TTwo Minute Papers1.8M subscribers
Watch on YouTube Claude Opus 4.8: Lying Machine No More?
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement4.2%likes + comments
ConfidenceMedium5 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 720 hours, views are 1.0× the channel median.
- The baseline uses 5 comparable long-form videos.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now103K views
Channel median at comparable age203.8K views
Sample5 videos