Creative AI Governance: Production, Creation Records, and Distribution
A comparison of OpenMontage, AIFX, and AdCP across production work, finished-work creation records, and advertising distribution.
Content Operations
15 posts with the tag “Content Operations”
AIFX: Creation Records vs. Rights Review
A practical enterprise design that separates AIFX creation records and integrity checks from rights review and human release approval.
What Is AdCP? Governing AI Advertising from Creation to Delivery
A practical reading of AdCP Creative, Governance, and Trust specifications for connecting AI-generated ads to review, approval, and delivery.
What Is OpenMontage? Governing AI Video Production in the Enterprise
An explanation of OpenMontage as a way to organize the stages, responsibilities, approvals, and records of AI video production rather than as a list of code features.
Choosing AI Agent Output: HTML or Markdown
Using the Claude Code team's HTML workflow as a starting point, this article separates when to use Markdown, HTML, XML, and JSON for AI agent outputs.
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.
A 12-Step Pre-Publication Review for AI Drafts
When using AI to draft blog posts, I separate structural checks from publication approval and keep new articles out of passed until human review is complete.
How to Validate AI-Suggested Reference URLs Automatically
AI can suggest reference URL candidates that do not actually exist. This article covers how the URL-checking script for this site works and how it classifies results before human source review.
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.
Automatic learning_time Normalization: Design and Implementation
I updated the learning_time workflow so docs articles normalize reading time during authoring, while dev:check and prebuild keep the same normalization as a safety net.
How to Prevent JA-EN Blog Drift with Structural Checks
This article explains the current workflow for synchronizing English articles from canonical Japanese, using three translation-drift patterns and a two-stage checklist. It separates differences that structural checks can surface from semantic differences that require human judgment.
How to Build a Blog Writing Skill with Voice and Quality Rules
When I use AI to draft articles, the author's voice can become hard to see. To address this, I defined writing style, prohibited expressions, and E-E-A-T review criteria in my-blog-writing SKILL. This article explains how the skill keeps drafts easier for the author to edit and review.
One Page, One Topic: How to Clarify Search Intent
Putting multiple topics into a single article makes it hard for readers to find what they need. This article explains why I introduced the one page, one topic policy on this site and what criteria I use to determine what counts as one topic.
AI Draft Review Workflow: Automated Checks and Human Judgment
Based on experience checking AI-created drafts with automated review before human review, this article clarifies what automated checks reliably detect and where human judgment remains necessary.
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.