AI & Tools desk — breakout report
Acceleration is 100% inevitable
David Shapiro's upload has reached 30K views — about 4.8× the ≈6.2K this channel typically draws at the same age.
Key facts
- •4.8x David Shapiro's own 90-day median — this channel normally draws about 6.2K views at the same age.
- •30K views so far, published 14 days ago.
- •Category: Science & Technology · Language: en-US · Quality: HD
- •"Breakout" is measured against this exact channel's trailing 90-day median at matching video age — not a generic niche average.
Updated 2026-09-23 21:10 UTC
View trajectory
Views this upload has gathered since it published, last measured about 169h in — from our own tracking.
Published Sep 23, 2026 · 14 days ago. How breakouts are measured →
From the creator
LABOR ZERO PREORDER ON AMAZON: https://www.amazon.com/dp/B0HGN2N25V
Category: Science & Technology · Language: en-US · Quality: HD
Topics: Lifestyle (sociology)
Tags: ai, artificial intelligence, python, agi, gpt3, gpt 3, gpt-3, artificial cognition, psychology, philosophy, neuroscience, cognitive neuroscience
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