Discover/Video analysis
TTED27.9M subscribers

AI is good at seeing patterns, but it’s humans who figure out what to do next #TEDTalks

26K views2 minSep 18, 2026
Watch on YouTube
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement3.0%likes + comments
ConfidenceMedium7 comparable videos

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:44:04 PM
Channel medianThis video
13.9K32.6K51.4K70.1K88.8K33h759h

Why it qualifies

  • At 168 hours, views are 1.0× the channel median.
  • The baseline uses 7 comparable long-form videos.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now26K views
Channel median at comparable age36.4K views
Sample7 videos
AI is good at seeing patterns, but it’s humans who figure out what to do next #TEDTalks — growth analysis · Signal Hunt