The essentials for living your best life.
The essentials for living your best life.
Corrections should do more than fix the page. They must clearly identify the current version, state what changed, and update metadata, feeds, and archives so readers and AI systems do not keep repeating the older claim.
Essential Concepts
Visible correction note
Accurate dates
One canonical version
Update metadata and feeds
Label archives clearly
When advice changes over time, freshness signals like clear dates in content and revision notes help both readers and AI tell current guidance from outdated advice. Adding visible update cues improves AI accuracy and reduces the chance that old recommendations get repeated as if they were still true.