See AI First v7.1.1 — Star Claims Cleanup

This release improves factual consistency after the latest facts-refresh work. It does not change the frozen schema or section model.

What's Changed

• Cleaned up stale star-count claims in card desc/detail
• Reinforced github_stars as the canonical source of repository star counts
• Reduced future fact drift in editorial prose

Site: https://seeaifirst.com

See AI First v7.1.0 — GitHub Stars Refresh

Refreshes repository star data across the catalog and improves consistency for fact-tracked metadata.

What's Changed

• Updated GitHub star counts for 42 cards across both EN and VI datasets
• Synced 12 star-related tags[] entries using the locked tag convention (DEC-117)
• Updated verified_at timestamps for all refreshed cards

Site: https://seeaifirst.com