decide where references are required.
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.
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.
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.
A guide to the structure of AI Learning Playground and where to start learning generative AI, organizational adoption, development, and governance.
