‘This smells like model collapse’ | David Gerard
Published October 15, 2026
At a glance
Views
332,767
Likes
4,369
Comments
950
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
“The business model is to make a bubble.” Author and host of Pivot to AI David Gerard joins The Tech Report’s Isaac Pound to talk about the US Court of Appeals rejecting an AI companies claim that using copyrighted material as training data counts as fair use and how unreacted documents from The New York Times’s copyr…
- Published
- October 15, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How ‘This smells like model collapse’ | David Gerard is doing
It has 332K views in total. It ranks #8,671,735 among tracked YouTube videos by views.
Key facts about ‘This smells like model collapse’ | David Gerard
- Total views
- 332K
- Total likes
- 4.36K
- Total comments
- 950
- Published
- October 15, 2026
- Global rank by views
- #8,671,735
Frequently asked questions
How many views does ‘This smells like model collapse’ | David Gerard have?
‘This smells like model collapse’ | David Gerard has 332,767 views, 4,369 likes and 950 comments, ranking #8,671,735 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.