Experiment 4 min read
Human Editing and AI Content: Three Reports on Ranking Durability
Three teams reported more durable performance after human editorial input. Their comparisons also reveal why authorship alone cannot explain rankings.
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Article 12 min read
A Human–AI Content Workflow That Protects Quality and Trust
Use AI for bounded research and drafting tasks while keeping evidence, editorial judgment, accountability, and publication approval with people.
Article 12 min read
AI Content Refresh: Update Evidence, Not Just the Date
Use AI to find stale claims and missing sections, then make verified, meaningful updates with transparent dates and page-level measurement.