AI & Tools desk — breakout report
Will AI End Capitalism? (No!)
David Shapiro's upload has reached 31.1K views — about 3.1× the ≈10.2K this channel typically draws at the same age.
Key facts
- •3.1x David Shapiro's own 90-day median — this channel normally draws about 10.2K views at the same age.
- •31.1K views so far, published 14h ago.
- •"Breakout" is measured against this exact channel's trailing 90-day median at matching video age — not a generic niche average.
Updated 2026-11-04 19:40 UTC
View trajectory
Views this upload has gathered since it published, last measured about 13h in — from our own tracking.
Published Nov 4, 2026 · 14h ago. How breakouts are measured →
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