The Problem with Jev: Can You Trust AI Decisions?
Published October 20, 2026
At a glance
Views
128,697
Likes
1,768
Comments
164
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
Learn more about New Frontier AI Models here → https://ibm.biz/~QV9RAqelj A confident AI decision isn't necessarily a trustworthy one. Jeff Crume examines Jev through a cybersecurity lens, from attack surfaces and poisoned inputs to observability and verification. Learn why AI decisions need evidence, auditability, an…
- Published
- October 20, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How The Problem with Jev: Can You Trust AI Decisions? is doing
It has 128K views in total. It ranks #11,718,601 among tracked YouTube videos by views.
Key facts about The Problem with Jev: Can You Trust AI Decisions?
- Total views
- 128K
- Total likes
- 1.76K
- Total comments
- 164
- Published
- October 20, 2026
- Global rank by views
- #11,718,601
Frequently asked questions
How many views does The Problem with Jev: Can You Trust AI Decisions? have?
The Problem with Jev: Can You Trust AI Decisions? has 128,697 views, 1,768 likes and 164 comments, ranking #11,718,601 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.